Why this exists
AI Activity Is Outpacing Business Impact
Different studies measure different things. They point to the same gap.
95%
of enterprise generative-AI pilots show no measurable profit-and-loss impact.
MIT Project NANDA
42%
of frontline employees who regularly use AI save a full workday or more each week.
66%
get limited or no guidance on what to do with that time.
Boston Consulting Group, June 2026
#1
Of 25 attributes tested, workflow redesign had the biggest effect on an organization’s ability to see EBIT impact from gen AI.
McKinsey, March 2025
Capacity does not direct itself. This workbook helps you decide where it goes.
Sources
- MIT Project NANDA, “The GenAI Divide: State of AI in Business 2025.”
- Boston Consulting Group, “AI at Work: Why Strategy Matters More Than Tools,” June 2026. Survey of 11,749 workers across 14 markets.
- McKinsey, “The state of AI: How organizations are rewiring to capture value,” March 2025 (1,491 participants, 101 nations).
How it works
Three Builds and a Stress Test
It follows the talk. Pick one team and the work it does every week.
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Build 1
Inventory and prioritize
List the recurring playbooks for one team, score each one, and star the one worth redesigning first.
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Build 2
Make the judgment explicit
Write down how a good reviewer thinks: what good looks like, how to check it, and what happens next.
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Build 3
Redesign how the work moves
Break the playbook into tasks and decide what stays human, what AI assists, what gets automated and what goes away.
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Stress test
Test the redesigned playbook
Find where wrong but plausible output gets caught, and who notices if quality slips.
- 15–20 minutes
- Saves as you go
- No login
What you get
Something to Take Back to Your Team
Your results are ready the moment you finish. No email needed.
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Your scorecard
Your recommended playbook, how it scored, the judgment behind it and the redesigned flow.
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PDF and Excel exports
A PDF summary to share, and a task inventory in Excel that opens in Google Sheets.
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RunAlong analysis
How we would run the playbook for you, with estimated hours back and what that time is worth, worked out from your own numbers.
How RunAlong works
We Build the Playbooks. Your Team Presses Play.
RunAlong AI turns the work your operators already do into executable playbooks that AI agents run alongside them.
- We build them for you. We map how each role works, score every task and build working agents with guardrails in place.
- A simple form, not a chat. Your team fills in a few fields and presses Start. Nobody has to learn prompting.
- Judgment built in. What good looks like, what is unacceptable and when to escalate are written into the playbook.
- Alongside your team. Agents handle the execution. Your people review the output, revise it and make the call.
Work it runs well
- Proposals
- RFP analysis
- Lead research
- Pitch decks
- Onboarding
- Spreadsheets
- Data interpretation
- Weekly reports
Free account
Map Every Playbook Your Team Runs
The workbook goes deep on one playbook. A free account lets you add the rest, grouped by department and sorted by score or hours, with the total potential savings across all of them.
Google or email. Your workbook comes with you.