Our thesis
AI governance is the foundation of AI strategy. Almost everyone gets it wrong.
Everyone is racing to deploy AI. Almost no one can prove what theirs does. We build the layer that closes that gap.
The misunderstanding
Governance isn't the brake. It's the base.
Most teams treat it as a tax on velocity: deferred to a compliance officer, written as a slide deck, discovered mid-audit. But every layer of an AI business rests on being able to prove what the system does. Build that base in early and everything above it moves faster.
- Procurement clears faster
- Audits become a file lookup, not a fire drill
- “Can we ship this?” is answered while it's cheap to change
Value in market
Products shipped
Models & data
AI governance
the layer everything else rests on
Skip the base and the whole stack becomes a liability.
The trust premium
The trust premium
Trust × Innovation = Value
Speed − Trust = Liability
The shared philosophy across AI Exponent LLC: the through-line from the open-source tools here to the advisory practice at AskAjay.ai.
What makes us different
Three commitments other governance vendors can't make.
The compliance artefact is never paywalled.
- Apache 2.0 · free forever · runs local
- Revenue on collaboration, never the evidence
- Open source is the model, not a channel
Evidence, not opinion.
- Named files an auditor opens, not scores
- SBOM · risk file · benchmark · verdict
- Every claim cites the Official Journal
Advisory is a function, not an upsell.
- Tools surface the gap; humans close it
- A separate arm, AskAjay.ai, in its own voice
- Free tools never become sales bait
Where we sit in the market
We sell to the engineer who produces the evidence, not the officer who files it.
The incumbents
~100× the price
- Buyer
- Compliance officer
- Form
- Six-figure GRC dashboard
- Output
- A score or status
AiExponent
Free · Apache 2.0
- Buyer
- The engineer in the codebase
- Form
- Local CLI, one per article
- Output
- The file a regulator opens
Built by a practitioner
Ajay Pundhir
AiExponent is founder-built. The code in all four flagship repos is written by one practitioner: 15+ years on production ML, the last decade-plus in regulated industries, before AI governance was its own category. We won't dress that up with a fabricated team page. You can read every line before you trust it, which is exactly the posture governance tooling should hold itself to.
Prior senior ML and platform roles across global technology and financial-services companies, plus sovereign-scale AI programmes. Contributions and credit run through the public GitHub repos; support is best-effort, not contractual. When an advisory board or team exists, it will be named here, with consent. Full track record on askajay.ai ↗
The two-arm structure
AiExponent.com is the technology arm of AI Exponent LLC, a US-registered company: open-source governance tooling and the engineering evidence pipeline behind it. AskAjay.ai is the advisory arm of the same parent: consulting, courses, and transformation services. Same legal entity, different audiences, different voices. The split lets each side stay honest about what it is.
The tools prove it in code. The advisory arm turns it into a programme, a board narrative, and a regulator conversation.