AI solution development

From an idea to an AI solution.

We build AI assistants, document-processing solutions and agents that use your sources and tools. Each solution is shaped around the task, how it is checked and the people using it every day.

What we build

AI that fits into your workflow.

For teams with a defined task and software companies adding AI to their products.

An assistant that shows where an answer comes from

Search internal documents, prepare a response and link to the source used. We define content updates, what each user may see and how to flag answers that need further checking.

  • Approved sources and their versions
  • Tests for answerable and unanswerable questions
From a document to a structured record

Extract agreed fields from a PDF or form into a clear record. The user can inspect the source, complete missing information and confirm the result before the next step.

  • Required fields, formats and checks
  • Export or connection to a business application
An agent with explicitly permitted actions

An agent can connect several steps: find data, prepare a report and suggest an action. We define its tools, stopping conditions and what a user must approve before sending or writing anything.

  • Separate reading, preparation and approval steps
  • Execution records and error handling
An AI feature inside an existing application

An assistant should sit where work happens. We connect the user screen, application logic and AI workflow, using existing sign-in and permissions where the system supports them.

  • An interface for reviewing and correcting results
  • An agreed approach to updates and maintenance

Example application

A report from multiple documents.

A user selects documents. The system extracts agreed data and prepares a draft report. The user reviews the sources and confirms the final version.

What the pilot should demonstrate

  • Are key fields extracted correctly and linked to their source?
  • Are missing or contradictory details visibly flagged?
  • Can the user easily correct the result before export?
  • Do processing time and cost fit the intended use?

From prototype to handover

A working pilot and a clear next step.

Alongside the feature, you need evaluation examples, usage instructions and an agreement on who maintains models, sources and integrations.

  1. 01

    Build a bounded workflow

    Agreed inputs, actions and outputs, initially in a test environment.

  2. 02

    Evaluate real scenarios

    Typical tasks, missing information and edge cases, reviewed with users.

  3. 03

    Prepare for deployment

    Documentation, permissions, error monitoring and a decision on what needs improving before expansion.

Let’s connect

Which task would you like to turn into a solution?

Tell us what you want to improve. Together, we’ll define a practical first step.

Let’s talk