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AI & Intelligence

AI & Intelligence

Practical AI that is grounded in your data, governed, and wired into the systems your teams already use.

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Overview

About AI & Intelligence

Artificial intelligence is most useful when it is pointed at a specific, repeatable problem: answering questions from your documents, reading forms, scoring leads or drafting routine messages. Our AI services cover strategy, build and governance so each project has a clear purpose and clear limits.

We favour grounded systems that cite sources, tools with narrow permissions and a person approving anything important. That keeps AI dependable, explainable and safe to run alongside the systems you already use.

Why customers call us

Problems this solves

01

Pilots that never reach production

02

Answers that are not grounded in company knowledge

03

No clear policy for data, risk and human approval

Architecture

How it fits together

A typical reference architecture, from your data to the people who use it.

  1. Layer 1Your data and documents
  2. Layer 2Retrieval and guardrails
  3. Layer 3Model and approved tools
  4. Layer 4Apps, CRM and channels

Technology we typically work with

OpenAI APIpgvectorPython / TypeScriptn8nRedis queuesOpenTelemetry

With one repeatable problem where the data and the success measure are clear. A short strategy engagement ranks the options.

It depends on the tools and settings. Data handling is agreed up front, and designs send only what a task needs.

Our focus is removing repetitive work so people can spend time on judgement, relationships and exceptions.

Tell us the outcome. We will bring the architecture.

A consultant replies with questions and a proposed next step. No sales script.