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AI & Automation

Fix an AI assistant that gets things wrong

The chatbot is confidently wrong in front of customers.

Typically 2–4 weeksfrom £2,400, fixed scopeQuoted in 2 working days

This is probably you if

  • Answers invented rather than sourced
  • Cannot find information that is in the documents
  • No way to measure whether changes helped

What you get

  • Evaluation set built from your real queries
  • Retrieval and prompt fixes measured against that set
  • Cost and latency per request, before and after
  • Guardrails for the failure modes evaluation exposes

How we approach it

An AI feature that behaves predictably enough to put in front of customers. We start by reproducing the problem against your real environment rather than a description of it — that diagnosis is what the fixed price is built on, and if what we find is materially bigger than it looked, you hear that before any work is agreed rather than in an invoice.

OpenAI / GeminiVector searchNode.jsEvals

Get this scoped and priced
in two working days.

A screenshot and a sentence is enough to start. The diagnosis is not billed unless you proceed.