Beyond the Black Box.
We are the architects of an operating system built on a single, non-negotiable principle: every decision must be traceable, auditable, and defensible.
15+
Years of R&D
$350M
P&L Leadership
$1B
IPO Track Record
21+
Enterprise Partners
The Founder
Dr. Vinitha T U
Founder, CEO & Chief Scientist
PhD in EE/Biomedical Engineering, 15+ years of corporate R&D
Winner of "25 Under 25" for technical innovation and clinical data architecture
I built Perceive Now because I watched too many critical decisions get made on gut instinct.
During 15 years at Zoetis and the University of Cincinnati, I saw the same pattern repeat. Brilliant scientists and operators making billion-dollar calls with incomplete data, black-box models, and no audit trail. When the decision worked, nobody asked questions. When it failed, nobody could explain why.
That is not how high-stakes decisions should work. Every recommendation our OS produces comes with a Validation Chain, cross-referenced against peer-reviewed trials, regulatory filings, and your own operational data. The system does not ask you to trust it. It shows you why.
We call it the Glass Box. Every recommendation is traceable. Every confidence score is backed by evidence. That is the standard we hold ourselves to, and it is the standard your board, your regulators, and your operators deserve.
Dr. Vinitha T U
Founder, CEO & Chief Scientist
Our Philosophy
The "Glass Box" OS
The era of the "Black Box" is over. You should not have to "trust" an AI just because it sounds confident. We believe in Audit-Ready Determinism.
Our proprietary Kernel does not just produce an answer. It builds a Validation Chain, cross-referencing peer-reviewed trials, FDA filings, and your own internal data to produce a Confidence Score.
No guessing. No fluff. Just the truth, verified by math and statistics.
Our Three Pillars
The standard your board, your regulators, and
your operators deserve.
Traceable
Every recommendation has a provenance trail you can follow from output back to source.
Auditable
Built for the regulators in the room. Every decision is inspection-ready from day one.
Defensible
Evidence-backed confidence scores, not conjecture. Math and statistics, not marketing.
Leadership
The Architects of Trust
Combined decades of experience across R&D, enterprise operations, venture capital, and technology scaling at the highest levels.
Dr. Vinitha T U
Founder, CEO & Chief Scientist
PhD in EE/Biomedical Engineering with 15+ years of corporate R&D experience. Formerly Zoetis and University of Cincinnati.
Rachna Dayal
Co-Founder & CCO
A veteran strategist and VC Founder (Sugati Ventures) who previously managed a $350M external-manufacturing P&L at Johnson & Johnson.
Gregg Garnick
Board Advisor & Strategic Scaling
A veteran tech pioneer and CEO who led Ravisent Technologies from founding through a successful IPO, achieving a $1 Billion market capitalization.
Backed & Partnered By
Our Financial and Technical Partners
Interested in Partnering?
We are actively seeking strategic investors who share our vision for audit-ready, deterministic AI.
Ready to See Inside the Glass Box?
We will map your decision bottleneck, run the first lane, and show you the delta. No black boxes. No guessing.
