Services

Useful work.
Considered systems.

We connect business context, research, and engineering to help teams explore and apply language models. The engagement begins with your workflow, not a predetermined tool.

01 / Discover

Know what is
worth building.

Make a clear decision about where AI could help, what it would need, and how you would judge the result.

The work

  • Map a workflow and its friction points.
  • Identify repeatable tasks and human decisions.
  • Review available information and access needs.
  • Define a bounded experiment and success criteria.

A useful outcome

A shared use-case brief with the task, intended users, inputs, review owner, and next steps. An informed decision to proceed, revise, or leave the task as it is.

02 / Build

Move from concept
to a working prototype.

Explore the real experience with the people who will use it. Learn from examples before committing to a wider rollout.

The work

  • Design a clear user workflow.
  • Build knowledge, drafting, or document tools.
  • Connect approved information where appropriate.
  • Test outputs, exceptions, and review steps.

A useful outcome

A prototype and an evidence-based decision about the next version. Production scope, infrastructure, integrations, and operations are defined together before implementation.

03 / Enable

Make it a skill
your team can use.

Build confidence with practical exercises using approved examples from your team's work.

The work

  • Practice writing clear requests and supplying context.
  • Develop consistent output-review habits.
  • Document reusable examples and decision rules.
  • Set up a feedback and improvement routine.

A useful outcome

A shared playbook for the chosen workflow, with prompts, examples, review responsibilities, and a route for questions. The goal is a team that understands the tool's role and limits.

Illustrative project directions

Small starts.
Specific possibilities.

Knowledge

A guide to your own documents

Help colleagues find relevant material in an approved collection. Show the source and make uncertainty visible.

Operations

A better first draft

Turn structured notes into a consistent draft. Keep a person responsible for facts, tone, and the final send.

Team learning

A practical workshop

Work through familiar tasks together. Compare outputs and agree on where AI fits the team's process.

These are examples of possible work, not claims about past projects. Suitability depends on your workflow, information, and requirements.

Start a conversation

Start with a real workflow.

Tell us who does the work, what gets in the way, and what a useful change would look like.

Talk about your project