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Joel Foner
Results Improvement Coach, ICAgile Instructor, SAFe SPC,
Scrum@Scale, AHF, OpenSpace Facilitator, CSM
https://www.linkedin.com/in/joelfoner/
@JoelFoner
You Can Unlock Big Change
With Agile Data
©2020 Joel Foner
joel.foner@resultsimprovement.com
HOW ARE WE DOING?
2
©2020 Joel Foner
joel.foner@resultsimprovement.com
3
©2020 Joel Foner
joel.foner@resultsimprovement.com
BETTER?
53.725%
4
©2020 Joel Foner
joel.foner@resultsimprovement.com
YEAH, WE DO AGILE, BUT WE DON’T USE DATA
Really?
5
©2020 Joel Foner
joel.foner@resultsimprovement.com
YEAH, WE DO AGILE, BUT OUR DATA IS NO GOOD
6
©2020 Joel Foner
joel.foner@resultsimprovement.com
YEAH, WE DO AGILE, BUT OUR DATA IS NO GOOD
…and you’re OK with that?
7
©2020 Joel Foner
joel.foner@resultsimprovement.com
THE CORE OF AGILE/LEAN/KANBAN/SCRUM
Empirical Methods
8
©2020 Joel Foner
joel.foner@resultsimprovement.com
9
©2020 Joel Foner
joel.foner@resultsimprovement.com
Empirical Methods
THE CORE OF AGILE/LEAN/KANBAN/SCRUM
10
©2020 Joel Foner
joel.foner@resultsimprovement.com
©2017 Ken Schwaber and Jeff Sutherland. Offered for license under the Attribution Share-Alike license of Creative Commons, accessible at
http://creativecommons.org/licenses/by-sa/4.0/legalcode and also described in summary form at http://creativecommons.org/licenses/by-sa/4.0/
THE CORE OF AGILE/LEAN/KANBAN/SCRUM
11
©2020 Joel Foner
joel.foner@resultsimprovement.com
THE CORE OF AGILE/LEAN/KANBAN/SCRUM
“WE NEED TO TALK…” J
12
©2020 Joel Foner
joel.foner@resultsimprovement.com
YEAH, WE DO AGILE, BUT OUR DATA IS NO GOOD
“WE STILL NEED TO TALK…” J
13
©2020 Joel Foner
joel.foner@resultsimprovement.com
YEAH, WE DO SCRUM, BUT OUR DATA IS NO GOOD
“YUP, WE NEED TO TALK TOO…” J
14
©2020 Joel Foner
joel.foner@resultsimprovement.com
YEAH, WE DO KANBAN, BUT OUR DATA IS NO GOOD
Without empirical process improvement and
data-informed decision-making,
you aren’t doing the thing you say you’re doing.
15
©2020 Joel Foner
joel.foner@resultsimprovement.com
WHAT IS DEFENSIBLE DATA?
16
©2020 Joel Foner
joel.foner@resultsimprovement.com
Ø Valid sample
Ø Material change, not ”a little different”
Ø Enough volume/time to be significant
Ø Demonstrably roughly right
Ø Supported by social proof
Ø Conclusion valid even if imperfect data
“still true if 50% of data is bad” is awesome
17
©2020 Joel Foner
joel.foner@resultsimprovement.com
Why Does It Matter?
WHAT IS DEFENSIBLE DATA?
18
©2020 Joel Foner
joel.foner@resultsimprovement.com
WHAT HAVE YOU TRIED?
Breakout Time!
• Only 7 minutes – be speedy!
• Pick one person to take notes
• What have you done to try to get people to create
clean agile data (whether it worked or not!)
• Decide who will read out to the group when we return
“WE THINK OUR DATA IS GOOD” (HOW DO YOU KNOW?)
19
©2020 Joel Foner
joel.foner@resultsimprovement.com
WHICH KIND OF DATA DO YOU HAVE?
20
©2020 Joel Foner
joel.foner@resultsimprovement.com
Concept via Todd Tetreault circa 2013-2014
21
©2020 Joel Foner
joel.foner@resultsimprovement.com
WHY DON’T WE FIX OUR DATA?
Go to www.menti.com, and type in code 88 31 08
Let’s create the ”Parade of Excuses!”
WDCS – DEFENSIBLE DATA IN 4 STEPS
22
©2020 Joel Foner
joel.foner@resultsimprovement.com
ü Work – all of it!
ü Data – all needed feature/epic/story/task elements
ü Connections – parent/child and linkage relationships
ü Status – transitions recorded in real time (or very close!)
… BUT HOW TO GET PEOPLE TO DO IT?
23
©2020 Joel Foner
joel.foner@resultsimprovement.com
• Quiet persistence
• Research some data about the data
• Start with one obvious problem (not a dozen!)
• Always frame comments as curiosity
• Assume they don’t know how bad it is
(they don’t, and they won’t believe it at first – expect it!)
START WITH ONE OBVIOUS PROBLEM
24
©2020 Joel Foner
joel.foner@resultsimprovement.com
“We seem to have a lot of stories with no description.” “Nah, that’s just the few you
checked. I know, the stories are in good shape.”
After running a query, out of curiosity
“You know, it looks like 400 out of our 1500 stories for this quarter have no
description?” – meeting stops in its tracks – sounds of crickets
Now the fun begins! “No way, that’s wrong!”
“Ok, here’s the query I ran:” “Really? That’s bad. What should we do?”
Game on!
Rinse and repeat…
MANAGEMENT AND LEADERSHIP SUPPORT
25
©2020 Joel Foner
joel.foner@resultsimprovement.com
What do managers and leaders get from clean agile data?
• The obvious stuff
• The not as obvious stuff
How about the “I totally support agile (on a sunny day)” manager?
How about the “Delivery is all that matters” manager?
BEWARE WATERMELON MEASURES
26
©2020 Joel Foner
joel.foner@resultsimprovement.com
HEATMAP VISUALIZATIONS BRING “THE BIG AHA!”
27
©2020 Joel Foner
joel.foner@resultsimprovement.com
“The Everywhere Problem”
Improving work readiness
drives improvement
throughout the value stream,
generates progress in
material business metrics
“BUT JOEL, YOU SAID THIS WOULD UNLOCK CHANGE!"
28
©2020 Joel Foner
joel.foner@resultsimprovement.com
• What are the goals of agile again? (The real thing, not agile theater?)
o Figure out what value means, and increase it
o Find sources of waste, and reduce them
o Empirical, data-informed, incremental improvement
• The accidental learning of data improvement is - learning to improve!
• On the way, people learn what the meaning and value of data (if you coach)
• They learn why it matters by personal experience
• They start to use it to make data-informed choices, and to measure results
• They start to live agile J
Joel Foner
Results Improvement Coach, ICAgile Instructor, SAFe SPC, Scrum@Scale, AHF, OpenSpace Facilitator, CSM
Please get in touch if you would like to build your capacity to do this
reflexively and fluidly, to multiply your ability to “make things happen!”
@joelfoner
joel.foner@resultsimprovement.com
https://www.linkedin.com/in/joelfoner
29
©2020 Joel Foner
joel.foner@resultsimprovement.com
Thank You!

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You Can Unlock Big Change With Agile Data

  • 1. Joel Foner Results Improvement Coach, ICAgile Instructor, SAFe SPC, Scrum@Scale, AHF, OpenSpace Facilitator, CSM https://www.linkedin.com/in/joelfoner/ @JoelFoner You Can Unlock Big Change With Agile Data ©2020 Joel Foner joel.foner@resultsimprovement.com
  • 2. HOW ARE WE DOING? 2 ©2020 Joel Foner joel.foner@resultsimprovement.com
  • 5. YEAH, WE DO AGILE, BUT WE DON’T USE DATA Really? 5 ©2020 Joel Foner joel.foner@resultsimprovement.com
  • 6. YEAH, WE DO AGILE, BUT OUR DATA IS NO GOOD 6 ©2020 Joel Foner joel.foner@resultsimprovement.com
  • 7. YEAH, WE DO AGILE, BUT OUR DATA IS NO GOOD …and you’re OK with that? 7 ©2020 Joel Foner joel.foner@resultsimprovement.com
  • 8. THE CORE OF AGILE/LEAN/KANBAN/SCRUM Empirical Methods 8 ©2020 Joel Foner joel.foner@resultsimprovement.com
  • 9. 9 ©2020 Joel Foner joel.foner@resultsimprovement.com Empirical Methods THE CORE OF AGILE/LEAN/KANBAN/SCRUM
  • 10. 10 ©2020 Joel Foner joel.foner@resultsimprovement.com ©2017 Ken Schwaber and Jeff Sutherland. Offered for license under the Attribution Share-Alike license of Creative Commons, accessible at http://creativecommons.org/licenses/by-sa/4.0/legalcode and also described in summary form at http://creativecommons.org/licenses/by-sa/4.0/ THE CORE OF AGILE/LEAN/KANBAN/SCRUM
  • 12. “WE NEED TO TALK…” J 12 ©2020 Joel Foner joel.foner@resultsimprovement.com YEAH, WE DO AGILE, BUT OUR DATA IS NO GOOD
  • 13. “WE STILL NEED TO TALK…” J 13 ©2020 Joel Foner joel.foner@resultsimprovement.com YEAH, WE DO SCRUM, BUT OUR DATA IS NO GOOD
  • 14. “YUP, WE NEED TO TALK TOO…” J 14 ©2020 Joel Foner joel.foner@resultsimprovement.com YEAH, WE DO KANBAN, BUT OUR DATA IS NO GOOD
  • 15. Without empirical process improvement and data-informed decision-making, you aren’t doing the thing you say you’re doing. 15 ©2020 Joel Foner joel.foner@resultsimprovement.com
  • 16. WHAT IS DEFENSIBLE DATA? 16 ©2020 Joel Foner joel.foner@resultsimprovement.com Ø Valid sample Ø Material change, not ”a little different” Ø Enough volume/time to be significant Ø Demonstrably roughly right Ø Supported by social proof Ø Conclusion valid even if imperfect data “still true if 50% of data is bad” is awesome
  • 17. 17 ©2020 Joel Foner joel.foner@resultsimprovement.com Why Does It Matter? WHAT IS DEFENSIBLE DATA?
  • 18. 18 ©2020 Joel Foner joel.foner@resultsimprovement.com WHAT HAVE YOU TRIED? Breakout Time! • Only 7 minutes – be speedy! • Pick one person to take notes • What have you done to try to get people to create clean agile data (whether it worked or not!) • Decide who will read out to the group when we return
  • 19. “WE THINK OUR DATA IS GOOD” (HOW DO YOU KNOW?) 19 ©2020 Joel Foner joel.foner@resultsimprovement.com
  • 20. WHICH KIND OF DATA DO YOU HAVE? 20 ©2020 Joel Foner joel.foner@resultsimprovement.com Concept via Todd Tetreault circa 2013-2014
  • 21. 21 ©2020 Joel Foner joel.foner@resultsimprovement.com WHY DON’T WE FIX OUR DATA? Go to www.menti.com, and type in code 88 31 08 Let’s create the ”Parade of Excuses!”
  • 22. WDCS – DEFENSIBLE DATA IN 4 STEPS 22 ©2020 Joel Foner joel.foner@resultsimprovement.com ü Work – all of it! ü Data – all needed feature/epic/story/task elements ü Connections – parent/child and linkage relationships ü Status – transitions recorded in real time (or very close!)
  • 23. … BUT HOW TO GET PEOPLE TO DO IT? 23 ©2020 Joel Foner joel.foner@resultsimprovement.com • Quiet persistence • Research some data about the data • Start with one obvious problem (not a dozen!) • Always frame comments as curiosity • Assume they don’t know how bad it is (they don’t, and they won’t believe it at first – expect it!)
  • 24. START WITH ONE OBVIOUS PROBLEM 24 ©2020 Joel Foner joel.foner@resultsimprovement.com “We seem to have a lot of stories with no description.” “Nah, that’s just the few you checked. I know, the stories are in good shape.” After running a query, out of curiosity “You know, it looks like 400 out of our 1500 stories for this quarter have no description?” – meeting stops in its tracks – sounds of crickets Now the fun begins! “No way, that’s wrong!” “Ok, here’s the query I ran:” “Really? That’s bad. What should we do?” Game on! Rinse and repeat…
  • 25. MANAGEMENT AND LEADERSHIP SUPPORT 25 ©2020 Joel Foner joel.foner@resultsimprovement.com What do managers and leaders get from clean agile data? • The obvious stuff • The not as obvious stuff How about the “I totally support agile (on a sunny day)” manager? How about the “Delivery is all that matters” manager?
  • 26. BEWARE WATERMELON MEASURES 26 ©2020 Joel Foner joel.foner@resultsimprovement.com
  • 27. HEATMAP VISUALIZATIONS BRING “THE BIG AHA!” 27 ©2020 Joel Foner joel.foner@resultsimprovement.com “The Everywhere Problem” Improving work readiness drives improvement throughout the value stream, generates progress in material business metrics
  • 28. “BUT JOEL, YOU SAID THIS WOULD UNLOCK CHANGE!" 28 ©2020 Joel Foner joel.foner@resultsimprovement.com • What are the goals of agile again? (The real thing, not agile theater?) o Figure out what value means, and increase it o Find sources of waste, and reduce them o Empirical, data-informed, incremental improvement • The accidental learning of data improvement is - learning to improve! • On the way, people learn what the meaning and value of data (if you coach) • They learn why it matters by personal experience • They start to use it to make data-informed choices, and to measure results • They start to live agile J
  • 29. Joel Foner Results Improvement Coach, ICAgile Instructor, SAFe SPC, Scrum@Scale, AHF, OpenSpace Facilitator, CSM Please get in touch if you would like to build your capacity to do this reflexively and fluidly, to multiply your ability to “make things happen!” @joelfoner joel.foner@resultsimprovement.com https://www.linkedin.com/in/joelfoner 29 ©2020 Joel Foner joel.foner@resultsimprovement.com Thank You!