AI for specialist firms
whose expertise is the business.
When your margin, delivery speed and client value depend on hard-won judgement, we build the tools, automations and products that turn that expertise into leverage.
Why teams like this come to us.
Engineering consultancies, NDT and inspection firms, drone surveying, geotechnical and materials testing, acoustics, fire engineering, process safety, specialist scientific consultancies, and precision manufacturing. The pattern is consistent across all of them.
Your expertise sits in a small number of senior people and is hard to scale.
Your team repeats the same kinds of workflows, reports or project decisions over and over.
Compliance, admin and delivery overhead are eating margin.
You have years of project, inspection, lab, survey or measurement data that is barely being used.
Clients are starting to expect faster, smarter delivery without a loss of rigour.
How our services show up in specialist firms.
Identify where AI should support work, automate work, or become a product — and prioritise the first build worth commissioning.
Remove repeat admin, document handling, coordination and reporting work from senior teams so they can stay on the work that actually requires their expertise.
Build internal copilots, dashboards, review tools and workflow applications designed around how your team actually works — not how a generic SaaS vendor imagines it.
Turn a repeatable, differentiated part of your service into a product customers can buy repeatedly — without needing a senior consultant in the room every time.
What we build for specialist firms.
Internal copilots trained on your knowledge and workflows
Tools that encode your team's judgement and institutional knowledge — so the answer to a routine question does not always need a senior person.
Workflow tools that codify expert judgement and reduce repeat work
Applications that step through your standard decisions with AI, enforce consistency, and handle the repeatable work automatically.
Document-heavy delivery tools for review, drafting and reporting
Systems that read, extract, compare and draft from your technical documents — cutting the time your team spends on structured work.
Productised versions of specialist expertise that can be sold repeatedly
Software products that package a slice of your methodology into something your clients pay a subscription for — revenue that does not require delivery hours.
Relevant proof.
Codifying domain-specific knowledge, automating complex review and decision workflows, and turning specialist expertise into usable software.
Property-Tech Document AI
Document AI that extracts and structures data from complex property documents — cutting review time and replacing a six-figure third-party data cost. Domain-specific complexity handled at scale.
Read case studyAskPhi
Consulting expertise packaged into an AI product that clients can interrogate directly — domain knowledge made accessible and scalable without senior time in every interaction.
Read case studyTrust OS
AI system built around a specialist trust framework — domain knowledge encoded, structured, and surfaced as a platform product across seven sectors.
Read case studyWant to turn expertise
into leverage?
Start with Lean AI Strategy or book a discovery call.