Use-case assessment
A short evaluation of which workflows are worth automating and which are not.
We build AI features that earn their place: search that understands your content, assistants grounded in your own data, and automations that remove the repetitive work — each with evaluation and guardrails attached.
Practical AI features wired into the systems you already run.
A short evaluation of which workflows are worth automating and which are not.
Content ingestion, chunking, embeddings and permissioned retrieval.
Assistants, summarisation or classification built into your existing interface.
Test sets, prompt versioning, fallbacks and monitoring of output quality.
A narrow, well-understood toolset keeps maintenance cost predictable.
Into infrastructure you control, with providers and retention settings chosen with you before anything is sent.
Retrieval grounded in your own content, cited sources, evaluation sets and a defined fallback when confidence is low.
Share the brief and we will come back with scope, sequence and an honest budget range.