About the founder
Arvind Mozumdar
I trained as a statistician at the Indian Statistical Institute and spent twenty years delivering data and AI outcomes for organizations with effectively unlimited budgets. Since April 2025 I have run CDO On-Demand, which brings the same caliber of leadership to businesses that could never justify the salary it normally commands.
Why I do this work
Over two decades I delivered the kind of results that large budgets make possible: twelve million dollars of deferred capital in a semiconductor fab, six million a year for a luxury retailer, four million from a single generative AI system. I know precisely what that caliber of leadership produces, because I produced it.
What became difficult to ignore was that the companies anchoring real communities — the banks, the advisory practices, the clinics, the carriers, the distributors — were locked out of it entirely, and AI was widening that gap rather than closing it. The obstacle was never talent or technology. It was a delivery model that only made sense at enterprise scale, and that is a fixable problem.
In 2025 I left large consulting to build a small business of my own, so I now live what my clients live: every dollar examined and looking for every efficiency. I automated my own operations with AI well before I proposed any of it to a client. When I talk about doing more with less, I am describing how this business actually runs.
My business runs on the same principles that I prescribe. All this is made successful by the support of my family. All small businesses are family businesses.


Delivered impact
Across twenty years.
$12M
Capital expenditure deferred through predictive quality models at Seagate
$6M
Increased annual spend from a luxury retail customer insights suite
$4M
Annual manual effort removed by generative AI product attribution
$25M+
Cumulative revenue sold while building analytics practices
Happy to talk through your situation.
If any of the above resembles the problem in front of you, half an hour on a call will establish quickly whether I am the right person to help.
