Skip to content

AI & agentic features

We build AI assistants, agents and automations around one real workflow at a time, prove them on your data and ship them with review and monitoring.

AI projects go wrong when they start from the technology instead of the work. We start with a task that costs your team real hours, measure how well AI can do it on your own data, and only then build it into your tools, with a person in the loop where it matters.

What we deliver.

  • 01

    AI agents

    Agents that carry out multi-step tasks across your tools, such as triaging requests or preparing follow-ups.

  • 02

    Assistants and copilots

    Chat and in-app assistants that answer from your documents and data, with sources.

  • 03

    Retrieval over your knowledge

    Search and question answering across policies, manuals, tickets and files.

  • 04

    Document processing

    Reading invoices, forms and reports, and turning them into structured data.

  • 05

    Evaluation and guardrails

    Test sets, quality scores and limits that keep answers accurate and safe.

  • 06

    Private and on-premise models

    Open models run in your own cloud or on your own servers when data cannot leave.

When to call us.

Sound familiar? These are the situations we're asked into most often.

  • Support teams answering the same questions every day
  • Operations teams re-typing data from documents
  • Sales teams writing follow-ups and summaries by hand
  • Staff searching long manuals and policies for answers

How we work.

  1. 01

    Pick one workflow

    We find the task with the clearest time saving and the lowest risk.

  2. 02

    Prove it

    A prototype on your real data, with measured quality.

  3. 03

    Ship with guardrails

    Human review, limits and logging built in from day one.

  4. 04

    Monitor and improve

    We track quality in production and tune it over time.

Tools we often use

  • LangChain
  • CrewAI
  • MCP
  • Hugging Face
  • Ollama
  • Python
  • PostgreSQL
  • Vector search

A starting point, not a limit: we work in the stack that suits your product.

Related work.

All projects →
  • Agentic AI & Automation

    24/7 Call Answering and Job Booking Agent

    A voice and SMS agent that answers every call, qualifies the job and books it straight into the calendar, including after hours.

    • AI & agentic features
    • APIs & integrations
  • SaaS & Marketplaces · Agentic AI & Automation

    AI Insights and Natural-Language Search for a B2B Tool

    Plain-language questions, automatic insights, recommendations and auto-tagging, added to a data-rich tool without rebuilding it.

    • AI & agentic features
    • Modernisation & rescue
    • SaaS platforms

Common questions.

Is our data used to train public models?

No. We use providers and settings that keep your data private, or run open models in your own environment.

How do we know the AI is accurate?

We build a test set from your real cases and measure quality before and after launch.

Can it work inside the tools we already use?

Usually yes: email, chat, CRMs, helpdesks and internal apps can all be connected.

Have something worth building, improving, automating, connecting, fixing?

Tell us about the product, system or decision in front of you. You'll hear back from an engineer within one working day.

Tell us about it

Or book a call

Pick a slot that suits you. Bring the idea, doc or codebase, in whatever state it's in.

Pick a time that suits you.

A short video call with an engineer. See open slots and book in under a minute.

Loading calendar…