The open
Keelhaven is the system of record for every AI application a company runs in production.
01
What we built
A single record of every AI application, model call and data access across a company's cloud accounts, providing:
- A complete audit trail of AI activity, from the first prompt to the data it touched
- Alerts in real time for policy violations, unapproved tools and unusual data access
- A live map of AI activity to the compliance frameworks auditors ask about, such as NIST AI RMF
02
Why we built it
- Industry surveys keep landing in the same place: well under half of AI projects make it from pilot to production, and only about one in five show a measurable return.
- The teams shipping AI applications cannot see what those applications do once they are live, and bolting governance on afterward adds months to a launch.
- The monitoring tools companies already own were built for software that does the same thing every time. AI does something slightly different on every call.
- So nobody can say with confidence which data was touched, whether policy was followed, or how people are actually using the tools.
03
Why we're the right ones to build it
- We built and scaled a security product before this one, from a first customer to several hundred enterprise accounts, including two of the ten largest US banks.
- We know what enterprises will deploy (resilient, scalable, inside their own cloud) and what they reject (proxies, agents on every host, SDK rewrites, SaaS that takes their data out).
- We move fast, and we solve the technical problem rather than talk about it.
04
Meaningful benefits
- Audits cost less, because the evidence is produced continuously instead of assembled in a scramble.
- AI projects reach production sooner, because governance is no longer the last gate.
- Fewer AI related security incidents, and faster answers when one happens.
05
How it works, from here to live
- Deployment in under an hour, inside the customer's own cloud.
- Automatic discovery of the AI inventory: models, agents, guardrails, data stores, prompt routers.
- Inference activity, configuration and token usage captured from the first minute.
- A complete registry of AI projects within hours.
- Alerts set on policy violations and misconfigurations.
- Compliance posture mapped to frameworks such as NIST AI RMF, continuously.
- No integration project, no developer time, no change to the applications.
- Full runtime governance the same day.
Keelhaven is an illustrative company, invented so the structure can be shown in full. The shape is the point, not the facts.