We build the world the agent works in
Accelerate Data builds Vibedata. We are three founders who spent a combined 60 years shipping data platforms for other people, and built the thing we kept wishing existed.
Our vision
Every data team ships with the production discipline that today takes deep engineering expertise to sustain — specs, tests, isolation, and CI on every change — at vibe-coding speed.
Three founders, one bet
Hemanta Banerjee 
Co-founder. Co-founded Just Analytics and led it through to acquisition. 30+ years in data and analytics, as an engineer, a product leader, and a services executive.
Umesh Kakkad
Co-founder. Co-founded Just Analytics and stayed through the acquisition, running delivery and execution. A decade of enterprise data programs across APAC.
Shwetank Sheel
Co-founder. Co-founded Just Analytics and stayed through the acquisition, running sales and solution engineering. A career spent architecting data and AI foundations for global customers.
We have been on the other side of this problem
The three of us built Just Analytics into an award-winning data consultancy, and took it through an acquisition that formed the core of a global cloud data services business. Between us that is more than 60 years of turning complex data estates into governed, production-grade platforms across the major clouds.
That work taught us the same lesson on every engagement: the tools were rarely the bottleneck. What held teams back was the operating model — human-heavy delivery, discipline that depended on the most experienced person in the room being available, and knowledge that lived in people rather than in systems.
Then agents arrived and raised both bars at once. An agent consuming bad data makes wrong decisions at machine speed. An agent waiting on a pipeline blocks every initiative behind it. A data team that took two to four weeks per pipeline became the ceiling on how fast the whole company could adopt agents.
A general coding agent is not enough for that job. So we built Vibedata around that gap.