/services/ai

AI that pays for itself, wired into your systems

Assistants trained on your data, document processing and workflow automation. Built by engineers who measure results, not by a slide deck that mentions AI forty times.

// what we do

Where we earn our keep

  • Assistants on your data. Customer and staff assistants that answer from your documents, policies and product data, with citations, so answers can be checked.
  • Document processing. Invoices, contracts and forms read, extracted and filed automatically, with a human review step where the stakes demand one.
  • Workflow automation. The repetitive work between your systems, triage, data entry, first-draft responses, handled by AI with your team approving the output.
  • Honest scoping. If a rules-based script solves it cheaper than a language model, we'll tell you and build the script.

// tools we reach for

The stack

Chosen per project, never by habit. These are the tools we most often ship with for AI.

Claude OpenAI RAG pipelines pgvector LangChain Whisper Python Vector search

// deliverables

What you actually get

Every engagement ends with things you can point at, not hours on an invoice.

01

A working AI feature in production

Not a proof of concept in a notebook. Deployed, monitored and used.

02

Evaluation suite

Accuracy measured against a test set before launch and continuously after.

03

Your data pipeline

Documents ingested, chunked and indexed, refreshed as your content changes.

04

Guardrails

Grounded answers with citations, rate limits, and a defined fallback to a human.

05

Cost model

Per-query economics in writing, so the feature stays profitable at scale.

06

Privacy assessment

What data goes where, under which agreement. GDPR considered from day one.

// next step

Have a project in mind?

Tell us what you want to build. We'll reply within one working day with a straight answer on approach, timeline and cost.