About
Over two decades at the intersection of data, AI, and business — spanning the full AI lifecycle from strategy to production, across Retail Finance, Insurance, Healthcare, and Hi-Tech. Fortune 500 enterprises and growth-stage businesses. The US and India.
The Career Behind the Work
That range covers financial services, insurance, telecommunications, education, and consumer operations — every engagement adding another data point on what actually works, and what doesn't.
That breadth isn't just a résumé line. It's a map of every failure mode already encountered — the over-engineered models that never reached production, the dashboards that answered the wrong question beautifully, the initiatives that dissolved in steering committee. The hype cycles. The blame cycles. And precisely where value gets lost in between.
First Principles, Not Fashion
Most data projects fail not because of the algorithms — they fail because nobody took the time to understand the data, ask the right business questions, or build a modeling set that actually contained the signal needed to answer them. Our approach starts at first principles: with the data itself, before a single line of model code is written.
We don't sell narratives about what AI could do for your organization. We show you what it does — incrementally, bringing tangible results to every conversation rather than promises.
Structure the right problem. Build a representative, pertinent dataset. Improve predictability. Communicate clearly. Repeat.
This isn't a fashionable position in an industry that rewards elaborate roadmaps and layers of intermediaries. But it is the one that actually delivers.
Engagements Built Around Outcomes
Data-Intuition.AI works with organizations through consulting engagements, data products, and training programs — all principal-led, all scoped around a specific business outcome. Whether you need a predictive model in production, a reusable analytical asset, or a team that can carry the work forward independently, we have a model that fits.
Explore Our ServicesLean by Design. Senior-Led by Principle.
Data-Intuition.AI is deliberately uninterested in the overhead that typically sits between a business problem and its answer. Small enough to be agile. Experienced enough to be trusted with the hard problems.
Every engagement is run by the principal — not delegated to a junior team after the pitch.
Work is defined by a specific business result, not by hours or deliverable lists.
Models that never reach production don't count. We build for deployment from day one.
Direct access to the experience that solved the problem — no account managers in between.