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Software Estimation:
Better Information, Better Decisions
                                 David Herron
           d.herron@davidconsultinggroup.com
                                        2013
Decisions, Decisions
• What decisions need to be made?

• Who makes those decisions?

• What information is available?

• How effectively do we make decisions?

• What is the impact of poorly made decisions?




©2013 David Consulting Group
Business and Technical Decisions
                                                  Strategic
                                                 Positioning
                         Continuous                (Business &
                                                        Technical)                Deliver
                          Process
                        Improvement                                               Value

                            Improve Productivity                    Satisfy Customer
                           Reduce Time to Market               Improve Competitive Position
                              Increase Quality


                                                                      Increase
                                         Lower
                                                                      Market
                                         Costs
                                                                      Share

                               Improve                                           Increase
                               Margins           Shareholder                     Revenues
                                                    Value



©2013 David Consulting Group
Establish an Information Framework
                               Executive Management
          Enterprise                Dashboard              Milestone                          Baseline               Plan             Actual
                                                                                                                                                    %
                                                                                                                                                   Var                                                  Project Resource and Effort Status
                                                                                                                                                                                                                                                                                           Business
                                                                                                                                                                                                                                                                                           Decisions
                                Checkpoint A – Charter & Kickoff                               1/10/2008            1/10/2008         1/10/2008     0%
                                Requirements Complete                                           1/28/2008           1/28/2008         1/28/2008     0%                                  1,600
                                                                                                    2/4/2008         2/4/2008         2/15/2008




                                                                                                                                                              Project Resources/Hours
                                Vendor Selection Complete                                                                                           7%
                                                                                                                                                                                        1,400
                                PMP/Schedule Complete                                           2/12/2008           2/12/2008         2/28/2008    11%
                                                                                                                                                                                        1,200
                                Checkpoint B– Planning & Reqs                                   2/28/2008           3/15/2008                      11%
                                                                                                                                                                                        1,000
                                Design Complete                                                 3/15/2008           4/15/2008                      20%
                                                                                                                                                                                          800
                                Development Complete                                            4/15/2008           4/30/2008                      10%
                                                                                                                                                                                          600
                                Checkpoint C– Midpoint                                          4/30/2008           5/15/2008                      10%
                                                                                                4/30/2008           5/15/2008
                                                                                                                                                                                          400
                                Testing Complete                                                                                                   10%
                                                                                                5/10/2008           5/30/2008
                                                                                                                                                                                          200
                                Training Complete                                                                                                  13%
                                                                                                5/30/2008           6/15/2008
                                                                                                                                                                                            0
                                Go Live                                                                                                            11%




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                                                                                                    6/1/2008        6/30/2008




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                                Lessons Learned/Cust Sat Survey Complete                                                                           19%




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                                Checkpoint D – Deploy & Close                                       6/1/2008        6/30/2008                      19%




                                                                                                                                                                                                                                                                             Performance
                                                                                                                                                                                              Cum Planned Effort Allocated        Cum Actual Effort Spent
                                                                                                                                                                                              "Earned Value"                      Baseline Total Hours




                                                                                Project Defect Status                                                                                                  Requirements Growth and Stability

                                                    1000
                                                    900
                                                    800
                                                                                                                                                                                        200


                                                                                                                                                                                        150

                                                                                                                                                                                                                                                                              Measures




                                                                                                                                                              # of Requirements
                                                    700




                                     # of Defects
                                                    600                                                                                                                                 100
                                                    500
                                                    400                                                                                                                                 50
                                                    300
                                                    200                                                                                                                                  0
                                                    100
                                                      0                                                                                                                                 -50




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                                                                                                                                                                                                   Added         Changed             Deleted                   Total Reqs
                                                               Total Defects Discovered                             Total Closed Defects




             Process           Process Management                                                                                                                                                                                                                                  Measurement         Baseline
                                                                                                                                                                                                                                                                                    Repository
                                                                                                                                                                                                                                                                            Process
                                                                                                Impro                                                                                                                                                                       Measures Enterprise
                                                                                                                                                                                                                                                                                                                                                ..
                                                                                                  ve
                                                                                                 Contr                                                                                                                                                                                                  Project                                       Score Mngmnt   Req   Des   Build   Test   Environ
                                                                                                                                                                                                                                                                                                        BI Product Releases | Q2 2007                 56.2    68     62    68     58     41       35
                                                                                                   ol
                                                                                                                                                                                                                                                                                     Database
                                                                                                                                                                                                                                                                                                        EDW Phase IV: Applicant Tracking System       44.3    68     49    57     35     28       35
                                                                                                                                                                                                                                                                                                        CRM Product Maintenance Releases | Q3 2007    60.2    73     74    68     65     41       27
                                                                                                                                                                                                                                                                                                        Road to 90: In Bound                          36.4    57     44    32     46     22       27

                                                                                                    Exec                                                                                                                                                                                                SAR PM 2.0                                    37.5    50     51    25     46     28       27
                                 Defin                                                                                                                   Measur                                                                                                                                         Meetings | Teleconf. vendor selection         46.6    68     62    57     38     25       27
                                                                                                     ute                                                   e
                                                                                                                                                                                                                                                                                                        CoBRA Application                             53.6    77     64    50     46     50       31
                                  e                                                                                                                                                                                                                                                                     Web 2.1                                       53.2    61     72    48     58     41       31
                                                                                                    Proce                                                                                                                                                                                               Web 2.0 Q1 Maintenance                        43.7    61     54    20     58     44       31
                                                                                                                                                                                                                                                                                                        Q3 2007 Web v2.1 Enhancements / Maintenance   47.3    61     54    20     58     41       31
                                                                                                     ss                                                                                                                                                                                                 Web v2.2 (EPN)                                59.8    77     69    55     58     53       31
                                                                                                                                                                                                                                                                                                        Web v2.2 Enhancements / Maintenance | Q4 2007 44.2    61     54    20     65     41       31




              Project                                                                                                                              PAL                                                                                                                        Historical
                                                                                                                                                                                                                                                                              Measures
                               Project X Project Y Project Z                                                                                                                                                                                                                                Project
                                                                                                                                                                                                                                                                                             Data




©2013 David Consulting Group
Why Are We Estimating?



                               Planning
                         Budgeting

         Managing Projects

    Allocating Resources

Managing Expectations

Proj. Portfolio Mngmnt

                                          0%   20%   40%   60%   80%   100%




©2013 David Consulting Group
Decisions Relevant to Project Managers
• Shifting priorities
   – Scope
   – Schedule

• Managing expectations
   – Customer
   – Senior Management

• Lack of performance
    – Productivity
    – Skill levels

• Controlling Costs

©2013 David Consulting Group
Estimating Best Practices
The Software Engineering Institute’s (SEI) requirements for good
estimating:

• Corporate historical database
• Structured processes for estimating product size and reuse
• Mechanisms for extrapolating benchmark characteristics of past
  projects
• Audit trails
• Integrity in dealing with dictated costs and schedules
• Data collection and feedback processes foster correct data
  interpretation




©2013 David Consulting Group
Basis of Estimates



                Prior Experience

                   Historical Data

  Commercial Data Bases

     Industry Bnchmk Data

                               Other

                                       0%   20%   40%   60%   80%   100%




©2013 David Consulting Group
Establishing a Level of Performance


                                    COLLECT                     COLLECT
                                QUANTITATIVE DATA            QUALITATIVE DATA

                                      Size                         Process
    Collection                       Effort                        Methods
                                    Duration                         Skills
                                      Cost                           Tools
                                     Quality                      Management


      Analysis                      Measured                       Capability
                                   Performance                      Profiles


                               Results                Baseline
                                                    Performance




©2013 David Consulting Group
Developing a Performance Profile

Product                               Performance          Performance Risk
Deliverable                   D       Indicators           Factors
                          C       D    Time to Market      Management
                     B                                     Definition
                                       Level of Effort
                 A                     Quality (Defects)   Design
                                                           Build
                                                           Test
                                                           Environment




                                      DELIVERY                 PROFILES
  MEASURES (Size)                     RATE

                      21               19 FP/PM            PROFICIENCIES
    A
    B                 36               13 FP/PM              INADEQUACIES
    C                 58               16 FP/PM
    D                110               10 FP/PM
    :                550                5 FP/PM

  ©2013 David Consulting Group
Quantitative Performance Evaluation

                               Quantitative Assessment:
         COLLECT
     QUANTITATIVE DATA

               Size             Perform functional sizing on all selected projects.
              Effort            Collect data on project level of effort, cost, duration
             Duration             and quality.
               Cost             Calculate productivity rates for each project, including
              Quality              functional size delivered per staff month, cost per
                                   functional size, time to market, and defects delivered.
            Measured
           Performance          Results:
                                                                            Baseline
                                                                           Productivity
                                         Average Project Size                  133
                                         Average FP/SM                        10.7
                                         Average Time-To-Market (Months)       6.9
                                         Average Cost/FP                      $939
                                         Delivered Defects/FP                0.0301




©2013 David Consulting Group
Create a Profile of Key Variables


Management                     Definition                     Design
•      Team Dynamics           •   Clearly Stated             •  Formal Process
•       Morale                     Requirements               •  Rigorous Reviews
•       Project Tracking       •   Formal Process             •  Design Reuse
•       Project Planning       •   Customer Involvement       •  Customer Involvement
•      Automation              •   Experience Levels          •  Experienced Development
•       Management Skills      •   Business Impact              Staff
                                                              • Automation

Build                          Test                           Environment
•      Code Reviews            •   Formal Testing Methods     •   New Technology
•      Source Code Tracking    •   Test Plans                 •   Automated Process
•      Code Reuse              •   Staff Testing Experience   •   Adequate Training
•      Data Administration     •   Effective Test Tools       •   Organizational Dynamics
•      Experienced Staff       •   Customer Involvement       •   Certification
•      Automation


©2013 David Consulting Group                  11
Qualitative Performance Evaluation

        COLLECT
                               Qualitative Assessment
     QUALITATIVE DATA           Conduct interviews with members of each
          Process
                               project team
         Methods
           Skills               Collect Project Profile information
           Tools                Develop Performance Profiles to display
        Management
                               strengths and weaknesses among the selected
            Capability         projects
             Profiles
                               Results
                                            Project Nam e   Profile Score   Managem ent   Definition   Design   Build   Test    Environm ent
                                  Accounts Payable              55.3           47.73        82.05      50.00    46.15   43.75      50.00
                                  Priotity One                  27.6           50.00        48.72      11.36    38.46   0.00       42.31
                                  HR Enhancements               32.3           29.55        48.72      0.00     42.31   37.50      42.31
                                  Client Accounts               29.5           31.82        43.59      0.00     30.77   37.50      42.31
                                  ABC Release                   44.1           31.82        53.85      34.09    38.46   53.13      42.31
                                  Screen Redesign               17.0           22.73        43.59      0.00     15.38   0.00       30.77
                                  Customer Web                  40.2           45.45        23.08      38.64    53.85   50.00      34.62
                                  Whole Life                    29.2           56.82        28.21      22.73    26.92   18.75      53.85
                                  Regional - East               22.7           36.36        43.59      0.00     30.77   9.38       30.77
                                  Regional - West               17.6           43.18        23.08      0.00     26.92   9.38       26.92
                                  Cashflow                      40.6           56.82        71.79      0.00     38.46   43.75      38.46
                                  Credit Automation             23.5           29.55        48.72      0.00     38.46   6.25       26.92
                                  NISE                          49.0           38.64        56.41      52.27    30.77   53.13      53.85
                                  Help Desk Automation          49.3           54.55        74.36      20.45    53.85   50.00      38.46
                                  Formula One Upgrade           22.8           31.82        38.46      0.00     11.54   25.00      46.15




©2013 David Consulting Group                         12
Overall Information Framework
                               Executive Management
          Enterprise                Dashboard              Milestone                          Baseline               Plan             Actual
                                                                                                                                                    %
                                                                                                                                                   Var                                                  Project Resource and Effort Status
                                                                                                                                                                                                                                                                                                 Business
                                                                                                                                                                                                                                                                                                 Decisions
                                Checkpoint A – Charter & Kickoff                               1/10/2008            1/10/2008         1/10/2008     0%
                                Requirements Complete                                           1/28/2008           1/28/2008         1/28/2008     0%                                  1,600
                                                                                                    2/4/2008         2/4/2008         2/15/2008




                                                                                                                                                              Project Resources/Hours
                                Vendor Selection Complete                                                                                           7%
                                                                                                                                                                                        1,400
                                PMP/Schedule Complete                                           2/12/2008           2/12/2008         2/28/2008    11%
                                                                                                                                                                                        1,200
                                Checkpoint B– Planning & Reqs                                   2/28/2008           3/15/2008                      11%
                                                                                                                                                                                        1,000
                                Design Complete                                                 3/15/2008           4/15/2008                      20%
                                                                                                                                                                                          800
                                Development Complete                                            4/15/2008           4/30/2008                      10%
                                                                                                                                                                                          600
                                Checkpoint C– Midpoint                                          4/30/2008           5/15/2008                      10%
                                                                                                4/30/2008           5/15/2008
                                                                                                                                                                                          400
                                Testing Complete                                                                                                   10%
                                                                                                5/10/2008           5/30/2008
                                                                                                                                                                                          200
                                Training Complete                                                                                                  13%
                                                                                                5/30/2008           6/15/2008
                                                                                                                                                                                            0
                                Go Live                                                                                                            11%




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                                Lessons Learned/Cust Sat Survey Complete                                                                           19%




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                                Checkpoint D – Deploy & Close                                       6/1/2008        6/30/2008                      19%
                                                                                                                                                                                              Cum Planned Effort Allocated        Cum Actual Effort Spent




                                                                                                                                                                                                                                                                                  Performance
                                                                                                                                                                                              "Earned Value"                      Baseline Total Hours




                                                                                Project Defect Status                                                                                                  Requirements Growth and Stability




                                                                                                                                                                                                                                                                                   Measures
                                                    1000                                                                                                                                200
                                                    900
                                                    800                                                                                                                                 150




                                                                                                                                                              # of Requirements
                                                    700




                                     # of Defects
                                                    600                                                                                                                                 100
                                                    500
                                                    400                                                                                                                                 50
                                                    300
                                                    200                                                                                                                                  0
                                                    100
                                                      0                                                                                                                                 -50




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                                                                                                                                                                                                   Added         Changed             Deleted                   Total Reqs
                                                               Total Defects Discovered                             Total Closed Defects




             Process           Process Management                                                                                                                                                                                                                                       Measurement             Baseline
                                                                                                                                                                                                                                                                                         Repository
                                                                                                                                                                                                                                                                                 Process
                                                                                                Impro                                                                                                                                                                            Measures Enterprise
                                                                                                                                                                                                                                                                                                                                                         ..
                                                                                                  ve
                                                                                                 Contr                                                                                                                                                                                                           Project                                       Score Mngmnt   Req   Des   Build   Test   Environ
                                                                                                                                                                                                                                                                                                                 BI Product Releases | Q2 2007                 56.2    68     62    68     58     41       35
                                                                                                   ol
                                                                                                                                                                                                                                                                                          Database
                                                                                                                                                                                                                                                                                                                 EDW Phase IV: Applicant Tracking System       44.3    68     49    57     35     28       35
                                                                                                                                                                                                                                                                                                                 CRM Product Maintenance Releases | Q3 2007    60.2    73     74    68     65     41       27
                                                                                                                                                                                                                                                                                                                 Road to 90: In Bound                          36.4    57     44    32     46     22       27

                                                                                                    Exec                                                                                                                                                                                                         SAR PM 2.0                                    37.5    50     51    25     46     28       27
                                 Defin                                                                                                                   Measur                                                                                                                                                  Meetings | Teleconf. vendor selection         46.6    68     62    57     38     25       27
                                                                                                     ute                                                   e
                                                                                                                                                                                                                                                                                                                 CoBRA Application                             53.6    77     64    50     46     50       31
                                  e                                                                                                                                                                                                                                                                              Web 2.1                                       53.2    61     72    48     58     41       31
                                                                                                    Proce                                                                                                                                                                                                        Web 2.0 Q1 Maintenance                        43.7    61     54    20     58     44       31
                                                                                                                                                                                                                                                                                                                 Q3 2007 Web v2.1 Enhancements / Maintenance   47.3    61     54    20     58     41       31
                                                                                                     ss                                                                                                                                                                                                          Web v2.2 (EPN)                                59.8    77     69    55     58     53       31
                                                                                                                                                                                                                                                                                                                 Web v2.2 Enhancements / Maintenance | Q4 2007 44.2    61     54    20     65     41       31




              Project                                                                                                                              PAL                                                                                                                             Historical
                                                                                                                                                                                                                                                                                   Measures                  End User
                               Project X Project Y Project Z
                                                                                                                                                                                                                                                                                                 Project
                                                                                                                                                                                                                                                                                                Estimates



©2013 David Consulting Group                                                                                                                                                                                                                                                13
Benefits of Good Estimating
• Reduce Risk

• Reduce Costs

• Gain Credibility

• Manage Expectations

• Resource Capacity Planning

• Improve Decision Making Capability




©2013 David Consulting Group
Barriers to Successful Estimating



               Availability of Data
                          Lack of Skills
No Documented Procedure
             Lack of Automation
Lack of Sr. Mngmnt Support

          Est. Not Id as Problem
                                 Other
              No Perceived Value

                                           0%   20%        40%   60%   80%   100%




©2013 David Consulting Group                          15
Basic Estimating Model
• Quantify the size
• Assess the complexity
• Understand the capacity to deliver



                  DEFINITION                      CAPABILITY             ESTIMATE



                                                              CAPACITY
                               PROJECT   X    PROJECT     X




                                                                                     Schedule
REQUIREMENT                                                      to
                                 SIZE        COMPLEXITY       DELIVER

                                                                                                Costs
                                                                            Effort


                                         Estimating Model




©2013 David Consulting Group                       16
Why is Sizing Important?
Finding –
  Nine out of ten projects that fail have not been properly sized

Consider –
 When you build a house you specify all the functions and features you
 want – these are your requirements
 The builder then generates an estimate based on the size (square
 footage) of your requirements

• Size is the key to effectively managing software projects




©2013 David Consulting Group        17
Sizing Options

                                Internal vs.
Organizational                    External                                                        Power vs.
   Specific                                       Industry
 Definitions                    Definitions       Defined
                                                                                                 Ease of Use
                                                                        Fewer                                                          More
                                                                        Rules                                                          Rules
   Modules, Story Lines of Use Case                Cosmic,
   Use Cases, Points Code Points                  NESMA FP                           Hours,      Story    Use Case       COSMIC
                                                                                      Days       Points    Points       NESMA FP
   Test Cases                                  IFPUG Function
                                                    Points                                                           IFPUG Function
                                                                                                                          Points
                                                   Mark II
                                                                                                                         Mark II
                                                                       Easier to                                                      Harder to
                                                                        Learn                                                          Learn


Less Accurate
                            Consistency/
                                                       More Accurate
                             Accuracy



                                                                                   Ease of Use
                                                                                                           Power
                                                                                                          / Ease
                                                                                                          Index

            Story Lines of Use Case COSMIC       Hours,                                                   Power Increases
            Points Code Points NESMA FP           Days
                                  IFPUG Function
                                      Points
                                      Mark II



 ©2013 David Consulting Group
Why Function Points?
Function Point Analysis is a standardized method for measuring the
functionality delivered to an end user.
• Consistent method
• Easy to learn
• Available early in the lifecycle
• Acceptable level of accuracy
• Meaningful internally and externally

• Function Point counts have replaced Line of Code counts as a sizing
  metric that can be used consistently and with a high degree of
  accuracy.




©2013 David Consulting Group      19
The Function Point Methodology
The software deliverable is sized based upon the functionality delivered.
• Inputs
• Outputs
• Inquiries                                Five key components are
• Data Stores                        identified based on logical user view

• Interface Files                              Input   Inquiry  Output




                                                  Data
                                                 Stores


                               Interface             Application
                                  File



©2013 David Consulting Group               20
Simplifying the Methodology
The Formal Process:
1. Identify Components
2. Assess Complexity
3. Apply Weightings
4. Compute Function Points
                 Components:    Low       Avg              High     Total


                 Data Stores   __ x 7      __ x 10        __ x 15   ___
                 Interfaces    __ x 5     __ x 7          __ x 10   ___
                 Inputs        __ x 3      __ x 4         __ x 6    ___

                 Outputs       __ x 4      __ x 5         __ x 7    ___
                 Inquiries     __ x 3      __ x 4         __ x 6    ___

                                         Total Function Points      ___




©2013 David Consulting Group        21
Common Criticisms of Function Points
•    FP methodology terms are confusing
•    Too long to learn, need an expert
•    Need too much detailed data
•    Does not reflect the complexity of the application
•    Takes too much time
•    We tried it before




©2013 David Consulting Group           22
Simplifying the Methodology
• Assume complexity to be average



                                           Complexity


                Components:     Low            Avg     .       High   Total


                Data Stores    __ x 7        __ x 10       __ x 15    ___
                Interfaces     __ x 5        __ x 7        __ x 10    ___
                Inputs         __ x 3        __ x 4        __ x 6     ___

                Outputs        __ x 4        __ x 5        __ x 7     ___
                Inquiries      __ x 3        __ x 4        __ x 6     ___

                                             Total Function Points    ___




©2013 David Consulting Group          23
Exercise: Identify the Functionality


                                                                               PURCHASE
                 USER                         USER                              ORDER
                                                           Input
                                                                                SYSTEM
Inputs                    ADD, CHG
                                                     PAYMENTS
                          INVOICES
                                                                             Interface
                                                                     PURCHASE
                                                                     ORDER INFO
                                              PAYMENTS
                         INVOICES
                                                                          Inquiry
                                              VENDOR
                                Data Stores                             USER

                                                                   PAYMENT
                                                                   STATUS
                               ACCOUNTS PAYABLE
                                                                          Output
                                                                        USER

                                                                    PAID
                                                                    INVOICES




©2013 David Consulting Group                              24
Determine the Functional Size
The FP Lite Process:           TM



1. Identify Components                                             USER                USER              PURCHASE
                                                                                                          ORDER
2. Assess Complexity                                                                                       SYSEM
                                                                                      PAYMENTS

3. Apply Weightings                                                  INVOICES
                                                                                      VENDOR
                                                                                                          USER
4. Compute Function Points
                                                                     ACCOUNTS PAYABLE
                                                                                                          USER



  Components                             Low       Average                  High                 Total

  Data Stores                  _______    x7   3      x10         _______       x15               30

  Interfaces                   _______    x5   1      x7          _______       x10               7

  Inputs                       _______    x3   3      x4          _______       x6                12

  Outputs                      _______    x4   1      x5          _______       x7                5

  Inquiries                    _______    x3   1      x4          _______       x6                4

                                                                                                  58

                                                            Function Point Size

©2013 David Consulting Group                                 25
Estimating Techniques
• Manual, using organizational baseline data
• Manual, using standard industry data
• Automated, using a commercial estimating software package




                                                              CAPACITY
                               PROJECT   X    PROJECT     X      to
    Input                        SIZE        COMPLEXITY       DELIVER    Output



                                         Estimating Model



©2013 David Consulting Group                       26
Estimating Using Delivery Rates



                  DEFINITION                         CAPABILITY          ESTIMATE



                                              PROJECT     X     RATE
                               PROJECT




                                                                                     Schedule
REQUIREMENT                              X                       OF
                                 SIZE        COMPLEXITY
                                                              DELIVERY

                                                                                                Costs
                                                                            Effort
                                   FUNCTIONAL SIZE            PROFILE




©2013 David Consulting Group                         27
A Comprehensive Measurement of Capability

                                   COLLECT                     COLLECT
                               QUANTITATIVE DATA            QUALITATIVE DATA

                                                                 Process
Collection                           Size                       Methods
                                    Effort                        Skills
                                   Duration                       Tools
                                   Defects                     Management

Analysis                          Measured                      Capability
                                 Performance                     Profiles

 Results                                           Benchmark
                                                      Data


                                 Delivery Rates                    Best
 Action
                                                                 Practices



©2013 David Consulting Group                           28
Developing a Performance Profile

Product                               Performance          Performance Risk
Deliverable                   D       Indicators           Factors
                          C       D    Duration (Months)   Management
                     B                                     Definition
                                       Cost (Effort)
                 A                     Quality (Defects)   Design
                                                           Build
                                                           Test
                                                           Environment




                                      RATE OF                  PROFILES
                   SIZE               DELIVERY

                      21               19 FP/PM            PROFICIENCIES
    A
    B                 36               13 FP/PM              INADEQUACIES
    C                 58               16 FP/PM
    D                110               10 FP/PM
    :                550                5 FP/PM

  ©2013 David Consulting Group             29
Software Estimation - Better Information, Better Decisions
Software Estimation - Better Information, Better Decisions
Software Estimation - Better Information, Better Decisions
Software Estimation - Better Information, Better Decisions
Software Estimation - Better Information, Better Decisions
Software Estimation - Better Information, Better Decisions
Software Estimation - Better Information, Better Decisions
Software Estimation - Better Information, Better Decisions
Software Estimation - Better Information, Better Decisions
Software Estimation - Better Information, Better Decisions
Software Estimation - Better Information, Better Decisions
Software Estimation - Better Information, Better Decisions
Software Estimation - Better Information, Better Decisions
Software Estimation - Better Information, Better Decisions
Software Estimation - Better Information, Better Decisions
Software Estimation - Better Information, Better Decisions
Software Estimation - Better Information, Better Decisions
Software Estimation - Better Information, Better Decisions
Software Estimation - Better Information, Better Decisions

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Software Estimation - Better Information, Better Decisions

  • 1. Software Estimation: Better Information, Better Decisions David Herron d.herron@davidconsultinggroup.com 2013
  • 2. Decisions, Decisions • What decisions need to be made? • Who makes those decisions? • What information is available? • How effectively do we make decisions? • What is the impact of poorly made decisions? ©2013 David Consulting Group
  • 3. Business and Technical Decisions Strategic Positioning Continuous (Business & Technical) Deliver Process Improvement Value Improve Productivity Satisfy Customer Reduce Time to Market Improve Competitive Position Increase Quality Increase Lower Market Costs Share Improve Increase Margins Shareholder Revenues Value ©2013 David Consulting Group
  • 4. Establish an Information Framework Executive Management Enterprise Dashboard Milestone Baseline Plan Actual % Var Project Resource and Effort Status Business Decisions Checkpoint A – Charter & Kickoff 1/10/2008 1/10/2008 1/10/2008 0% Requirements Complete 1/28/2008 1/28/2008 1/28/2008 0% 1,600 2/4/2008 2/4/2008 2/15/2008 Project Resources/Hours Vendor Selection Complete 7% 1,400 PMP/Schedule Complete 2/12/2008 2/12/2008 2/28/2008 11% 1,200 Checkpoint B– Planning & Reqs 2/28/2008 3/15/2008 11% 1,000 Design Complete 3/15/2008 4/15/2008 20% 800 Development Complete 4/15/2008 4/30/2008 10% 600 Checkpoint C– Midpoint 4/30/2008 5/15/2008 10% 4/30/2008 5/15/2008 400 Testing Complete 10% 5/10/2008 5/30/2008 200 Training Complete 13% 5/30/2008 6/15/2008 0 Go Live 11% 8 8 8 8 08 8 8 08 8 8 8 8 6/1/2008 6/30/2008 l'0 '0 '0 '0 r'0 n'0 '0 '0 b'0 '0 Lessons Learned/Cust Sat Survey Complete 19% g' n' ar ct ec ov ay Sep Ju Ap Fe Au Ju Ja O M D N M Checkpoint D – Deploy & Close 6/1/2008 6/30/2008 19% Performance Cum Planned Effort Allocated Cum Actual Effort Spent "Earned Value" Baseline Total Hours Project Defect Status Requirements Growth and Stability 1000 900 800 200 150 Measures # of Requirements 700 # of Defects 600 100 500 400 50 300 200 0 100 0 -50 8 8 8 08 8 08 8 8 8 8 8 l'0 08 8 8 08 '0 8 8 8 8 r'0 n'0 '0 '0 08 b'0 '0 8 08 l'0 g'0 n'0 r'0 n'0 '0 g' p'0 n' '0 ar ct ay Sep Ju ar' ov' ec' Ap ay' Fe Au Ju Ja Feb ct Ju O M Ap M Au Ju Ja Se M O D N M Added Changed Deleted Total Reqs Total Defects Discovered Total Closed Defects Process Process Management Measurement Baseline Repository Process Impro Measures Enterprise .. ve Contr Project Score Mngmnt Req Des Build Test Environ BI Product Releases | Q2 2007 56.2 68 62 68 58 41 35 ol Database EDW Phase IV: Applicant Tracking System 44.3 68 49 57 35 28 35 CRM Product Maintenance Releases | Q3 2007 60.2 73 74 68 65 41 27 Road to 90: In Bound 36.4 57 44 32 46 22 27 Exec SAR PM 2.0 37.5 50 51 25 46 28 27 Defin Measur Meetings | Teleconf. vendor selection 46.6 68 62 57 38 25 27 ute e CoBRA Application 53.6 77 64 50 46 50 31 e Web 2.1 53.2 61 72 48 58 41 31 Proce Web 2.0 Q1 Maintenance 43.7 61 54 20 58 44 31 Q3 2007 Web v2.1 Enhancements / Maintenance 47.3 61 54 20 58 41 31 ss Web v2.2 (EPN) 59.8 77 69 55 58 53 31 Web v2.2 Enhancements / Maintenance | Q4 2007 44.2 61 54 20 65 41 31 Project PAL Historical Measures Project X Project Y Project Z Project Data ©2013 David Consulting Group
  • 5. Why Are We Estimating? Planning Budgeting Managing Projects Allocating Resources Managing Expectations Proj. Portfolio Mngmnt 0% 20% 40% 60% 80% 100% ©2013 David Consulting Group
  • 6. Decisions Relevant to Project Managers • Shifting priorities – Scope – Schedule • Managing expectations – Customer – Senior Management • Lack of performance – Productivity – Skill levels • Controlling Costs ©2013 David Consulting Group
  • 7. Estimating Best Practices The Software Engineering Institute’s (SEI) requirements for good estimating: • Corporate historical database • Structured processes for estimating product size and reuse • Mechanisms for extrapolating benchmark characteristics of past projects • Audit trails • Integrity in dealing with dictated costs and schedules • Data collection and feedback processes foster correct data interpretation ©2013 David Consulting Group
  • 8. Basis of Estimates Prior Experience Historical Data Commercial Data Bases Industry Bnchmk Data Other 0% 20% 40% 60% 80% 100% ©2013 David Consulting Group
  • 9. Establishing a Level of Performance COLLECT COLLECT QUANTITATIVE DATA QUALITATIVE DATA Size Process Collection Effort Methods Duration Skills Cost Tools Quality Management Analysis Measured Capability Performance Profiles Results Baseline Performance ©2013 David Consulting Group
  • 10. Developing a Performance Profile Product Performance Performance Risk Deliverable D Indicators Factors C D Time to Market Management B Definition Level of Effort A Quality (Defects) Design Build Test Environment DELIVERY PROFILES MEASURES (Size) RATE 21 19 FP/PM PROFICIENCIES A B 36 13 FP/PM INADEQUACIES C 58 16 FP/PM D 110 10 FP/PM : 550 5 FP/PM ©2013 David Consulting Group
  • 11. Quantitative Performance Evaluation Quantitative Assessment: COLLECT QUANTITATIVE DATA Size  Perform functional sizing on all selected projects. Effort  Collect data on project level of effort, cost, duration Duration and quality. Cost  Calculate productivity rates for each project, including Quality functional size delivered per staff month, cost per functional size, time to market, and defects delivered. Measured Performance Results: Baseline Productivity Average Project Size 133 Average FP/SM 10.7 Average Time-To-Market (Months) 6.9 Average Cost/FP $939 Delivered Defects/FP 0.0301 ©2013 David Consulting Group
  • 12. Create a Profile of Key Variables Management Definition Design • Team Dynamics • Clearly Stated • Formal Process • Morale Requirements • Rigorous Reviews • Project Tracking • Formal Process • Design Reuse • Project Planning • Customer Involvement • Customer Involvement • Automation • Experience Levels • Experienced Development • Management Skills • Business Impact Staff • Automation Build Test Environment • Code Reviews • Formal Testing Methods • New Technology • Source Code Tracking • Test Plans • Automated Process • Code Reuse • Staff Testing Experience • Adequate Training • Data Administration • Effective Test Tools • Organizational Dynamics • Experienced Staff • Customer Involvement • Certification • Automation ©2013 David Consulting Group 11
  • 13. Qualitative Performance Evaluation COLLECT Qualitative Assessment QUALITATIVE DATA  Conduct interviews with members of each Process project team Methods Skills  Collect Project Profile information Tools  Develop Performance Profiles to display Management strengths and weaknesses among the selected Capability projects Profiles Results Project Nam e Profile Score Managem ent Definition Design Build Test Environm ent Accounts Payable 55.3 47.73 82.05 50.00 46.15 43.75 50.00 Priotity One 27.6 50.00 48.72 11.36 38.46 0.00 42.31 HR Enhancements 32.3 29.55 48.72 0.00 42.31 37.50 42.31 Client Accounts 29.5 31.82 43.59 0.00 30.77 37.50 42.31 ABC Release 44.1 31.82 53.85 34.09 38.46 53.13 42.31 Screen Redesign 17.0 22.73 43.59 0.00 15.38 0.00 30.77 Customer Web 40.2 45.45 23.08 38.64 53.85 50.00 34.62 Whole Life 29.2 56.82 28.21 22.73 26.92 18.75 53.85 Regional - East 22.7 36.36 43.59 0.00 30.77 9.38 30.77 Regional - West 17.6 43.18 23.08 0.00 26.92 9.38 26.92 Cashflow 40.6 56.82 71.79 0.00 38.46 43.75 38.46 Credit Automation 23.5 29.55 48.72 0.00 38.46 6.25 26.92 NISE 49.0 38.64 56.41 52.27 30.77 53.13 53.85 Help Desk Automation 49.3 54.55 74.36 20.45 53.85 50.00 38.46 Formula One Upgrade 22.8 31.82 38.46 0.00 11.54 25.00 46.15 ©2013 David Consulting Group 12
  • 14. Overall Information Framework Executive Management Enterprise Dashboard Milestone Baseline Plan Actual % Var Project Resource and Effort Status Business Decisions Checkpoint A – Charter & Kickoff 1/10/2008 1/10/2008 1/10/2008 0% Requirements Complete 1/28/2008 1/28/2008 1/28/2008 0% 1,600 2/4/2008 2/4/2008 2/15/2008 Project Resources/Hours Vendor Selection Complete 7% 1,400 PMP/Schedule Complete 2/12/2008 2/12/2008 2/28/2008 11% 1,200 Checkpoint B– Planning & Reqs 2/28/2008 3/15/2008 11% 1,000 Design Complete 3/15/2008 4/15/2008 20% 800 Development Complete 4/15/2008 4/30/2008 10% 600 Checkpoint C– Midpoint 4/30/2008 5/15/2008 10% 4/30/2008 5/15/2008 400 Testing Complete 10% 5/10/2008 5/30/2008 200 Training Complete 13% 5/30/2008 6/15/2008 0 Go Live 11% 8 8 8 8 08 8 8 08 8 8 8 8 6/1/2008 6/30/2008 l'0 '0 '0 '0 r'0 n'0 '0 '0 b'0 '0 Lessons Learned/Cust Sat Survey Complete 19% g' n' ar ct ec ov ay Sep Ju Ap Fe Au Ju Ja O M D N M Checkpoint D – Deploy & Close 6/1/2008 6/30/2008 19% Cum Planned Effort Allocated Cum Actual Effort Spent Performance "Earned Value" Baseline Total Hours Project Defect Status Requirements Growth and Stability Measures 1000 200 900 800 150 # of Requirements 700 # of Defects 600 100 500 400 50 300 200 0 100 0 -50 8 8 8 08 8 08 8 8 8 8 8 l'0 08 8 8 08 '0 8 8 8 8 r'0 n'0 '0 '0 08 b'0 '0 8 08 l'0 g'0 n'0 r'0 n'0 '0 g' p'0 n' '0 ar ct ay Sep Ju ar' ov' ec' Ap ay' Fe Au Ju Ja Feb ct Ju O M Ap M Au Ju Ja Se M O D N M Added Changed Deleted Total Reqs Total Defects Discovered Total Closed Defects Process Process Management Measurement Baseline Repository Process Impro Measures Enterprise .. ve Contr Project Score Mngmnt Req Des Build Test Environ BI Product Releases | Q2 2007 56.2 68 62 68 58 41 35 ol Database EDW Phase IV: Applicant Tracking System 44.3 68 49 57 35 28 35 CRM Product Maintenance Releases | Q3 2007 60.2 73 74 68 65 41 27 Road to 90: In Bound 36.4 57 44 32 46 22 27 Exec SAR PM 2.0 37.5 50 51 25 46 28 27 Defin Measur Meetings | Teleconf. vendor selection 46.6 68 62 57 38 25 27 ute e CoBRA Application 53.6 77 64 50 46 50 31 e Web 2.1 53.2 61 72 48 58 41 31 Proce Web 2.0 Q1 Maintenance 43.7 61 54 20 58 44 31 Q3 2007 Web v2.1 Enhancements / Maintenance 47.3 61 54 20 58 41 31 ss Web v2.2 (EPN) 59.8 77 69 55 58 53 31 Web v2.2 Enhancements / Maintenance | Q4 2007 44.2 61 54 20 65 41 31 Project PAL Historical Measures End User Project X Project Y Project Z Project Estimates ©2013 David Consulting Group 13
  • 15. Benefits of Good Estimating • Reduce Risk • Reduce Costs • Gain Credibility • Manage Expectations • Resource Capacity Planning • Improve Decision Making Capability ©2013 David Consulting Group
  • 16. Barriers to Successful Estimating Availability of Data Lack of Skills No Documented Procedure Lack of Automation Lack of Sr. Mngmnt Support Est. Not Id as Problem Other No Perceived Value 0% 20% 40% 60% 80% 100% ©2013 David Consulting Group 15
  • 17. Basic Estimating Model • Quantify the size • Assess the complexity • Understand the capacity to deliver DEFINITION CAPABILITY ESTIMATE CAPACITY PROJECT X PROJECT X Schedule REQUIREMENT to SIZE COMPLEXITY DELIVER Costs Effort Estimating Model ©2013 David Consulting Group 16
  • 18. Why is Sizing Important? Finding – Nine out of ten projects that fail have not been properly sized Consider – When you build a house you specify all the functions and features you want – these are your requirements The builder then generates an estimate based on the size (square footage) of your requirements • Size is the key to effectively managing software projects ©2013 David Consulting Group 17
  • 19. Sizing Options Internal vs. Organizational External Power vs. Specific Industry Definitions Definitions Defined Ease of Use Fewer More Rules Rules Modules, Story Lines of Use Case Cosmic, Use Cases, Points Code Points NESMA FP Hours, Story Use Case COSMIC Days Points Points NESMA FP Test Cases IFPUG Function Points IFPUG Function Points Mark II Mark II Easier to Harder to Learn Learn Less Accurate Consistency/ More Accurate Accuracy Ease of Use Power / Ease Index Story Lines of Use Case COSMIC Hours, Power Increases Points Code Points NESMA FP Days IFPUG Function Points Mark II ©2013 David Consulting Group
  • 20. Why Function Points? Function Point Analysis is a standardized method for measuring the functionality delivered to an end user. • Consistent method • Easy to learn • Available early in the lifecycle • Acceptable level of accuracy • Meaningful internally and externally • Function Point counts have replaced Line of Code counts as a sizing metric that can be used consistently and with a high degree of accuracy. ©2013 David Consulting Group 19
  • 21. The Function Point Methodology The software deliverable is sized based upon the functionality delivered. • Inputs • Outputs • Inquiries Five key components are • Data Stores identified based on logical user view • Interface Files Input Inquiry Output Data Stores Interface Application File ©2013 David Consulting Group 20
  • 22. Simplifying the Methodology The Formal Process: 1. Identify Components 2. Assess Complexity 3. Apply Weightings 4. Compute Function Points Components: Low Avg High Total Data Stores __ x 7 __ x 10 __ x 15 ___ Interfaces __ x 5 __ x 7 __ x 10 ___ Inputs __ x 3 __ x 4 __ x 6 ___ Outputs __ x 4 __ x 5 __ x 7 ___ Inquiries __ x 3 __ x 4 __ x 6 ___ Total Function Points ___ ©2013 David Consulting Group 21
  • 23. Common Criticisms of Function Points • FP methodology terms are confusing • Too long to learn, need an expert • Need too much detailed data • Does not reflect the complexity of the application • Takes too much time • We tried it before ©2013 David Consulting Group 22
  • 24. Simplifying the Methodology • Assume complexity to be average Complexity Components: Low Avg . High Total Data Stores __ x 7 __ x 10 __ x 15 ___ Interfaces __ x 5 __ x 7 __ x 10 ___ Inputs __ x 3 __ x 4 __ x 6 ___ Outputs __ x 4 __ x 5 __ x 7 ___ Inquiries __ x 3 __ x 4 __ x 6 ___ Total Function Points ___ ©2013 David Consulting Group 23
  • 25. Exercise: Identify the Functionality PURCHASE USER USER ORDER Input SYSTEM Inputs ADD, CHG PAYMENTS INVOICES Interface PURCHASE ORDER INFO PAYMENTS INVOICES Inquiry VENDOR Data Stores USER PAYMENT STATUS ACCOUNTS PAYABLE Output USER PAID INVOICES ©2013 David Consulting Group 24
  • 26. Determine the Functional Size The FP Lite Process: TM 1. Identify Components USER USER PURCHASE ORDER 2. Assess Complexity SYSEM PAYMENTS 3. Apply Weightings INVOICES VENDOR USER 4. Compute Function Points ACCOUNTS PAYABLE USER Components Low Average High Total Data Stores _______ x7 3 x10 _______ x15 30 Interfaces _______ x5 1 x7 _______ x10 7 Inputs _______ x3 3 x4 _______ x6 12 Outputs _______ x4 1 x5 _______ x7 5 Inquiries _______ x3 1 x4 _______ x6 4 58 Function Point Size ©2013 David Consulting Group 25
  • 27. Estimating Techniques • Manual, using organizational baseline data • Manual, using standard industry data • Automated, using a commercial estimating software package CAPACITY PROJECT X PROJECT X to Input SIZE COMPLEXITY DELIVER Output Estimating Model ©2013 David Consulting Group 26
  • 28. Estimating Using Delivery Rates DEFINITION CAPABILITY ESTIMATE PROJECT X RATE PROJECT Schedule REQUIREMENT X OF SIZE COMPLEXITY DELIVERY Costs Effort FUNCTIONAL SIZE PROFILE ©2013 David Consulting Group 27
  • 29. A Comprehensive Measurement of Capability COLLECT COLLECT QUANTITATIVE DATA QUALITATIVE DATA Process Collection Size Methods Effort Skills Duration Tools Defects Management Analysis Measured Capability Performance Profiles Results Benchmark Data Delivery Rates Best Action Practices ©2013 David Consulting Group 28
  • 30. Developing a Performance Profile Product Performance Performance Risk Deliverable D Indicators Factors C D Duration (Months) Management B Definition Cost (Effort) A Quality (Defects) Design Build Test Environment RATE OF PROFILES SIZE DELIVERY 21 19 FP/PM PROFICIENCIES A B 36 13 FP/PM INADEQUACIES C 58 16 FP/PM D 110 10 FP/PM : 550 5 FP/PM ©2013 David Consulting Group 29

Editor's Notes

  1. Estimating is part of the decision making process