RAG assistants
Assistants that answer from your documents, policies and product data — with citations, so an answer can always be checked.
Not a demo. A system with retrieval you can inspect, evaluation you can trust, guardrails on what it may say, and a monthly cost ceiling you approve before anything goes live.
Scope is agreed in writing before we start. Nothing on this list is an upsell discovered halfway through.
Assistants that answer from your documents, policies and product data — with citations, so an answer can always be checked.
Extraction, classification and summarisation for contracts, invoices, applications and claims. The work nobody enjoys doing manually.
Demand forecasting, churn and lead scoring built on your historical data, with the honest confidence intervals included.
Ingestion, cleaning, chunking, embedding and refresh. Most AI projects fail here rather than in the model, which is why we start here.
Test sets, regression checks, hallucination monitoring, refusal behaviour and human review paths for anything consequential.
Access control, audit logging, data residency, retention policy and a clear position on what is sent where.
Roughly one in five AI ideas we assess turns out to be better solved with a database query, a form change or a rule engine — cheaper to build, cheaper to run and far easier to trust. We say so. The projects we do take on are the ones where a language model genuinely does something no simpler system could.
A short paid discovery: we examine the workflow, the data available and how it is done today, then recommend whether to proceed at all.
Two to three weeks to a working system on a narrow slice, measured against the current process rather than against a benchmark.
Evaluation suite, guardrails, monitoring, access control and cost controls before anyone outside the pilot group touches it.
Rollout, training and a monthly review of accuracy, cost and usage. Models change underneath you; someone has to be watching.
We pick tools for how well they will age, not for how they look on a capabilities slide. Everything here is something we use weekly.
The assessment phase saved us more than the build did. Two of the four ideas we brought them were dropped with a clear explanation, and the two that went ahead worked. That kind of honesty is rare in this space right now.
Workflow agents that remove the repetitive half of a job, measured against a baseline recorded beforehand.
ExploreSupport and sales bots trained strictly on your documentation, honest about limits and quick to hand over.
ExploreFast, secure, tested builds you own outright, with a CMS your team can run without raising a ticket.
ExploreThirty minutes, no deck. You will leave with a straight opinion on scope, timeline and budget — even if you never work with us.
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