AI integration that connects to the systems you already run
Practical AI wired into your CRM, inbox, documents and product — scoped around one process, measured, and only then extended.
AI integration is rarely about the model. It's about context: which data it may see, which rules apply, and what happens when it isn't sure. Get that right and the results are dependable; skip it and you get a demo that never reaches production.
I connect language models to the tools you already use — CRM records, support inboxes, document stores, your own product — and put explicit guardrails around them: filtered inputs, logged outputs and a human check on anything high-impact.
GDPR matters here. I keep stored data to a minimum, restrict access per integration and use European processing where the provider allows it.
What an integration includes
Grounded in your data
Answers built from your documents and records, with references back to the source.
CRM and inbox hooks
Enrichment, summaries and follow-up suggestions written straight into your existing tools.
Document processing
Invoices, contracts and forms read, classified and routed automatically.
Guardrails
Clear thresholds for autonomous action versus human review, with full logging.
GDPR-aware
Minimal retention, scoped access and European processing where available.
Cost visibility
Usage estimates up front so the running cost per month is never a surprise.
Frequently asked questions
Tell me what you're building
Send a short brief and you'll get a reply within one working day, with a fixed price and a clear plan for the first milestone.