SlideShare a Scribd company logo
1 of 15
Download to read offline
9 Steps to
help
beverage
companies
improve
their
Demand
Forecasting
process
Demand Planning
People
Process
Data
Technology
www.halobi.com
Demand
forecasting
can be a
daunting
task in the
beverage
industry
Use these
9 steps to help
you develop an
action plan to
conquer the
demand
planning
challenge.
1. Start at
The End
Before starting, ask:
What do I want my
demand forecasting
process to include?
This impacts your
resource capacity,
team assignments
and choice of
software. Consider
your objectives to
ensure your process
and people are right
for the purpose.
Learn more:
Develop a roadmap
Demand
Planning
Marketing
Sales
Review Prior
Period
Supply
Planning
Shipment Lift
QTY
Add Market
Intelligence
Validate Total
Forecast
Demand
Consensus
Forecast
Release to
Supply
Planning
Validate
Baseline
Shipment
Stat Forecast
Consumer
Support
&
Innovation
Demand Forecasting Process
Learn more: Tools that can help
Outliers,
Exceptions,
Updates
2. Consider
What You
Need
Most Suppliers and
Distributors don’t
know if they have a
problem with their
Demand Forecasting
process.
How can you define
a problem, if you
don’t know there is a
problem?
Beverage Companies Top Forecasting Challenges
8 Challenges 8 Solutions
1. Multiple forecasts with departmental bias
(Finance, Sales, Marketing, Demand, Supply)
2. Forecast accuracy
3. Supplier/brand/SKU proliferation
4. Lead times
5. Code dates
6. New product forecasting
7. Manual processes / Excel
8. Laborious reporting
1. Consensus forecasts
2. Single data source, using more data to
forecast, segmentation
3. SKU rationalization / segmentation
4. Lag accuracy
5. Process management model
6. New product forecast models with
cannibalization accounted for
7. Standardized dashboards
8. Database automation tools
3. Measure
Data Quality
Every year, data
volumes grow
exponentially so as
technology.
With so much
changing data, you
need to plan for
measuring and
updating quality of
your information on
an ongoing basis.
Learn more:
Data Quality
4. Benchmark
Your Progress
• Examine where
you are now
• Establish where
you would like to
be
• Assess your
performance
against those
targets
Learn more:
Dashboards
Release
Forecast
Gain
Alignment
Add Market
Intelligence
Generate Base
Statistical
Forecast
Update Demand
Data
Review Prior
Month
Scope of Demand Planning Process
Reporting
Analytics
Exception
Management
KeyTechnologyCapabilities
Hierarchy
Management
Outlier
Correction
Realignment
Profile
Management
Statistical
Modeling
CRM / TPM
Integration
Event
Management
Innovation
Modeling
Version
Management
Demand
Consensus
S&OP
“What-If”
Simulations
Forecast
Release to
Supply Plan
Benchmarking Your Process
Learn more: Tools that can help
5. Secure
Team Buy-in
Stakeholder support
is key to demand
planning success. It
can no longer be a
particular job title or
siloed department
function.
Think about drivers
and pain points for
the business, and
show how you
demand planning
process changes will
help improve things
by making more
money, reducing
spend, saving time,
or reducing errors.
6. Build an
ROI, Get
Investment
Connecting the
demand planning
process to the
company’s objectives
creates a good
business plan. Key
KPIs to consider are:
 Revenue
 Cost
 working capital
 margins
 Waste
 Sales orders
Learn more:
Build your
business case
7. Put
Effective
Processes
in Place
 Ensure you have
proper measures
and metrics and a
way to
communicate
them
 Ensure everyone
in the
organization is
trained
 Hold regular
meetings to
ensure processes
are effective and
efficient
Find software and data that fits your needs today but can also scale
with your business.
8. Get the Right Technology in Place
9. Measure Your Progress
 Lower inventory levels
 Less excess and obsolete product
 Increased service levels
 Optimal use of working capital
For more information about effective
Demand Forecasting, contact Halo.
www.halobi.com
+1 888.300.0219
info@halobi.com
@halo_BI

More Related Content

What's hot

The State of the Customer Success Profession 2018 - Survey Results First Look
The State of the Customer Success Profession 2018 - Survey Results First LookThe State of the Customer Success Profession 2018 - Survey Results First Look
The State of the Customer Success Profession 2018 - Survey Results First LookTotango
 
Spending Anlaysis
Spending AnlaysisSpending Anlaysis
Spending Anlaysismubarak2009
 
Vcf and DiCentral scorecard presentation webinar 3 14-2012
Vcf and DiCentral scorecard presentation webinar 3 14-2012Vcf and DiCentral scorecard presentation webinar 3 14-2012
Vcf and DiCentral scorecard presentation webinar 3 14-2012Dicentral Corporation
 
2012 saas conversions benchmark
2012 saas conversions benchmark2012 saas conversions benchmark
2012 saas conversions benchmarkTotango
 
When is Driver-Based Modeling Applicable
When is Driver-Based Modeling ApplicableWhen is Driver-Based Modeling Applicable
When is Driver-Based Modeling ApplicableNilly Essaides
 
Charting your path to delivering world class procurement
Charting your path to delivering world class procurementCharting your path to delivering world class procurement
Charting your path to delivering world class procurementProcurement For Housing
 
Increasing profitability through marketing.
Increasing profitability through marketing.Increasing profitability through marketing.
Increasing profitability through marketing.AsHra ReHmat
 
Use of Analytics in Procurement
Use of Analytics in ProcurementUse of Analytics in Procurement
Use of Analytics in ProcurementRajat Dhawan, PhD
 
Increasing profitability through marketing
Increasing profitability through marketingIncreasing profitability through marketing
Increasing profitability through marketingAsHra ReHmat
 
Predictive Price Optimization January 2018 QueBIT Webinar - Achilles Price Op...
Predictive Price Optimization January 2018 QueBIT Webinar - Achilles Price Op...Predictive Price Optimization January 2018 QueBIT Webinar - Achilles Price Op...
Predictive Price Optimization January 2018 QueBIT Webinar - Achilles Price Op...QueBIT Consulting
 
Customer Success Maturity Model
Customer Success Maturity ModelCustomer Success Maturity Model
Customer Success Maturity ModelTSIA
 
Chi pma metrics presentation
Chi pma metrics presentationChi pma metrics presentation
Chi pma metrics presentationtoddwyder
 
The ROI of CSM Solutions
The ROI of CSM SolutionsThe ROI of CSM Solutions
The ROI of CSM SolutionsGainsight
 
World Class Procurement
World Class ProcurementWorld Class Procurement
World Class ProcurementElm Valle
 
Enterprise Feedback Management
Enterprise Feedback ManagementEnterprise Feedback Management
Enterprise Feedback Managementguestda02094
 
Innovative Data Leveraging for Procurement Analytics
Innovative Data Leveraging for Procurement AnalyticsInnovative Data Leveraging for Procurement Analytics
Innovative Data Leveraging for Procurement AnalyticsTejari
 
Presentation Book Rev 10 13 09
Presentation Book Rev 10 13 09Presentation Book Rev 10 13 09
Presentation Book Rev 10 13 09mmsalih
 

What's hot (20)

The State of the Customer Success Profession 2018 - Survey Results First Look
The State of the Customer Success Profession 2018 - Survey Results First LookThe State of the Customer Success Profession 2018 - Survey Results First Look
The State of the Customer Success Profession 2018 - Survey Results First Look
 
Spending Anlaysis
Spending AnlaysisSpending Anlaysis
Spending Anlaysis
 
Vcf and DiCentral scorecard presentation webinar 3 14-2012
Vcf and DiCentral scorecard presentation webinar 3 14-2012Vcf and DiCentral scorecard presentation webinar 3 14-2012
Vcf and DiCentral scorecard presentation webinar 3 14-2012
 
2012 saas conversions benchmark
2012 saas conversions benchmark2012 saas conversions benchmark
2012 saas conversions benchmark
 
When is Driver-Based Modeling Applicable
When is Driver-Based Modeling ApplicableWhen is Driver-Based Modeling Applicable
When is Driver-Based Modeling Applicable
 
Charting your path to delivering world class procurement
Charting your path to delivering world class procurementCharting your path to delivering world class procurement
Charting your path to delivering world class procurement
 
Increasing profitability through marketing.
Increasing profitability through marketing.Increasing profitability through marketing.
Increasing profitability through marketing.
 
Use of Analytics in Procurement
Use of Analytics in ProcurementUse of Analytics in Procurement
Use of Analytics in Procurement
 
Increasing profitability through marketing
Increasing profitability through marketingIncreasing profitability through marketing
Increasing profitability through marketing
 
Predictive Price Optimization January 2018 QueBIT Webinar - Achilles Price Op...
Predictive Price Optimization January 2018 QueBIT Webinar - Achilles Price Op...Predictive Price Optimization January 2018 QueBIT Webinar - Achilles Price Op...
Predictive Price Optimization January 2018 QueBIT Webinar - Achilles Price Op...
 
Dr. Bob Hayes Big Data and the Total Customer Experience
Dr. Bob Hayes Big Data and the Total Customer ExperienceDr. Bob Hayes Big Data and the Total Customer Experience
Dr. Bob Hayes Big Data and the Total Customer Experience
 
Customer Success Maturity Model
Customer Success Maturity ModelCustomer Success Maturity Model
Customer Success Maturity Model
 
Qlik Procurement Analytics
Qlik  Procurement AnalyticsQlik  Procurement Analytics
Qlik Procurement Analytics
 
Net Working Capital and S&OP
Net Working Capital and S&OPNet Working Capital and S&OP
Net Working Capital and S&OP
 
Chi pma metrics presentation
Chi pma metrics presentationChi pma metrics presentation
Chi pma metrics presentation
 
The ROI of CSM Solutions
The ROI of CSM SolutionsThe ROI of CSM Solutions
The ROI of CSM Solutions
 
World Class Procurement
World Class ProcurementWorld Class Procurement
World Class Procurement
 
Enterprise Feedback Management
Enterprise Feedback ManagementEnterprise Feedback Management
Enterprise Feedback Management
 
Innovative Data Leveraging for Procurement Analytics
Innovative Data Leveraging for Procurement AnalyticsInnovative Data Leveraging for Procurement Analytics
Innovative Data Leveraging for Procurement Analytics
 
Presentation Book Rev 10 13 09
Presentation Book Rev 10 13 09Presentation Book Rev 10 13 09
Presentation Book Rev 10 13 09
 

Similar to 9 steps to help beverage companies improve their demand forecasting process

Digital Strategy & Planning
Digital Strategy & PlanningDigital Strategy & Planning
Digital Strategy & PlanningMicah Timileyin
 
Selling MDM to Leadership: Defining the Why
Selling MDM to Leadership: Defining the WhySelling MDM to Leadership: Defining the Why
Selling MDM to Leadership: Defining the WhyProfisee
 
[DSC MENA 24] Ahmed_Refaay_- Where to Start Your Data Analytics Journey.pptx
[DSC MENA 24] Ahmed_Refaay_- Where to Start Your Data Analytics Journey.pptx[DSC MENA 24] Ahmed_Refaay_- Where to Start Your Data Analytics Journey.pptx
[DSC MENA 24] Ahmed_Refaay_- Where to Start Your Data Analytics Journey.pptxDataScienceConferenc1
 
Top 3 challenges of data governance & performance measurement in 2020
Top 3 challenges of data governance & performance measurement in 2020Top 3 challenges of data governance & performance measurement in 2020
Top 3 challenges of data governance & performance measurement in 2020ObservePoint
 
Six steps to revenue boosting lead generation programs
Six steps to revenue boosting lead generation programsSix steps to revenue boosting lead generation programs
Six steps to revenue boosting lead generation programsJaslynn joan
 
Business requirements gathering for bi
Business requirements gathering for biBusiness requirements gathering for bi
Business requirements gathering for biCorey Dayhuff
 
Creating a Business Case for Big Data
Creating a Business Case for Big DataCreating a Business Case for Big Data
Creating a Business Case for Big DataPerficient, Inc.
 
Optimizely building your_data_dna_e_booktthh
Optimizely building your_data_dna_e_booktthhOptimizely building your_data_dna_e_booktthh
Optimizely building your_data_dna_e_booktthhciciedeng
 
Developing a cult of analytics
Developing a cult of analyticsDeveloping a cult of analytics
Developing a cult of analyticsSteve Jackson
 
5 steps to improved marketing effectiveness & accountability
5 steps to improved marketing effectiveness & accountability5 steps to improved marketing effectiveness & accountability
5 steps to improved marketing effectiveness & accountabilityProRelevant Marketing Solutions
 
ITM business barriers.pptx
ITM  business barriers.pptxITM  business barriers.pptx
ITM business barriers.pptxrajalakshmi5921
 
The Dream Team - Getting Involvement Above and Beyond Sales
The Dream Team - Getting Involvement Above and Beyond SalesThe Dream Team - Getting Involvement Above and Beyond Sales
The Dream Team - Getting Involvement Above and Beyond Salesdreamforce2006
 
Manage What You Measure Lessons from Dashboard Pros
Manage What You Measure Lessons from Dashboard ProsManage What You Measure Lessons from Dashboard Pros
Manage What You Measure Lessons from Dashboard Prosdreamforce2006
 
Vanity vs Actionable metrics: Data Led Program Episode 1
Vanity vs Actionable metrics: Data Led Program Episode 1Vanity vs Actionable metrics: Data Led Program Episode 1
Vanity vs Actionable metrics: Data Led Program Episode 1Joseph Karim
 
Synergist System Selection & Implementation Guide
Synergist System Selection & Implementation GuideSynergist System Selection & Implementation Guide
Synergist System Selection & Implementation GuideThe Agency Works
 
Occam E-brochure single
Occam E-brochure singleOccam E-brochure single
Occam E-brochure singleSophie Handley
 
Channel Checklist for Channel Reps to use as a guide for their Channel Strate...
Channel Checklist for Channel Reps to use as a guide for their Channel Strate...Channel Checklist for Channel Reps to use as a guide for their Channel Strate...
Channel Checklist for Channel Reps to use as a guide for their Channel Strate...harwelll
 

Similar to 9 steps to help beverage companies improve their demand forecasting process (20)

Digital Strategy & Planning
Digital Strategy & PlanningDigital Strategy & Planning
Digital Strategy & Planning
 
Selling MDM to Leadership: Defining the Why
Selling MDM to Leadership: Defining the WhySelling MDM to Leadership: Defining the Why
Selling MDM to Leadership: Defining the Why
 
[DSC MENA 24] Ahmed_Refaay_- Where to Start Your Data Analytics Journey.pptx
[DSC MENA 24] Ahmed_Refaay_- Where to Start Your Data Analytics Journey.pptx[DSC MENA 24] Ahmed_Refaay_- Where to Start Your Data Analytics Journey.pptx
[DSC MENA 24] Ahmed_Refaay_- Where to Start Your Data Analytics Journey.pptx
 
Sap Business One
Sap Business OneSap Business One
Sap Business One
 
Top 3 challenges of data governance & performance measurement in 2020
Top 3 challenges of data governance & performance measurement in 2020Top 3 challenges of data governance & performance measurement in 2020
Top 3 challenges of data governance & performance measurement in 2020
 
Six steps to revenue boosting lead generation programs
Six steps to revenue boosting lead generation programsSix steps to revenue boosting lead generation programs
Six steps to revenue boosting lead generation programs
 
Business requirements gathering for bi
Business requirements gathering for biBusiness requirements gathering for bi
Business requirements gathering for bi
 
Creating a Business Case for Big Data
Creating a Business Case for Big DataCreating a Business Case for Big Data
Creating a Business Case for Big Data
 
Optimizely building your_data_dna_e_booktthh
Optimizely building your_data_dna_e_booktthhOptimizely building your_data_dna_e_booktthh
Optimizely building your_data_dna_e_booktthh
 
Developing a cult of analytics
Developing a cult of analyticsDeveloping a cult of analytics
Developing a cult of analytics
 
5 steps to improved marketing effectiveness & accountability
5 steps to improved marketing effectiveness & accountability5 steps to improved marketing effectiveness & accountability
5 steps to improved marketing effectiveness & accountability
 
ITM business barriers.pptx
ITM  business barriers.pptxITM  business barriers.pptx
ITM business barriers.pptx
 
The Dream Team - Getting Involvement Above and Beyond Sales
The Dream Team - Getting Involvement Above and Beyond SalesThe Dream Team - Getting Involvement Above and Beyond Sales
The Dream Team - Getting Involvement Above and Beyond Sales
 
Effective Planning Models
Effective Planning ModelsEffective Planning Models
Effective Planning Models
 
Manage What You Measure Lessons from Dashboard Pros
Manage What You Measure Lessons from Dashboard ProsManage What You Measure Lessons from Dashboard Pros
Manage What You Measure Lessons from Dashboard Pros
 
Vanity vs Actionable metrics: Data Led Program Episode 1
Vanity vs Actionable metrics: Data Led Program Episode 1Vanity vs Actionable metrics: Data Led Program Episode 1
Vanity vs Actionable metrics: Data Led Program Episode 1
 
Synergist System Selection & Implementation Guide
Synergist System Selection & Implementation GuideSynergist System Selection & Implementation Guide
Synergist System Selection & Implementation Guide
 
Occam E-brochure single
Occam E-brochure singleOccam E-brochure single
Occam E-brochure single
 
Channel Checklist for Channel Reps to use as a guide for their Channel Strate...
Channel Checklist for Channel Reps to use as a guide for their Channel Strate...Channel Checklist for Channel Reps to use as a guide for their Channel Strate...
Channel Checklist for Channel Reps to use as a guide for their Channel Strate...
 
Pl 3 Effective Planning Models
Pl 3    Effective Planning ModelsPl 3    Effective Planning Models
Pl 3 Effective Planning Models
 

Recently uploaded

Call Girls In Doddaballapur Road ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Doddaballapur Road ☎ 7737669865 🥵 Book Your One night StandCall Girls In Doddaballapur Road ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Doddaballapur Road ☎ 7737669865 🥵 Book Your One night Standamitlee9823
 
👉 Amritsar Call Girl 👉📞 6367187148 👉📞 Just📲 Call Ruhi Call Girl Phone No Amri...
👉 Amritsar Call Girl 👉📞 6367187148 👉📞 Just📲 Call Ruhi Call Girl Phone No Amri...👉 Amritsar Call Girl 👉📞 6367187148 👉📞 Just📲 Call Ruhi Call Girl Phone No Amri...
👉 Amritsar Call Girl 👉📞 6367187148 👉📞 Just📲 Call Ruhi Call Girl Phone No Amri...karishmasinghjnh
 
Discover Why Less is More in B2B Research
Discover Why Less is More in B2B ResearchDiscover Why Less is More in B2B Research
Discover Why Less is More in B2B Researchmichael115558
 
Vip Mumbai Call Girls Thane West Call On 9920725232 With Body to body massage...
Vip Mumbai Call Girls Thane West Call On 9920725232 With Body to body massage...Vip Mumbai Call Girls Thane West Call On 9920725232 With Body to body massage...
Vip Mumbai Call Girls Thane West Call On 9920725232 With Body to body massage...amitlee9823
 
Mg Road Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Banga...
Mg Road Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Banga...Mg Road Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Banga...
Mg Road Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Banga...amitlee9823
 
VIP Model Call Girls Hinjewadi ( Pune ) Call ON 8005736733 Starting From 5K t...
VIP Model Call Girls Hinjewadi ( Pune ) Call ON 8005736733 Starting From 5K t...VIP Model Call Girls Hinjewadi ( Pune ) Call ON 8005736733 Starting From 5K t...
VIP Model Call Girls Hinjewadi ( Pune ) Call ON 8005736733 Starting From 5K t...SUHANI PANDEY
 
Call Girls In Bellandur ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Bellandur ☎ 7737669865 🥵 Book Your One night StandCall Girls In Bellandur ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Bellandur ☎ 7737669865 🥵 Book Your One night Standamitlee9823
 
Escorts Service Kumaraswamy Layout ☎ 7737669865☎ Book Your One night Stand (B...
Escorts Service Kumaraswamy Layout ☎ 7737669865☎ Book Your One night Stand (B...Escorts Service Kumaraswamy Layout ☎ 7737669865☎ Book Your One night Stand (B...
Escorts Service Kumaraswamy Layout ☎ 7737669865☎ Book Your One night Stand (B...amitlee9823
 
Call Girls In Hsr Layout ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Hsr Layout ☎ 7737669865 🥵 Book Your One night StandCall Girls In Hsr Layout ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Hsr Layout ☎ 7737669865 🥵 Book Your One night Standamitlee9823
 
Call Girls Indiranagar Just Call 👗 7737669865 👗 Top Class Call Girl Service B...
Call Girls Indiranagar Just Call 👗 7737669865 👗 Top Class Call Girl Service B...Call Girls Indiranagar Just Call 👗 7737669865 👗 Top Class Call Girl Service B...
Call Girls Indiranagar Just Call 👗 7737669865 👗 Top Class Call Girl Service B...amitlee9823
 
Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...amitlee9823
 
Midocean dropshipping via API with DroFx
Midocean dropshipping via API with DroFxMidocean dropshipping via API with DroFx
Midocean dropshipping via API with DroFxolyaivanovalion
 
Jual Obat Aborsi Surabaya ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Surabaya ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...Jual Obat Aborsi Surabaya ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Surabaya ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...ZurliaSoop
 
Call Girls In Attibele ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Attibele ☎ 7737669865 🥵 Book Your One night StandCall Girls In Attibele ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Attibele ☎ 7737669865 🥵 Book Your One night Standamitlee9823
 
Cheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 night
Cheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 nightCheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 night
Cheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 nightDelhi Call girls
 
➥🔝 7737669865 🔝▻ malwa Call-girls in Women Seeking Men 🔝malwa🔝 Escorts Ser...
➥🔝 7737669865 🔝▻ malwa Call-girls in Women Seeking Men  🔝malwa🔝   Escorts Ser...➥🔝 7737669865 🔝▻ malwa Call-girls in Women Seeking Men  🔝malwa🔝   Escorts Ser...
➥🔝 7737669865 🔝▻ malwa Call-girls in Women Seeking Men 🔝malwa🔝 Escorts Ser...amitlee9823
 
Detecting Credit Card Fraud: A Machine Learning Approach
Detecting Credit Card Fraud: A Machine Learning ApproachDetecting Credit Card Fraud: A Machine Learning Approach
Detecting Credit Card Fraud: A Machine Learning ApproachBoston Institute of Analytics
 

Recently uploaded (20)

Call Girls In Doddaballapur Road ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Doddaballapur Road ☎ 7737669865 🥵 Book Your One night StandCall Girls In Doddaballapur Road ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Doddaballapur Road ☎ 7737669865 🥵 Book Your One night Stand
 
👉 Amritsar Call Girl 👉📞 6367187148 👉📞 Just📲 Call Ruhi Call Girl Phone No Amri...
👉 Amritsar Call Girl 👉📞 6367187148 👉📞 Just📲 Call Ruhi Call Girl Phone No Amri...👉 Amritsar Call Girl 👉📞 6367187148 👉📞 Just📲 Call Ruhi Call Girl Phone No Amri...
👉 Amritsar Call Girl 👉📞 6367187148 👉📞 Just📲 Call Ruhi Call Girl Phone No Amri...
 
Discover Why Less is More in B2B Research
Discover Why Less is More in B2B ResearchDiscover Why Less is More in B2B Research
Discover Why Less is More in B2B Research
 
Vip Mumbai Call Girls Thane West Call On 9920725232 With Body to body massage...
Vip Mumbai Call Girls Thane West Call On 9920725232 With Body to body massage...Vip Mumbai Call Girls Thane West Call On 9920725232 With Body to body massage...
Vip Mumbai Call Girls Thane West Call On 9920725232 With Body to body massage...
 
Mg Road Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Banga...
Mg Road Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Banga...Mg Road Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Banga...
Mg Road Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Banga...
 
VIP Model Call Girls Hinjewadi ( Pune ) Call ON 8005736733 Starting From 5K t...
VIP Model Call Girls Hinjewadi ( Pune ) Call ON 8005736733 Starting From 5K t...VIP Model Call Girls Hinjewadi ( Pune ) Call ON 8005736733 Starting From 5K t...
VIP Model Call Girls Hinjewadi ( Pune ) Call ON 8005736733 Starting From 5K t...
 
Call Girls In Bellandur ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Bellandur ☎ 7737669865 🥵 Book Your One night StandCall Girls In Bellandur ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Bellandur ☎ 7737669865 🥵 Book Your One night Stand
 
Escorts Service Kumaraswamy Layout ☎ 7737669865☎ Book Your One night Stand (B...
Escorts Service Kumaraswamy Layout ☎ 7737669865☎ Book Your One night Stand (B...Escorts Service Kumaraswamy Layout ☎ 7737669865☎ Book Your One night Stand (B...
Escorts Service Kumaraswamy Layout ☎ 7737669865☎ Book Your One night Stand (B...
 
Call Girls In Hsr Layout ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Hsr Layout ☎ 7737669865 🥵 Book Your One night StandCall Girls In Hsr Layout ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Hsr Layout ☎ 7737669865 🥵 Book Your One night Stand
 
Call Girls Indiranagar Just Call 👗 7737669865 👗 Top Class Call Girl Service B...
Call Girls Indiranagar Just Call 👗 7737669865 👗 Top Class Call Girl Service B...Call Girls Indiranagar Just Call 👗 7737669865 👗 Top Class Call Girl Service B...
Call Girls Indiranagar Just Call 👗 7737669865 👗 Top Class Call Girl Service B...
 
Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
 
CHEAP Call Girls in Rabindra Nagar (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
CHEAP Call Girls in Rabindra Nagar  (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICECHEAP Call Girls in Rabindra Nagar  (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
CHEAP Call Girls in Rabindra Nagar (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
 
Midocean dropshipping via API with DroFx
Midocean dropshipping via API with DroFxMidocean dropshipping via API with DroFx
Midocean dropshipping via API with DroFx
 
Anomaly detection and data imputation within time series
Anomaly detection and data imputation within time seriesAnomaly detection and data imputation within time series
Anomaly detection and data imputation within time series
 
Jual Obat Aborsi Surabaya ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Surabaya ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...Jual Obat Aborsi Surabaya ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Surabaya ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
 
Call Girls In Attibele ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Attibele ☎ 7737669865 🥵 Book Your One night StandCall Girls In Attibele ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Attibele ☎ 7737669865 🥵 Book Your One night Stand
 
CHEAP Call Girls in Saket (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
CHEAP Call Girls in Saket (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICECHEAP Call Girls in Saket (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
CHEAP Call Girls in Saket (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
 
Cheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 night
Cheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 nightCheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 night
Cheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 night
 
➥🔝 7737669865 🔝▻ malwa Call-girls in Women Seeking Men 🔝malwa🔝 Escorts Ser...
➥🔝 7737669865 🔝▻ malwa Call-girls in Women Seeking Men  🔝malwa🔝   Escorts Ser...➥🔝 7737669865 🔝▻ malwa Call-girls in Women Seeking Men  🔝malwa🔝   Escorts Ser...
➥🔝 7737669865 🔝▻ malwa Call-girls in Women Seeking Men 🔝malwa🔝 Escorts Ser...
 
Detecting Credit Card Fraud: A Machine Learning Approach
Detecting Credit Card Fraud: A Machine Learning ApproachDetecting Credit Card Fraud: A Machine Learning Approach
Detecting Credit Card Fraud: A Machine Learning Approach
 

9 steps to help beverage companies improve their demand forecasting process

  • 1. 9 Steps to help beverage companies improve their Demand Forecasting process Demand Planning People Process Data Technology www.halobi.com
  • 2. Demand forecasting can be a daunting task in the beverage industry Use these 9 steps to help you develop an action plan to conquer the demand planning challenge.
  • 3. 1. Start at The End Before starting, ask: What do I want my demand forecasting process to include? This impacts your resource capacity, team assignments and choice of software. Consider your objectives to ensure your process and people are right for the purpose. Learn more: Develop a roadmap
  • 4. Demand Planning Marketing Sales Review Prior Period Supply Planning Shipment Lift QTY Add Market Intelligence Validate Total Forecast Demand Consensus Forecast Release to Supply Planning Validate Baseline Shipment Stat Forecast Consumer Support & Innovation Demand Forecasting Process Learn more: Tools that can help Outliers, Exceptions, Updates
  • 5. 2. Consider What You Need Most Suppliers and Distributors don’t know if they have a problem with their Demand Forecasting process. How can you define a problem, if you don’t know there is a problem?
  • 6. Beverage Companies Top Forecasting Challenges 8 Challenges 8 Solutions 1. Multiple forecasts with departmental bias (Finance, Sales, Marketing, Demand, Supply) 2. Forecast accuracy 3. Supplier/brand/SKU proliferation 4. Lead times 5. Code dates 6. New product forecasting 7. Manual processes / Excel 8. Laborious reporting 1. Consensus forecasts 2. Single data source, using more data to forecast, segmentation 3. SKU rationalization / segmentation 4. Lag accuracy 5. Process management model 6. New product forecast models with cannibalization accounted for 7. Standardized dashboards 8. Database automation tools
  • 7. 3. Measure Data Quality Every year, data volumes grow exponentially so as technology. With so much changing data, you need to plan for measuring and updating quality of your information on an ongoing basis. Learn more: Data Quality
  • 8. 4. Benchmark Your Progress • Examine where you are now • Establish where you would like to be • Assess your performance against those targets Learn more: Dashboards
  • 9. Release Forecast Gain Alignment Add Market Intelligence Generate Base Statistical Forecast Update Demand Data Review Prior Month Scope of Demand Planning Process Reporting Analytics Exception Management KeyTechnologyCapabilities Hierarchy Management Outlier Correction Realignment Profile Management Statistical Modeling CRM / TPM Integration Event Management Innovation Modeling Version Management Demand Consensus S&OP “What-If” Simulations Forecast Release to Supply Plan Benchmarking Your Process Learn more: Tools that can help
  • 10. 5. Secure Team Buy-in Stakeholder support is key to demand planning success. It can no longer be a particular job title or siloed department function. Think about drivers and pain points for the business, and show how you demand planning process changes will help improve things by making more money, reducing spend, saving time, or reducing errors.
  • 11. 6. Build an ROI, Get Investment Connecting the demand planning process to the company’s objectives creates a good business plan. Key KPIs to consider are:  Revenue  Cost  working capital  margins  Waste  Sales orders Learn more: Build your business case
  • 12. 7. Put Effective Processes in Place  Ensure you have proper measures and metrics and a way to communicate them  Ensure everyone in the organization is trained  Hold regular meetings to ensure processes are effective and efficient
  • 13. Find software and data that fits your needs today but can also scale with your business. 8. Get the Right Technology in Place
  • 14. 9. Measure Your Progress  Lower inventory levels  Less excess and obsolete product  Increased service levels  Optimal use of working capital
  • 15. For more information about effective Demand Forecasting, contact Halo. www.halobi.com +1 888.300.0219 info@halobi.com @halo_BI