AI for document-heavy
and regulated operations.
When speed is lost in document review, extraction, compliance steps and fragmented knowledge, we build the systems that make those workflows faster, more consistent and easier to scale.
Why teams like this come to us.
Teams spend hours reading, extracting and reformatting information from complex documents.
Generic tools fail on domain-specific language, structure and nuance.
Review work is expensive, hard to scale and difficult to standardise.
Build-vs-buy is unclear and the wrong decision is costly.
You need speed without losing rigour, traceability or control.
How our services show up in document-heavy operations.
Prioritise document and workflow opportunities by value, feasibility and risk — and make the build-vs-buy decision with real data, not guesswork.
Automate routing, extraction, drafting, review steps and exception handling — so the work that has to happen still does, just not manually.
Build review tools, copilots and document workbenches for expert teams — designed around the documents they actually work with, not generic document UI.
Deliver the underlying document AI, extraction, summarisation or retrieval capability into your stack — so your own products and tools can call it.
What we build for document-heavy teams.
Extraction and structuring pipelines for complex documents
Systems that read, parse and structure your documents at scale — handling layout variation, domain-specific language, and multi-document sets.
Review tools and copilots for expert teams
Interfaces that surface the right parts of a document, flag discrepancies, and draft responses — so reviewers spend less time reading and more time deciding.
Workflow automation around document-heavy processes
End-to-end automation of intake, triage, extraction, approval routing and exception handling — from document arrival to decision, with humans where they need to be.
Domain-specific knowledge systems that reduce search and review time
Retrieval systems that understand your documents, your terminology and your policies — so teams can ask questions and get answers without reading everything first.
Relevant proof.
Domain-specific document complexity handled at scale, build-vs-buy benchmarked honestly, and systems that reduce review time without losing control.
Property-Tech Document AI
Document AI that extracts and structures data from complex property document sets at scale — cutting review time and replacing a six-figure third-party data cost. Built after a rigorous build-vs-buy evaluation.
Read case studyAskPhi
Complex domain knowledge — structured, retrieved and surfaced through a conversational interface. Reduces the time experts spend answering known questions by making their knowledge directly accessible.
Read case studyNeed to cut document-heavy work
without giving up control?
Start with Lean AI Strategy or book a discovery call.