ABOUT ALPHA DATA CAPITAL
AI delivery that begins with accountability.
We help regulated teams define, test, and operate consequential AI workflows without separating business value from the controls required to sustain it.
OUR POINT OF VIEW
A useful AI system should be explainable as an operating decision—not a model demo.
Alpha Data Capital brings business workflow design, data architecture, agent engineering, evaluation, and governance into the same room. The goal is not the most ambitious prototype. It is the smallest controlled system that can create measurable value and survive review.
- Start with one accountable workflow owner
- Preserve human authority where consequence demands it
- Treat tests, traces, and exceptions as product features
New York · Regulated-industry AI deliveryFOUNDER
Umair Tareen
Founder & Principal AI Solutions Architect
Umair leads Alpha Data Capital’s work across agentic workflow architecture, data engineering, cloud infrastructure, evaluation, and governance. His focus is turning AI ambition into a clear production boundary that business, technical, security, and risk stakeholders can operate together.
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