Applied AI

AI, applied with judgement.

Fixed-price packages for evaluating, deploying, and maintaining.

AI review

£2,000Fixed price

Understand your data, validate your plans, and define what needs to be built.

  • Requirements & data architecture review
  • High level prompt & model evaluation
  • Cloud provider vs UK sovereign hosting
  • Plain-English data-handling statement
  • Fixed-price quote for deployment

AI deployment

From £5,000Fixed price

Deploying your AI service using best practices so it can be rebuilt, audited, and managed.

  • Further prompt & model evaluation as required
  • Secure deployment and configuration
  • Audit logging & monitoring with alerts
  • Initial baseline to evaluate future changes against
  • Document how, where, who, and why

Prices exclude your cloud provider's charges

AI management

From £650 a month

Keep your AI deployment healthy, documented, and continually improving.

  • Security patches applied as required
  • Model and prompt updates evaluated
  • Monitoring capacity and costs
  • Monthly evidence pack updates
  • Business-hours response, Monday to Friday
Build

AI-centred products

Products where AI is the core of the value. Reliable systems, pipelines, and retrieval over messy real-world data.

  • Agentic systems & LLM pipelines
  • Retrieval & search over real-world data
  • NLP & document classification at scale
  • Build-vs-buy advice on models and tooling
Read the document intelligence case study →
Trust

Evaluation & guardrails

Selecting the correct tools and prompts. Knowing what the system does when it is wrong. Catching it when it steps out of bounds

  • Evaluation & regression testing
  • Guardrails & out-of-bounds detection
  • Regulatory & compliance requirements
  • Observability & cost control
Read the report →
Reach

Agent-ready websites & applications

Audit and retrofit your sites and applications so agents can read, cite, and use them correctly.

  • Agent-readiness audits against the specification
  • llms.txt, structured data & machine-readable endpoints
  • Crawler policy: robots, content signals & bot management
  • MCP servers & agent interfaces
Apply

AI inside the business you already run

AI applied carefully to the work your team already does, improving productivity instead of getting in the way.

  • Agentic search over research & document-heavy systems
  • AI-assisted engineering, with senior review
  • Team workflows, tooling choices & training
  • Straight answers on what to skip
Talk about an engagement →

An AI question that needs a straight answer?

A short email is plenty. Tell me what you are trying to do and what you have tried so far.