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Manoj Jain
Senior Director – Software Engineering
Dec 9, 2023
Engineering
Metrics
CORNERSTONE FOR BUILDING HIGH QUALITY
PRODUCTS
2
Copyright © 2023 Axtria and/or its affiliates. All rights reserved. | Axtria Confidential – Internal/Restricted/Highly Restricted
About me
• Passionate about building high quality
products since 1999
• Part of Axtria’s global R&D Team
• Previously worked with Mezocliq, Oracle,
MakeMyTrip, CA Technologies, Nucleus
Software & Newgen Software
• Speaker & author
• Cyclist
• Philanthropist
Manoj.jain@axtria.com
manojjain99@yahoo.com
https://www.linkedin.com/in/manojjain/
https://twitter.com/manojjain99
3
Copyright © 2023 Axtria and/or its affiliates. All rights reserved. | Axtria Confidential – Internal/Restricted/Highly Restricted
Axtria – Driving Life Sciences Industry performance
Through unique LS-focused combination of decision Science, commercial excellence & data management
Employees
Worldwide
2,900+
Principals
with 20+ years of Life
Sciences experience
Locations
Global Delivery
and Data Centers
80+
19
• Enterprise Technology Platform
• Cloud-based Configurable IP
• Deep Pharma experience
• Strategic & Operational Expertise
• Cloud Data Management
• Cloud BI & Insights
• Cloud MDM
• Big Data
• Territory Alignment
• Call Planning
• Incentive Compensation
• Field Reporting
• Sales & Marketing Analytics
• OTC Analytics
• Patient Analytics
• Digital Analytics
• NBA
• Omnichannel
Orchestration
• Customer Journey
DECISION
SCIENCE
&
COMMERCIAL
EXCELLENCE
PHARMA DATA
MANAGEMENT
& TECHNOLOGY
Clients including
8 of Top 10 Pharma &
15 of Top 20 Pharma
Commercial Ops sales
reps on Axtria’s platform
100+ 100,000+
Driving PERFORMANCE for our Clients
Through Transformational DECISION SCIENCE & COMMERCIAL EXCELLENCE
Powered by Extensive Pharma DATA MANAGEMENT & TECHNOLOGY Expertise
Global Presence
4
Copyright © 2023 Axtria and/or its affiliates. All rights reserved. | Axtria Confidential – Internal/Restricted/Highly Restricted
Why do we aspire for building high quality products?
5
Copyright © 2023 Axtria and/or its affiliates. All rights reserved. | Axtria Confidential – Internal/Restricted/Highly Restricted
Common challenges across organizations…
Subtitle Goes Here
And many-more…
6
Copyright © 2023 Axtria and/or its affiliates. All rights reserved. | Axtria Confidential – Internal/Restricted/Highly Restricted
7
Copyright © 2023 Axtria and/or its affiliates. All rights reserved. | Axtria Confidential – Internal/Restricted/Highly Restricted
How did we go about it?
9
Copyright © 2023 Axtria and/or its affiliates. All rights reserved. | Axtria Confidential – Internal/Restricted/Highly Restricted
Metrics
Subtitle Goes Here
10
Copyright © 2023 Axtria and/or its affiliates. All rights reserved. | Axtria Confidential – Internal/Restricted/Highly Restricted
Who all should be covered while considering metrics?
Subtitle Goes Here
Engineering
Metrics
Dev
QE
Support
PO
Team
11
Copyright © 2023 Axtria and/or its affiliates. All rights reserved. | Axtria Confidential – Internal/Restricted/Highly Restricted
Engineering Metrics
Subtitle Goes Here
Function Metrics Target How to track?
Development Automated unit test coverage 80%+ Via CI/CD pipeline
Development Security Assessment No Open C+H Via CI/CD pipeline
Development Static Code Analysis No Open C+H Via CI/CD pipeline
Development Defects Density TBD Total defects /KLOC
Development Defects leaked by Dev (C+ H) <=10% Defects (C+H)/Total Defects * 100
QE Automated functional tests 80%+ Qmetry
QE Defect Escape Rate <=5% Prod. Defects /(Prod. defects + QE defects)*100
QE Performance Assessment (Key Scenarios) <3sec Performance test results
Support Average Ageing - Bugs (Critical) 15 days JIRA ServiceDesk
Support Average Ageing - Bugs (Overall) 120 days JIRA ServiceDesk
Product Mgmt. SLA for review for improvements 30 days JIRA ServiceDesk
Product Sprint Velocity (Throughput) 80%+ Product JIRA
Product Release Throughput 80%+ Product JIRA
12
Copyright © 2023 Axtria and/or its affiliates. All rights reserved. | Axtria Confidential – Internal/Restricted/Highly Restricted
Executive Summary View
13
Copyright © 2023 Axtria and/or its affiliates. All rights reserved. | Axtria Confidential – Internal/Restricted/Highly Restricted
Detailed View (Product Wise)
14
Copyright © 2023 Axtria and/or its affiliates. All rights reserved. | Axtria Confidential – Internal/Restricted/Highly Restricted
Online dashboard using ELK
15
Copyright © 2023 Axtria and/or its affiliates. All rights reserved. | Axtria Confidential – Internal/Restricted/Highly Restricted
Notifications using MS Teams
16
Copyright © 2023 Axtria and/or its affiliates. All rights reserved. | Axtria Confidential – Internal/Restricted/Highly Restricted
Outcome?
• Improvement in quality of stories
• Improvement in sprint throughputs
• Improved CSAT & NPS
• Any many more…
Teams are well aware about focus areas which help in achieving enterprise excellence!!!
Tips and Key Takeaways
18
Copyright © 2023 Axtria and/or its affiliates. All rights reserved. | Axtria Confidential – Internal/Restricted/Highly Restricted
19
Copyright © 2023 Axtria and/or its affiliates. All rights reserved. | Axtria Confidential – Internal/Restricted/Highly Restricted
WHY MOST OF INITIATIVES STRUGGLE?
20
Copyright © 2023 Axtria and/or its affiliates. All rights reserved. | Axtria Confidential – Internal/Restricted/Highly Restricted
Communication
21
Copyright © 2023 Axtria and/or its affiliates. All rights reserved. | Axtria Confidential – Internal/Restricted/Highly Restricted
Top 3 key takeaways
1. Don’t look for a perfect start and
just start measuring
2. Don’t look at snapshots but have
trends to identify patterns &
outliers
3. While you may start with manual
measurements, get to automation
at the earliest
22
Copyright © 2023 Axtria and/or its affiliates. All rights reserved. | Axtria Confidential – Internal/Restricted/Highly Restricted
Questions
Manoj.jain@axtria.com
manojjain99@yahoo.com
https://www.linkedin.com/in/manojjain/
https://twitter.com/manojjain99
Do you have a question for
us?

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Agile Gurugram 2023 I Engineering Metrics: Cornerstone for Building High Quality Products -Manoj Jain

  • 1. Manoj Jain Senior Director – Software Engineering Dec 9, 2023 Engineering Metrics CORNERSTONE FOR BUILDING HIGH QUALITY PRODUCTS
  • 2. 2 Copyright © 2023 Axtria and/or its affiliates. All rights reserved. | Axtria Confidential – Internal/Restricted/Highly Restricted About me • Passionate about building high quality products since 1999 • Part of Axtria’s global R&D Team • Previously worked with Mezocliq, Oracle, MakeMyTrip, CA Technologies, Nucleus Software & Newgen Software • Speaker & author • Cyclist • Philanthropist Manoj.jain@axtria.com manojjain99@yahoo.com https://www.linkedin.com/in/manojjain/ https://twitter.com/manojjain99
  • 3. 3 Copyright © 2023 Axtria and/or its affiliates. All rights reserved. | Axtria Confidential – Internal/Restricted/Highly Restricted Axtria – Driving Life Sciences Industry performance Through unique LS-focused combination of decision Science, commercial excellence & data management Employees Worldwide 2,900+ Principals with 20+ years of Life Sciences experience Locations Global Delivery and Data Centers 80+ 19 • Enterprise Technology Platform • Cloud-based Configurable IP • Deep Pharma experience • Strategic & Operational Expertise • Cloud Data Management • Cloud BI & Insights • Cloud MDM • Big Data • Territory Alignment • Call Planning • Incentive Compensation • Field Reporting • Sales & Marketing Analytics • OTC Analytics • Patient Analytics • Digital Analytics • NBA • Omnichannel Orchestration • Customer Journey DECISION SCIENCE & COMMERCIAL EXCELLENCE PHARMA DATA MANAGEMENT & TECHNOLOGY Clients including 8 of Top 10 Pharma & 15 of Top 20 Pharma Commercial Ops sales reps on Axtria’s platform 100+ 100,000+ Driving PERFORMANCE for our Clients Through Transformational DECISION SCIENCE & COMMERCIAL EXCELLENCE Powered by Extensive Pharma DATA MANAGEMENT & TECHNOLOGY Expertise Global Presence
  • 4. 4 Copyright © 2023 Axtria and/or its affiliates. All rights reserved. | Axtria Confidential – Internal/Restricted/Highly Restricted Why do we aspire for building high quality products?
  • 5. 5 Copyright © 2023 Axtria and/or its affiliates. All rights reserved. | Axtria Confidential – Internal/Restricted/Highly Restricted Common challenges across organizations… Subtitle Goes Here And many-more…
  • 6. 6 Copyright © 2023 Axtria and/or its affiliates. All rights reserved. | Axtria Confidential – Internal/Restricted/Highly Restricted
  • 7. 7 Copyright © 2023 Axtria and/or its affiliates. All rights reserved. | Axtria Confidential – Internal/Restricted/Highly Restricted
  • 8. How did we go about it?
  • 9. 9 Copyright © 2023 Axtria and/or its affiliates. All rights reserved. | Axtria Confidential – Internal/Restricted/Highly Restricted Metrics Subtitle Goes Here
  • 10. 10 Copyright © 2023 Axtria and/or its affiliates. All rights reserved. | Axtria Confidential – Internal/Restricted/Highly Restricted Who all should be covered while considering metrics? Subtitle Goes Here Engineering Metrics Dev QE Support PO Team
  • 11. 11 Copyright © 2023 Axtria and/or its affiliates. All rights reserved. | Axtria Confidential – Internal/Restricted/Highly Restricted Engineering Metrics Subtitle Goes Here Function Metrics Target How to track? Development Automated unit test coverage 80%+ Via CI/CD pipeline Development Security Assessment No Open C+H Via CI/CD pipeline Development Static Code Analysis No Open C+H Via CI/CD pipeline Development Defects Density TBD Total defects /KLOC Development Defects leaked by Dev (C+ H) <=10% Defects (C+H)/Total Defects * 100 QE Automated functional tests 80%+ Qmetry QE Defect Escape Rate <=5% Prod. Defects /(Prod. defects + QE defects)*100 QE Performance Assessment (Key Scenarios) <3sec Performance test results Support Average Ageing - Bugs (Critical) 15 days JIRA ServiceDesk Support Average Ageing - Bugs (Overall) 120 days JIRA ServiceDesk Product Mgmt. SLA for review for improvements 30 days JIRA ServiceDesk Product Sprint Velocity (Throughput) 80%+ Product JIRA Product Release Throughput 80%+ Product JIRA
  • 12. 12 Copyright © 2023 Axtria and/or its affiliates. All rights reserved. | Axtria Confidential – Internal/Restricted/Highly Restricted Executive Summary View
  • 13. 13 Copyright © 2023 Axtria and/or its affiliates. All rights reserved. | Axtria Confidential – Internal/Restricted/Highly Restricted Detailed View (Product Wise)
  • 14. 14 Copyright © 2023 Axtria and/or its affiliates. All rights reserved. | Axtria Confidential – Internal/Restricted/Highly Restricted Online dashboard using ELK
  • 15. 15 Copyright © 2023 Axtria and/or its affiliates. All rights reserved. | Axtria Confidential – Internal/Restricted/Highly Restricted Notifications using MS Teams
  • 16. 16 Copyright © 2023 Axtria and/or its affiliates. All rights reserved. | Axtria Confidential – Internal/Restricted/Highly Restricted Outcome? • Improvement in quality of stories • Improvement in sprint throughputs • Improved CSAT & NPS • Any many more… Teams are well aware about focus areas which help in achieving enterprise excellence!!!
  • 17. Tips and Key Takeaways
  • 18. 18 Copyright © 2023 Axtria and/or its affiliates. All rights reserved. | Axtria Confidential – Internal/Restricted/Highly Restricted
  • 19. 19 Copyright © 2023 Axtria and/or its affiliates. All rights reserved. | Axtria Confidential – Internal/Restricted/Highly Restricted WHY MOST OF INITIATIVES STRUGGLE?
  • 20. 20 Copyright © 2023 Axtria and/or its affiliates. All rights reserved. | Axtria Confidential – Internal/Restricted/Highly Restricted Communication
  • 21. 21 Copyright © 2023 Axtria and/or its affiliates. All rights reserved. | Axtria Confidential – Internal/Restricted/Highly Restricted Top 3 key takeaways 1. Don’t look for a perfect start and just start measuring 2. Don’t look at snapshots but have trends to identify patterns & outliers 3. While you may start with manual measurements, get to automation at the earliest
  • 22. 22 Copyright © 2023 Axtria and/or its affiliates. All rights reserved. | Axtria Confidential – Internal/Restricted/Highly Restricted Questions Manoj.jain@axtria.com manojjain99@yahoo.com https://www.linkedin.com/in/manojjain/ https://twitter.com/manojjain99
  • 23. Do you have a question for us?