Process Intelligence and Predictive Analytics
                      sandy@kemsleydesign.com
Sandy Kemsley
                ...
Why Predictive Analytics?
Predict and   “Predictive analytics is not just
avert
undesirable   about forecasting what’s com...
What Are Intelligent Processes?
Process,      Baseline from historical aggregate
analytics
and           Analytics on runn...
History of Process Intelligence
Distinct,
often                     Business
unintegrated              Process
technologie...
History of Process Intelligence
Rules add
agility to
processes

             Business   Business
              Rules     P...
History of Process Intelligence
Analytics
add visibility
to processes

                 Business    Business
             ...
History of Process Intelligence
Agility with
vision:                   Business
“Smart                    Process
Enough
S...
Keys to Intelligent Processes
Focus on         Compare current to baseline model
process
goal, not just   Compare current ...
Enabling Technologies
Managing       Models of process timelines and
processes in
real-time      goals
               In-m...
Results and Benefits
Make better   Understand overall process state
decisions
sooner        Provide process guidance for
A...
Questions?
Sandy Kemsley         sandy@kemsleydesign.com
                      www.column2.com
Kemsley Design Ltd.   Twitt...
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Process Intelligence and Predictive Analytics

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A presentation on process intelligence and predictive analytics that I did on a webinar for BP Logix, August 2010.

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Process Intelligence and Predictive Analytics

  1. 1. Process Intelligence and Predictive Analytics sandy@kemsleydesign.com Sandy Kemsley www.column2.com Kemsley Design Ltd. Twitter: @skemsley
  2. 2. Why Predictive Analytics? Predict and “Predictive analytics is not just avert undesirable about forecasting what’s coming events down the pike. It’s also about keeping the bad alternative futures from happening.” James Kobielus, Forrester
  3. 3. What Are Intelligent Processes? Process, Baseline from historical aggregate analytics and Analytics on running processes decisioning predict future problems Self-adjusting processes through feedback to decisioning
  4. 4. History of Process Intelligence Distinct, often Business unintegrated Process technologies and disciplines Business Business Rules Intelligence
  5. 5. History of Process Intelligence Rules add agility to processes Business Business Rules Process
  6. 6. History of Process Intelligence Analytics add visibility to processes Business Business Process Intelligence
  7. 7. History of Process Intelligence Agility with vision: Business “Smart Process Enough Systems” [Taylor/ Raden] Business Business Rules Intelligence
  8. 8. Keys to Intelligent Processes Focus on Compare current to baseline model process goal, not just Compare current to historical current task Understand process dependencies and critical path to identify future problems
  9. 9. Enabling Technologies Managing Models of process timelines and processes in real-time goals In-memory analytics for immediate feedback User feedback via dashboard and mobile alerts
  10. 10. Results and Benefits Make better Understand overall process state decisions sooner Provide process guidance for Avert manual decisions potential problems Feedback to automated decisioning before they occur
  11. 11. Questions? Sandy Kemsley sandy@kemsleydesign.com www.column2.com Kemsley Design Ltd. Twitter: @skemsley
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