AI Integration

The answers your team spends the day looking up are already in your systems. We connect AI to them, so a question gets answered from your own records with the source attached.

Integration means the CRM, the ERP, the document store, the ticketing queue: whatever the company already runs and is not about to replace. A model that cannot see those is a model that guesses well, and a confident guess about a customer's contract terms is worse than no answer.

Every build is evaluated before it launches, against questions with known right answers drawn from your own material. Accuracy arrives as a number rather than an impression, and the number is what tells you whether the thing is ready for the people who will trust it.

// models we put to work
Claude
OpenAI
Gemini

Whichever one is best at the job, behind one login your team already has.

// what you get

What's included.

  • Integration into the systems you already run: CRM, ERP, help desk, document stores
  • Knowledge engines that turn documents, policies, and institutional know-how into instant answers with citations
  • Agentic systems that carry out multi-step work rather than only answering questions
  • Claude Pro, Team, and Enterprise rollout and configuration
  • Evaluation against a scored question set before launch, and again after changes
  • Access rules that respect the permissions your systems already enforce
// where it fits

The situations this is usually bought for.

Support agents reading the same policy PDF fifty times a day

A knowledge engine over the policy library answers in the agent's own words with a link to the clause, and the handle time on the top ten question types drops.

Quotes that wait two days on one person

An assistant reads the incoming request against the price book and the past quotes for that account, drafts the quote, and routes it for a human signature.

A CRM nobody updates

Call notes and email threads get summarized into the record automatically, so the pipeline reflects what actually happened rather than what someone remembered to type on Friday.

Light tracing connections across a dark surface
// say hello

Tell us what you are trying to fix.

Discovery calls are free and usually last 30 minutes. We listen first, and we will tell you honestly if ai integration is the wrong thing to spend money on.