Probity Labs

What we stand for

Probity means integrity beyond question. We named the company for the standard we hold our software to.

Vision

A world where AI you can check does the routine work of life: a prescription followed, a claim settled, the books kept, a covenant watched. And where people keep their time for the work only they can do.

Mission

We build ventures that put trustworthy AI to work on the routine burdens of health, finance, and household and community life. AI that does the work, shows its working, and knows when to ask a person.

For what we ship

Does the work.Shows its working.

For how we work

What if It turns out It pays.

What we believe

  1. 01

    Do the work; don't just talk about it.

    A chatbot that answers questions is a demo. A product files the claim, extracts the covenant, drafts the minutes, sets the reminder.

  2. 02

    Engines decide; the model explains.

    Numbers, states and rules are computed deterministically. The language model narrates, converses and translates.

  3. 03

    Every consequential action carries a reason and a human gate.

    Nothing that touches a rupee or a dose happens silently, and a person can always stop it.

  4. 04

    Meet people where they already are.

    WhatsApp, the phone in their hand, the language they speak. No manual, no new habit. If it needs training, it isn't finished.

  5. 05

    Nothing graduates on enthusiasm.

    A paying customer and a repeatable channel decide what becomes a venture.

  6. 06

    Learning that isn't written down is a cost.

    Every exploration ends in a written answer, whether it lived or died.

  7. 07

    Everything learned is shared, so each venture is cheaper and faster than the last.

  8. 08

    Probity is also how we treat each other.

    We say the true thing early, including “this one died.”

Where we play

Two regulated verticals (health and finance), one consumer lane (households and the communities they belong to), and one capability that runs through all of them: regulated documents and consequential workflows.

Where we start

We prove every venture in India first. It is the market we know from the inside, and one of the hardest places to earn trust. What survives is built to go anywhere.

The name

Probity comes from the Latin probitas, honesty. The idea comes from Vidura, the counselor in the Mahabharata who told kings the truth and left the decision to them.