Improve

Monitor answers in production and improve them with feedback.

Deliver

Build it on your data with the model that fits, and test it on real cases.

Define

Design the data, the rules and where a person stays in the loop.

Discover

Find the task where AI saves real time, and how you will know it works.

Services

AI integration

Put AI to work, safely.

Practical AI where it pays: support copilots, document intelligence and workflow automation, grounded in your own data and working inside rules you set.

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All services →

your data

stays yours

agent actions

need approval

answers

cite your docs

the model

your choice

What we build

What this work looks like.

Support copilots

Draft answers from your own help content, for your team to check and send.

Document intelligence

Read, classify and extract data from invoices, contracts and forms.

Search over your knowledge

Answers that cite your own documents, not the open internet.

Workflow automation

AI steps inside a process, with a person approving anything that acts.

Agents on your systems

Assistants that use your tools through scoped, audited access.

Evaluation and guardrails

Tests and limits that show what the AI gets right before it reaches customers.

How we work

One team, four steps.

The same team carries it from the first question to the release after launch.

Discover

Find the task where AI saves real time, and how you will know it works.

Define

Design the data, the rules and where a person stays in the loop.

Deliver

Build it on your data with the model that fits, and test it on real cases.

Improve

Monitor answers in production and improve them with feedback.

Tools

What we work with.

Claude & other LLMs

Retrieval (RAG)

MCP

Embeddings

Evaluations

Audit logs

Questions

Before you write to us.

Will our data be used to train models?

We design integrations so your data stays yours and is sent only where your agreement with the provider allows.

What if the AI gets something wrong?

Anything that acts needs approval, and answers cite their sources so a person can check them.

Which model do you use?

The one that fits the task, the cost and your policies. We are not tied to a single provider.

Other services

Payments & integrations →Websites →SaaS delivery →Custom systems →

Start a project

Tell us about your ai integration project.

Share the context, not a perfect brief. We reply with the most useful next step, usually within two business days.

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