AI strategy and consulting
We help you decide where AI will pay off in your organisation, what it takes to get there and what to do first. Because we build AI systems ourselves, our recommendations come with realistic effort, risk and data requirements.
AI strategy services
How we work on it.
Grounded in delivery
Our consultants build AI systems too, so effort estimates and feasibility calls come from projects we have shipped.
Value and feasibility together
We rank opportunities on business impact and on whether your data, systems and people can support them today.
Governance that fits the risk
Oversight, privacy and EU AI Act requirements are sized to each use case, strict where decisions affect people and lighter elsewhere.
Ends with a first step
Every engagement finishes with a concrete next release, scoped well enough to start building.
Built with.
All technologiesFurther reading.
RAG vs fine-tuning: which does your business actually need?
RAG gives a model your knowledge at answer time; fine-tuning shapes its behaviour. How to choose, when to combine them and what each costs.
4 min read
Build vs buy software: when custom development pays off
A practical way to decide between off-the-shelf software and custom development, covering total cost of ownership, integrations and risk.
5 min read
Human-in-the-loop AI agents: design patterns for production
The patterns we use to run AI agents safely in production: approval checkpoints, confidence thresholds, tool permissions, audit trails and fallbacks.
4 min read
Common questions.
A team that builds AI systems every week knows what is hard, what is cheap and what fails in production. That keeps recommendations realistic and shortens the path from plan to working software.
With a process that costs real time or money, has data you can access and outcomes you can check. A readiness assessment is the structured way to find it if the answer is not already obvious.
We help you inventory AI systems, classify their risk level and set up oversight, documentation and monitoring accordingly. For formal legal advice we work alongside your legal counsel.
A written report or roadmap, a prioritised set of use cases with business cases, an architecture and governance outline, and a scoped first release. Everything is yours to use with any delivery partner.