About

Built by people who have spent 25 years in enterprise data

Kenseme is built by Macula Systems, a Microsoft Data & AI Solution Specialist with 25 years of enterprise data and AI delivery.

Why we built it

The data was fine. Nobody had written down what it meant.

We kept seeing the same pattern. A team invests in a platform, loads the data, puts an agent on top, and gets answers that are confidently wrong.

The problem was rarely the data or the model. It was that the meaning of the business lived in people's heads and a few documents nobody could find. Kenseme is the tool we wanted on those projects: a way to capture that meaning with the people who hold it, and tie it to the data where it lives.

Credentials

Microsoft partners, with the governance work to show for it

Microsoft Data & AI Solution Specialist

Recognized by Microsoft for data and AI delivery on its platform.

Tier-1 Microsoft Purview partner

A Tier-1 Purview partner and a contributor to Purview's source.

25 years of delivery

Enterprise data and AI work, from warehouses to agents.

A global textile company moved 900,000 assets and their whole governance model: domains, terms, hierarchies and relationships. Every relationship arrived intact.

Governance migration delivered by Macula Systems

How we work

A few things we hold to

Open standards first

Your description is written in W3C OWL 2 and exports in full. You're never locked in.

People decide meaning

AI drafts and suggests. Your experts make the calls, and their names stay on them.

Prove it on one domain

One domain on your own data, before anyone commits to more.

Questions about Kenseme or Macula Systems? hello@kenseme.com

See it on your own data

Together we pick one domain, the one where a wrong answer costs the most. Two weeks later you can ask a real question and check the answer.