Ember

Request a diagnosis

We’ll reply within one working day.

Or write to hello@emberhub.dev. We only use this to reply to you.

Blog

Technical arguments for resolving business facts before agents act.

Your AI can retrieve the right document and still act on the wrong fact

Why enterprise agents need a resolution layer, not just a better search index.

Guardrails do not make a stale fact true

A fair look at what agent platforms, enterprise search and semantic layers solve, and what a deployment still has to prove.

Treat business facts as versioned dependencies

A reference architecture for agents that know when to proceed, when to ask and when to stop.