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Dima Syrotkin: AI coaching as an unexpected data source for people analytics

Edunomica
10. Dec 2022
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Dima Syrotkin: AI coaching as an unexpected data source for people analytics

  1. AI coaching as an unexpected data source for people analytics
  2. Dima Syrotkin CEO Self-awareness, longevity, politics Ex- PhD ex-consultant, trainer, 1 exit Ask questions at Slido.com, code #2068112
  3. HR surveys 30% response rate Most people think they are pointless 27% of managers never review survey results at all Ask questions at Slido.com, code #2068112
  4. On average, 95% of a company’s employees are unaware of, or do not understand, its strategy. Ask questions at Slido.com, code #2068112
  5. Nike spent $400 million to upgrade its ERP system recently. They incurred damages of $100 million. The stock price dropped by 20%. They had to invest another 5 years and $400 million to get the project on track. Don't just do it Ask questions at Slido.com, code #2068112
  6. Management challenges Insufficient investment in change and innovation Not backing the change, not leading by example Ask questions at Slido.com, code #2068112
  7. People challenges Behavior change: everyone knows they should exercise but going to the gym is still hard Mindset: making people believe in the promised land is hard Misaligned policies, systems and structures Lack of personalized tools: relying on mass communication and training only Ask questions at Slido.com, code #2068112
  8. People: behavior, mindset, culture Live feedback and insights on systemic challenges People are overwhelmed Conflicts over old vs new processes No one is using e-learning German corporation 100K+ employees Manufacturing Digital transformation Why is it so hard? use case Ask questions at Slido.com, code #2068112
  9. Coaching is very effective. It also costs $250/hour. NB: learning transfer Ask questions at Slido.com, code #2068112
  10. Conversational AI coach Scale 1-on-1 coaching Get summarized understanding Save time to every employee of the issues and risks in your change you don't need to manage dozens of coaches Ask questions at Slido.com, code #2068112
  11. User journey 30-min kickoff onboarding You book a recurring time You chat with the (chatbot) coach in Slack or Teams for 30 mins/week You can sign up for 5-minute check- ins/outs on a daily basis Demo video and free trial: https://pandatron.ai/chatbot-coach Ask questions at Slido.com, code #2068112
  12. Management journey Integration, change champions Bottom-up: Micro-coaching Top-down: Data & Insight We align our tool with your goals. We do network analysis to find change champions if we need to focus. Chatbot coaching to support execution in 1-on-1 conversations with employees Monthly insights from qualitative data collected through coaching conversations Ask questions at Slido.com, code #2068112
  13. Does it work? Adoption: 80% Named the Most Innovative Coaching Tech Company 2021 Biweekly active users at 5 months: 74% Research: showed an AI coaching tool to be as effective as human coaches in a 10-months intervention. Ask questions at Slido.com, code #2068112
  14. Publish goal and ask advice in Set a goal with the coach, coach encourages to share Community of practice Group gives advice Reach goal and share insights to group Ask questions at Slido.com, code #2068112
  15. Clients include Ask questions at Slido.com, code #2068112
  16. "SAP was in need of a quick and easy coaching solution for several of our managers in Europe. Coaching had to be remote due to the COVID pandemic and Pandatron’s expertise in this approach worked well. Through their coaching service, we saw managers achieve their short- term goals and were able to do it in a secure and confidential manner using industry standard coaching strategies.” Sales Excellence Jeff Tanner Director, Presales Strategy & Programs Helped to clarify work and life priorities Improved communication between teams Provided insights for the management on the underlying organizational issues SITUATION: SAP was struggling with the trust between the sales and presales departments. It trickled down to a lot of smaller challenges with processes and teamwork in general. COVID wasn’t helping the situation. SOLUTION: Pandatron provided a micro-coaching service for SAP’s managers. The main focus was on helping participants to improve presales practices, stakeholder relationship management, and make personal life adjustments due to COVID. Our service:
  17. Act based on systemic insights collected through coaching Increase transparency and collaboration through communities of practice Nudge and support every employee with AI coaching A new way to lead your organization Ask questions at Slido.com, code #2068112
  18. Alternatives 1-on-1s 1-to-many Data & Insight Managers-coaches (lack skills, time) Training, communication (lack personalization) Chatbot coaching HR surveys (lack depth) Ask questions at Slido.com, code #2068112
  19. Company X Discover blindspots This is a real anonymized case Lack of feedback processes Lack of goals & priorities (both teams/individuals) Unclear roles & responsibilities Lack of support Motivation Feeling unappreciated Culture of blame Lack of accountability Focus on this. The rest (blue lines) will fall as dominoes as this is the root cause Ask questions at Slido.com, code #2068112
  20. Ask questions at Slido.com, code #2068112
  21. Statistically significant results Max: 10 Min: 5 7.7 Std: 1.1 +0.7* Time management and self-leadership Max: 10 Min: 3 8.0 Std: 1.6 +1.2** Confidence regarding coaching team on safety Max: 9 Min: 4 7.3 Std: 1.1 +1.3** Resources to support safety corrections Max: 10 Min: 5 7.6 Std: 1.2 +1.2** Ability to set and achieve goals weekly Max: 9 Min: 5 7.9 Std: 1.2 +0.9** Leadership and management skills Swedish corporation 20K+ employees Forestry Safety transformation Real anonymized data. Each metric includes the change (or lack thereof) from the initial survey conducted before coaching. N=21. We observed no change in the control group. Changes marked with * are statistically significant at p<0.05 and those with ** are statistically significant at p<0.01 use case Ask questions at Slido.com, code #2068112
  22. Discover blindspots This is a real anonymized case The situation with the project is difficult to handle, which makes the management feel helpless and influences their self- esteem in a negative manner. Ask questions at Slido.com, code #2068112
  23. Assist in decision making? Ask questions at Slido.com, code #2068112
  24. Christmas present Free! Change program 500+ employees 6 months Be part of the research Apply by 31st December by email: dima.syrotkin@pandatron.ai Ask questions at Slido.com, code #2068112
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