Lab

We do not only recommend. We build and run our own.

Everything here was designed, built and is operated by the same two engineers you would be hiring. It is the most direct evidence we can offer of what we actually do.

Flagship

DBAI Engine

AI built for enterprise databases — by people who have administered them for 24 years.

Generic AI tools write plausible SQL and misread execution plans, because they do not know the engine. DBAI Engine is built the other way round: deep knowledge of Oracle AWR and ASH, SQL Server DMVs and Query Store, PostgreSQL pg_stat and MySQL Performance Schema.

Every action is classified by a policy engine before it runs — green is safe, yellow needs approval, red is blocked. For production databases that distinction is the whole product: autonomy without a brake is not a feature anyone can buy.

It also speaks MCP, so a company can bring the AI model it already uses rather than adopting ours.

OracleSQL ServerPostgreSQLMySQL Policy engineMCPITSM integrationAudit trail
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Why this matters to a client

Consultancies advise. We also carry the consequences.

Running your own platforms changes what you know. Authentication, secrets, audit trails, upgrades at three in the morning, the support message on a Sunday — none of that is theoretical here.

When we recommend an architecture, it is one we have had to live with.

Let's talk

Tell us what you are trying to fix.

A tangled integration, a slow database, a system nobody understands any more. The first conversation is 30 minutes and costs nothing.