Where does AI actually fit in your work, and what should you do about it?

Most AI rollouts add tools on top of existing work. Real impact comes from redesigning the work itself. See where AI belongs in your role or across your team, and where it is quietly breaking down. The free check looks at one person's workflow. The audit diagnoses a whole team.

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Built for people who use AI at work but know they’re not getting enough from it.

  • Chief of staff
  • Operations manager
  • RevOps / enablement
  • Engineering leader
  • Founder
  • Team lead
What this comes from

Pressure to act on AI, without a clear plan.

Most teams we see have at least two of these going on:

01

Tool sprawl, shallow use

Every function picked its own AI tool. The subscriptions add up. Actual workflow value is uneven and rarely measured.

02

A handful of power users

One or two people do impressive AI work. Everyone else copies the surface and misses the judgment that makes it work.

03

Pilots that don’t graduate

Promising experiments stall before they become how the team actually operates.

04

No shared picture of good

Different people on the same team have different answers for what AI should be doing here.

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Frontier Tech.

Frontier technology for the people building real companies. Next live episode: Tuesday June 2, 11 AM ET. AI in the Lab Episode 1: building an automated crypto trading app with AI as a partner.

Using AI casually is not the same as using it well.

Using AI casually

  • × You write one-off prompts and hope for a good answer.
  • × You use AI for quick tasks, but not as part of a real workflow.
  • × You get some value, but it is inconsistent and hard to repeat.

Using AI well

  • + You know which parts of your work AI can actually improve.
  • + You can get useful output reliably and check it with confidence.
  • + You use AI in repeatable ways that save time and improve the quality of your work.
What the check looks at

The assessment measures how you actually use AI in your work.

01

Workflow Identification

Can you spot the tasks where AI can actually help, instead of using it randomly?

02

Effective Prompting

Can you turn a vague request into a useful result and improve it when needed?

03

End-to-End Workflows

Can you use AI across more than one step, or only for isolated one-off prompts?

04

Judgment and Verification

Do you know when to trust the output, when to check it, and what to question?

05

Output Integration

Can you turn AI output into real work product, not just interesting text on a screen?

06

Consistent Use

Do you use AI consistently in your work, or only when you happen to remember?

Pick the depth that fits.

The free check is for one person's workflow. The audit is for a whole team.

01 Step 1

Free AI Skills Check

A quick assessment that shows where your current AI workflow is strong, where it is weak, and what that means.

Free
Start the Free Check
Sample output Audit Report

AI Workflow Audit

Engagement scope One team, four weeks
Diagnostic, capability assessment, written report, leadership review

See what the paid audit is built to surface.

The audit is built around one team at a time. We diagnose how AI is actually being used, where the workflow breaks down, and what to do about it. The deliverable is a written report with a clear path the team can act on.

  • Four weeks from kickoff to delivery
  • Five to seven 60-minute interviews
  • Workflow inventory and capability assessment across six dimensions
  • Written report with three to five recommended moves
  • 90-minute leadership review and 30-day follow-up

Find out where AI is actually working.

Free check for one person. Audit for a whole team.

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