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August 14, 2014
The Science of Data-Driven Product
Management
Today’s speakers
Alan Ho
Apigee
Jin Zhang
Apigee
Jeff West
Apigee
www.iloveapis2014.com
WEBCASTLMTD—First 10 Get $195 Pass
CC BY-SA
Apigee social channels
YouTube
http://youtube.com/apigee
Slideshare
http://slideshare.com/apigee
© 2014 Apigee Confidential – All Rights Reserved
• Context sharing
– What makes a good data scientist
– Impact from cloud
– Data-driven product management and Apigee enterprise customers
• How Apigee does data-driven product management
• Examples of product management decisions
• Summary
Agenda
© 2014 Apigee Confidential – All Rights Reserved
Our world today
© 2014 Apigee Confidential – All Rights Reserved
Avoid the enterprise software death trap
“No one
uses our
product”
“What’s
missing?”
“Let’s fill in
the gaps”
© 2014 Apigee Confidential – All Rights Reserved
Product management dashboard
CustomerID CustomerName Date
Feature
Count
Traffic
Index
1 Customer1 6/1/14 15 9
2 Customer2 6/1/14 10 12
3 Customer3 6/1/14 5 7
1 Customer1 7/1/14 15 8
2 Customer2 7/1/14 13 14
3 Customer3 7/1/14 4 4
© 2014 Apigee Confidential – All Rights Reserved
• Analysis to decide what connectors to build
• Top Connections:
– Amazon Web Services (S3, SNS, SQS)
– Salesforce
– SQL Databases
– LDAP integration with OAuth (Password Grant)
• Validate the analysis by conversing with customers
• Engage customers for early access and final validation
Apigee connectors in Node.js
© 2014 Apigee Confidential – All Rights Reserved
Customer usage intelligence
© 2014 Apigee Confidential – All Rights Reserved
Nucleus architecture
Data access
API
Maester
Apigee
PostgreSQL
Connector
Ingest
API
Apigee SQS
Connector
© 2014 Apigee Confidential – All Rights Reserved
The URI of the resource drives the routing to a table or stored procedure
in Nucleus. For example, this message:
{
"version": 1,
"uri": "nucleus://edge/orgs/api-connectors/apis/test"
"body": { (Object from REST endpoint)
"hello": "world"
"object": {
"hello": ”multiverse"
},
"metadata": {
"timestamp": 1403110147.22,
"anything": "you want"
}
}
is routed to this stored procedure: edge.nucleus_orgs_apis_v1
Nucleus RESTful API resource data
© 2014 Apigee Confidential – All Rights Reserved
Example: How is my company doing?
© 2014 Apigee Confidential – All Rights Reserved
• Session objectives
• Last quarter’s journey & experience
• Customer roadmap
• Apigee update
• Engagement with Apigee
• Wrap up & next Steps
Apigee quarterly customer review: a sample agenda
Share data points in
conjunction with
roadmap discussion
© 2014 Apigee Confidential – All Rights Reserved
How do we measure the Apigee customer experience
Overall, how would you describe your experience with Apigee?
Terrible
Awesome
1 2 3 4 5 6 7
8 9 10
At Risk Swing Voters Awesome
ACE Score = average rating x 10
Can range from 0 to 100
© 2014 Apigee Confidential – All Rights Reserved
• Gut-based to data-driven
• Continually validate and improve (analyze, act/test, analyze again)
• Connecting the dots = real business value
• Grow your own tool bag over time
Takeaways
Questions?
Alan Ho
Apigee
@karlunho
Jin Zhang
Apigee
@jinz1
Jeff West
Apigee
@jeffreyawest
www.iloveapis2014.com
WEBCASTLMTD- First 10 Get $195 Pass
Thank you
11 February 2014

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The Science of Data-Driven Product Management

  • 1. August 14, 2014 The Science of Data-Driven Product Management
  • 2. Today’s speakers Alan Ho Apigee Jin Zhang Apigee Jeff West Apigee
  • 4. CC BY-SA Apigee social channels YouTube http://youtube.com/apigee Slideshare http://slideshare.com/apigee
  • 5. © 2014 Apigee Confidential – All Rights Reserved • Context sharing – What makes a good data scientist – Impact from cloud – Data-driven product management and Apigee enterprise customers • How Apigee does data-driven product management • Examples of product management decisions • Summary Agenda
  • 6. © 2014 Apigee Confidential – All Rights Reserved Our world today
  • 7. © 2014 Apigee Confidential – All Rights Reserved Avoid the enterprise software death trap “No one uses our product” “What’s missing?” “Let’s fill in the gaps”
  • 8. © 2014 Apigee Confidential – All Rights Reserved Product management dashboard CustomerID CustomerName Date Feature Count Traffic Index 1 Customer1 6/1/14 15 9 2 Customer2 6/1/14 10 12 3 Customer3 6/1/14 5 7 1 Customer1 7/1/14 15 8 2 Customer2 7/1/14 13 14 3 Customer3 7/1/14 4 4
  • 9. © 2014 Apigee Confidential – All Rights Reserved • Analysis to decide what connectors to build • Top Connections: – Amazon Web Services (S3, SNS, SQS) – Salesforce – SQL Databases – LDAP integration with OAuth (Password Grant) • Validate the analysis by conversing with customers • Engage customers for early access and final validation Apigee connectors in Node.js
  • 10. © 2014 Apigee Confidential – All Rights Reserved Customer usage intelligence
  • 11. © 2014 Apigee Confidential – All Rights Reserved Nucleus architecture Data access API Maester Apigee PostgreSQL Connector Ingest API Apigee SQS Connector
  • 12. © 2014 Apigee Confidential – All Rights Reserved The URI of the resource drives the routing to a table or stored procedure in Nucleus. For example, this message: { "version": 1, "uri": "nucleus://edge/orgs/api-connectors/apis/test" "body": { (Object from REST endpoint) "hello": "world" "object": { "hello": ”multiverse" }, "metadata": { "timestamp": 1403110147.22, "anything": "you want" } } is routed to this stored procedure: edge.nucleus_orgs_apis_v1 Nucleus RESTful API resource data
  • 13. © 2014 Apigee Confidential – All Rights Reserved Example: How is my company doing?
  • 14. © 2014 Apigee Confidential – All Rights Reserved • Session objectives • Last quarter’s journey & experience • Customer roadmap • Apigee update • Engagement with Apigee • Wrap up & next Steps Apigee quarterly customer review: a sample agenda Share data points in conjunction with roadmap discussion
  • 15. © 2014 Apigee Confidential – All Rights Reserved How do we measure the Apigee customer experience Overall, how would you describe your experience with Apigee? Terrible Awesome 1 2 3 4 5 6 7 8 9 10 At Risk Swing Voters Awesome ACE Score = average rating x 10 Can range from 0 to 100
  • 16. © 2014 Apigee Confidential – All Rights Reserved • Gut-based to data-driven • Continually validate and improve (analyze, act/test, analyze again) • Connecting the dots = real business value • Grow your own tool bag over time Takeaways