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Custom AI Agents

Answers from approved sources. Actions within clear limits.

We build agents that find information in approved sources, work only in permitted tools and hand over when a request needs human judgement or authority.

  1. 01Customer support
  2. 02Sales and inquiries
  3. 03Internal knowledge
  4. 04Operational assistants

The problem

A generic chatbot does not know your business

A custom agent uses the information you approve, follows your rules and connects to the systems needed for a specific job.

Worked example — a client contract
  1. question"When does the Acme contract expire, and what is the notice period?"
  2. sourcecontracts/acme-2025.pdf — section 9.2
  3. answerExpires 31 March. Notice period: 60 days.
  4. actionCRM reminder — created for 30 January
  5. handovernon-standard clause — routed to legal

Illustrative example: the agent answers from documents and acts in your systems.

What they do

Where a custom AI assistant can help

  1. 01

    Customer support

    Answers from your real documents and policies, cites the source, and hands over to a human when needed.

  2. 02

    Sales and inquiries

    Greets, qualifies and routes inquiries around the clock — and briefs the team before the call.

  3. 03

    Internal knowledge

    Turns scattered documents, wikis and tickets into one agent the team simply asks.

  4. 04

    Operational assistants

    Acts in your tools — creates records, drafts responses, kicks off processes.

How we build it

Useful, verifiable and limited by design

A useful agent works from approved information, can show its sources and stays inside the permissions you set.

  • Answers can cite their source, so the team can verify.
  • Connected to your CRM, tools and APIs with explicit permissions and approval gates.
  • Action limits and escalation rules hand work to a person when confidence or authority is insufficient.

Aligned with your company voice

We define tone, boundaries and escalation so the agent communicates consistently without pretending to be human.

What you buy

One use case. One measure of success. A decision at every stage.

We assess feasibility and risk, build a focused pilot, then prepare only an accepted solution for production. Every stage has agreed deliverables and acceptance criteria.

01
Assess

Confirm scope and constraints

We map the process, data flows, integrations, security requirements, operating model and result to measure.

You receive

A process map, data-flow and risk review, solution options and a fixed proposal for the next stage.

02
Validate

Test one focused pilot

We build one use case in an agreed environment and evaluate quality, controls, performance and operating effort against the acceptance criteria.

You receive

A working pilot, test results, known limitations and a clear recommendation on whether to proceed.

03
Deploy

Prepare the accepted solution for production

We prepare the accepted solution and agree release, monitoring, rollback, support and operating responsibilities.

You receive

A production release and the agreed handover assets: source code and settings, deployment automation, monitoring and operating instructions.

FAQ

Worth knowing

How is this different from ChatGPT?

It works from your approved knowledge, connects to selected systems, and follows permissions and rules defined for your business.

Can it hand over to a human?

Yes. We define exactly when and how it escalates — with the full context of the conversation.

Can it run privately?

Yes. Agents can run in your environment, including on-premise — see the On-Premise AI page.

What information does the agent use?

Only the sources and systems you approve, such as documents, policies, wikis and support tickets. Its answers can cite the source so your team can check them.

How long does the first agent take?

A focused first use case can usually reach a working prototype within weeks. The production timeline depends on integrations, data readiness and risk requirements.

Contact

Tell us what you want to improve — an engineer will review it

Describe one process or task, or a data or security constraint. Two sentences are enough. We usually reply within one business day.

  • You talk to an engineer, not a salesperson
  • No sales pitch or obligation
  • Your details stay confidential

A selection of organisations we have worked with

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