Your First Move with AI: A Practical Starting Point for EOS® Teams
Get 2-4 hours back every week without changing how your team runs on EOS®
The R.E.P.E.A.T. Framework: Find your best first move
R - Repeat
Done more than once a week?
E - Error-prone
Mistakes when humans do it manually?
P- Predictable
Follows clear rules or patterns?
E - Energy-draining
Does your team complain about doing it?
A - Accessible data
Do you have the info AI would need?
T - Time-consuming
Takes 30+ minutes per occurrence?
5 AI use cases working for EOS teams today
L10 Meeting Prep: 2hrs → 15min
Issues from Slack/email auto-drafted into your Issues List.
Scorecard Data Collection → 2-4hrs/week saved
Auto-pull metrics, flag anomalies before you see them.
Meeting Notes & To-Dos → 43% less follow-up
AI transcribes, identifies action items, assigns to-dos.
Customer Issue Routing → 35% faster response
AI reads, determines urgency, routes & drafts responses.
Candidate Screening → 35% faster hire
Pre-screen 200 resumes down to the top 15.
The 90-day playbook: Test, measure, decide
Wk 1-2: PICK & SCOPE
R.E.P.E.A.T. audit, document baseline, assign owner
Wk 3-4: SELECT & SETUP
Research tools, pilot with 3-5 people max
Wk 5-10: TEST & MEASURE
Run parallel. Measure: time, errors, satisfaction
Wk 11-13: DECIDE & SCALE
Option A: scale | B: refine | C: kill it, no shame
Key success factors
- Executive sponsorship
Integrator or Visionary must be behind it - Psychological safety
Testing AI ≠ jobs at risk. Say it out loud. Put it in writing. - Celebrate small wins
2hrs saved on scorecards? Acknowledge it. Make it visible
Key stats
- 20% of companies have embedded AI across the business (McKinsey, 2025)
- 50% reduction in diagnostic errors, Healthcare (Harvard Medical School, 2024)
- 31% cut in manufacturing defects via AI (PwC, 2024)
- 35% faster response times in Customer service
- 43% less meeting follow-up time (University of Washington, 2023)
Talking points for your next L10
How you introduce AI matters. Here's what works (and what doesn't).
- Open: "I've identified one task taking up time we could spend on more valuable work."
- Acknowledge: "We're not using AI to cut jobs. We're using it to cut busy work."
- Be specific: "Here's the one thing I want to test: [your R.E.P.E.A.T. task]."
- Make it safe: "Small pilot. Just our team. 90 days. If it doesn't work, we stop."
Your next step
Pick ONE process from the R.E.P.E.A.T. diagnostic and commit to the 90-day playbook this quarter
