Why EdQuantify

Built by people who have lived the cost of untrusted data.

EdQuantify exists because this team has seen — inside real enterprise environments — what happens when leaders decide on data they can’t trust. We’re building the system of truth we always wished we had.

Platform built end-to-endEnterprise scaled past $1BAnalytics stress-tested for the boardroomAI research for governed, fair modelsSecurity & governance by defaultEnterprise onboarding & adoption

Built & shipped

A founder who designed and wrote the platform, AI foundation, and data infrastructure herself.

Run at enterprise scale

A four-time CIO who has scaled organizations from tens of millions to over a billion in revenue.

Proven in the boardroom

Analytics leadership obsessed with metrics that survive executive scrutiny.

Governed by design

Security, fairness, and compliance built into the foundation — not bolted on later.

Leadership

Every seat de-risks a hard enterprise problem.

Not a résumé wall — a deliberate mix of the capabilities trusted data and enterprise AI actually require. Tap any card for the full story.

ROC-Stars

The science that proves what worked.

Our data science team — named for the ROC curve, because everything here is measured. They own the models, attribution, and measurement methodology that turn disconnected systems into one number a board can act on.

AKM, Part-time volunteer advisor
AKM
Part-time volunteer advisor

Strengthens the research foundation behind governed AI — fairness-aware modeling, LLMs, and model evaluation — so the intelligence layer stays reliable, explainable, and responsible. PhD researcher in computer science.

LLMsFairness-aware MLModel evaluation
A note from the founder

I started EdQuantify because I kept watching capable leaders make consequential decisions on data they couldn’t trust. We’re building the foundation enterprises need before AI can deliver real outcomes — and we’d love to talk about whether it fits your problem.

Sreeleena Callaham, Founder & CEO
Sreeleena Callaham
Founder & CEO