SERVICES

The right expertise.
A clearly defined outcome.

Start with an architecture question, a bounded pilot, or a specific engineering challenge. Every engagement begins with scope.

01 /

AI architecture & feasibility

Make the important decisions before investing in a build. Explore the workflow, technical constraints, and the tradeoffs between building and buying.

Request a scope

WHAT YOU RECEIVE

  • Workflow map and architecture options
  • Risk register and evaluation plan
  • A scoped implementation roadmap

What you bring

Your current workflow, business goals, systems, and data constraints.

Engagement shape

A focused review with documented recommendations.

Explore related thinking
02 /

Agentic AI workflows

Develop a scoped pilot that connects models to tools, with clear limits on what the system can do and when a person must approve.

Request a scope

WHAT YOU RECEIVE

  • A bounded workflow pilot
  • Tool integrations and human review points
  • Test scenarios and practical handover

What you bring

A well-defined use case, tool access, and a person who can evaluate the outcome.

Engagement shape

A pilot with agreed actions and success criteria.

Explore related thinking
03 /

RAG & knowledge systems

Build retrieval around a defined document collection so answers can be checked against their sources. Add complexity only when the use case needs it.

Request a scope

WHAT YOU RECEIVE

  • Ingestion and retrieval pipeline
  • Citations and an evaluation dataset
  • Access-control and update strategy

What you bring

Representative documents, example questions, and access requirements.

Engagement shape

A retrieval prototype followed by measured iteration.

Explore related thinking
04 /

LLM integration & evaluation

Connect model capabilities to an existing application and create a repeatable way to assess quality, cost, and failure handling.

Request a scope

WHAT YOU RECEIVE

  • Interface and model-routing design
  • Quality, latency, and cost test plan
  • Fallback and failure-handling strategy

What you bring

Application interfaces, representative examples, and provider constraints.

Engagement shape

An integration or evaluation work package.

Explore related thinking
05 /

Implementation hardening

Make operational requirements explicit: observability, guardrails, deployment practices, and recovery procedures.

Request a scope

WHAT YOU RECEIVE

  • Observability and guardrail plan
  • Deployment guidance
  • Runbooks and technical documentation

What you bring

The existing prototype, target environment, and operating requirements.

Engagement shape

A scoped engineering engagement; ongoing support is agreed separately.

Explore related thinking
06 /

Agency delivery partnership

Define an AI work package that fits your delivery process, with clear interfaces, communication, and handover.

Request a scope

WHAT YOU RECEIVE

  • An agreed specialist work package
  • Collaboration and review cadence
  • Documented implementation and handoff

What you bring

The client brief, delivery responsibilities, and confidentiality requirements.

Engagement shape

A defined collaboration with scope and capacity agreed up front.

Explore related thinking

BEFORE WE START

A few useful answers.

Can we start with an existing prototype?+

Yes. A review can identify the most useful next step: better evaluation, an integration, clearer architecture, or a smaller pilot. The exact scope is agreed after reviewing the current system.

How does remote collaboration work?+

The proposed approach is a shared brief, regular reviews, and written decisions. Communication tools, meeting times, and availability are agreed for each engagement.

How is confidential information handled?+

Start with a high-level description. Confidentiality terms and a suitable private channel should be agreed before sharing private documents, credentials, or client data.

What happens at handover?+

Documentation, setup guidance, and the agreed deliverables form part of the scope. Ongoing maintenance and support need their own agreement.

Who covers model and API costs?+

Provider accounts, usage budgets, and payment responsibilities are agreed before implementation. A website enquiry does not authorize paid inference or other resources.

LET’S BUILD SOMETHING USEFUL

Start with a problem.
Let’s find the right approach.

Bring your idea, your existing prototype, or a workflow that could work better.

Discuss a Project