Make AI part of how your team works.

I help leaders turn AI experiments into operating reality.

Free scorecard · 10 questions · No email required.

From the field.

30+countries in an AI rollout 4agents in daily use

You bought the AI.
What got in the way?

10 questions about how your team actually works. You get a likely adoption pattern, two areas to investigate, and a next step you can use.

Check your rollout → 10 questions · Free · No email required Already building? Find your first agent ↗
ADOPTION SCORECARDEXAMPLE RESULT

Your answers might suggest

Island of
excellence.

A few people get enormous value.
The practice isn't spreading.

ONE MOVE THIS WEEK

Give one champion protected time to help three colleagues complete a real task.

Illustrative example. Your result depends on your answers.

Sound familiar?

ITEM 01 Workshop enthusiasmLast seen: the Monday after training.Open the case ↓

Pick one recurring task. Have three colleagues practise it together, then check whether they repeat it without help the following week.

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ITEM 02 Unused licenceLast seen: still being billed.Open the case ↓

Ask one person to show you the task they tried. Find the point where the tool became harder than doing the work themselves.

Find the bottleneck →
ITEM 03 Pilot ownerLast seen: working on another urgent task.Open the case ↓

Name the person who owns the result, the person who checks quality, and what happens when the agent needs help.

Explore a first agent →
ITEM 04 ROI baselineLast seen: missing since launch.Open the case ↓

Measure time, quality and rework on one task before changing it. Compare the same task after the experiment.

Review your rollout →

Different problems.
Same human gap.

01 / AI adoption

Turn access into everyday practice.

Anyone can report login numbers, but did the results improve? I close that gap and stay until using AI well is the norm.

02 / Agent builds

Build an agent around a real workflow.

Coding is the 10%. The 90% is designing agents around someone's real day, then building them to hold after handoff.

Across classrooms & boardrooms
BITS Pilani INSEAD KPMG EY Tata Novo Nordisk Clinton Health Access Initiative The Whole Truth upGrad Plum LevelUp Labs Viacom

Dispatches from the field.

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Let's work together.

Messy problems welcome. Coffee optional.

Tell me what's not working yet, and let's figure out why.

Find a time to talk ↗Or send me a note →

Book right here