AI & Automation
Generative AI & LLMs
Drafting, summarising, extracting and classifying inside the tools your team already uses. The work is mostly about what the model should refuse to do.
In short
Language models wired into your systems.
What we deliver
- Prompt and model selection measured against your own examples
- Abstention behaviour where the answer is not supported
- Structured output that downstream code can rely on
- Prompt caching and batching where the volume justifies it
A good fit when
- Staff rewrite the same kind of document repeatedly
- You need consistent extraction from messy inputs
- A model is already in use with no quality baseline
Technologies and methods
Chosen for each project, to fit your systems and your team.
- Anthropic
- OpenAI
- TypeScript
How we deliver
From first conversation to production.
Four stages on every engagement, scaled to the size of the project.
- 1
Understand
Clarify the users, goals, constraints, and current systems.
- 2
Plan
Map the main components, data, and integrations before implementation.
- 3
Build
Develop and review the work in small, testable increments.
- 4
Prepare
Plan deployment, operations, documentation, and ownership.
More in AI & Automation
- AI EngineeringProduction AI systems, end to end.
- Agentic AI SystemsMulti-agent systems with approval gates.
- RAG & Enterprise SearchAnswers from your documents, with citations.
- AI Workflow AutomationManual work automated, every step audited.
- Intelligent Process AutomationRepetitive steps removed from daily work.
- Machine Learning & MLOpsModels trained, deployed and monitored.
- Computer VisionImages and video turned into records.
- Document IntelligenceStructured data out of unstructured files.
- Conversational & Voice AIAssistants that cite sources and refuse.
- AI Strategy & GovernanceWhat to automate, and what to keep human.
- AI EnablementYour team productive with AI tooling.
Prefer to talk it through?
A private consultation, 30 minutes with the founder, in your time zone.
Interested in Generative AI & LLMs?
Tell us what you are working on. We start by understanding the problem, the people, and the systems involved.