About Mapani
We're the AI partner you wish you'd hired two years ago.
Mapani is a senior-led AI transformation firm. We help ambitious organizations move past pilots and into production — with the strategy, engineering, and governance to make AI outcomes durable.
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Engagements delivered
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Avg. ROI multiple
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Production agents shipped
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Hours automated / week
Operating principles
Outcomes over outputs
We measure ourselves on the P&L line we move — not slides delivered.
Senior practitioners only
Every engagement is led by partners who've shipped AI at scale. No pyramid staffing.
Tell the truth
We turn down work where AI isn't the answer. Long-term trust > short-term revenue.
Production from day one
If it won't run in prod, it doesn't belong in the deck. Eval, observability, governance — built in.