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Custom AI development for professional firms

We design, build and run custom AI software for finance teams, law firms, construction firms and other teams whose work runs on documents. We start with one workflow, build on your own data, and link every result to its source so your people can check it before they rely on it.

Founder-led studio in London

12 BOQ rows · export-ready · 5 shown

Drawing setPlans, elevations, section

Elevations, ground floor plan and section A-A

North, east, south and west elevations, a ground floor plan and wall section A-A for a single-storey house

Drawing set and quantities from AutoBOQ’s tool page. Highlights mark where each quantity is measured.

Output from AutoBOQBOQ
  1. Windows6 nr1240 × 1350mmBBP0720_362
  2. External doors1 nr1040 × 2135mmBBP0720_362
  3. Internal walls40.34 m²Demolish partitionsBBP0720_230
  4. Internal doors4 nrExisting doorsBBP0720_230
  5. Ground floor40.34 m²150mm RC slabBBP0720_360

Real inputs and outputs from AutoBOQ, ContractScanner and CasePulse. Hover over or tap any value to see where it came from. The demo pauses while you read.

AI software we’ve built and run

Live products and working prototypes, from case-law search to launch films. Each file states its status and where its figures come from.

All build notes

AutoBOQ

Prototype
AutoBOQ turning a set of house drawings into a structured bill of quantities, grouped by section with units, quantities and drawing references

Drawing PDFs in, a bill of quantities an estimator can review out.

Limited-access prototype; codes on request from the tool page.

CasePulse

Live
CasePulse overview: judgments indexed, citation connections, judgments by court and the most cited cases

UK case law, searchable, with the citations between judgments linked.

56,000+ judgments and 411,000+ citation links: corpus counts from The National Archives' Find Case Law.

ContractScanner

Prototype
ContractScanner: a free, private AI contract review tool powered by an in-browser model

Contract triage that runs in the browser; the text never leaves the device.

The model runs locally via WebGPU after you choose to load it. No contract text is posted to a SupaMakers server.

MographAI

Live↗
MographAI home page: Launch films, directed for you, with a field to paste your product’s website

Launch films from a product’s website: an AI director writes the story, scores original music and cuts every scene to the beat.

The director works from words captured on the product’s own page. Anything illustrative in a film is labelled as an example, and no customers or numbers are invented.

Law AajKal

Live
A Law AajKal judgment page: a Supreme Court arbitration ruling summarised in plain English, with versions in eight Indian languages

Indian judgments explained daily, on web, iOS and Android.

Live product with an App Store listing and a published build note.

AnimCharts

Live↗
AnimCharts: an editorial chart of the 2024 temperature record with playback controls

Spreadsheet data into animated charts, exported in the browser.

Free MP4 and GIF exports with no account, per the tool listing.

How custom AI development works

We prove one workflow on your own documents before anything is deployed.

  1. First step

    Audit

    Choose one workflow, map the documents behind it, and agree how the result will be judged.

    Details
  2. 28 days

    Sprint

    A working product on your real data. You keep the source code and a roadmap to production.

    Details
  3. Scoped per system

    Deploy

    Integrations, permissions, evaluation sets and review roles for the team that runs it.

    Details
  4. Ongoing

    Run

    Monitoring, evaluation and regular improvements once the workflow is live.

    Details

Questions about custom AI development

The services pages cover each stage in more detail.

What is custom AI development?

Building AI software around one of your own workflows instead of adapting your work to a general tool. For professional firms that usually means reading documents, extracting what matters, drafting a first pass and routing it to the person who decides, with every result linked to its source.

How long does a first version take?

A sprint takes 28 days and ends with a working product on your real data. You keep the source code and a roadmap to production. See the Rapid AI MVP service for what it includes.

How much does custom AI development cost?

It depends on the documents, the systems involved and how many exceptions the workflow has, so we scope it after one conversation. The proposal states what will be working, what stays manual and what production would still need, before you commit.

Where is our data processed?

That is agreed per system. We prefer on-device processing where possible and UK or EU data residency where not, and client data is not used to train third-party models. ContractScanner shows the on-device approach: the contract never leaves your browser.

What have you built?

Working products for UK case law, contract review, quantity takeoff and launch films, each with a build note that states the evidence and the constraints. Start with the build notes.

Start with one workflow.

Tell us which piece of work you’d like AI to take on, and what it runs on today. We’ll reply by email with what we would build, what we would leave with your team, and what a first version would take. You don’t need to send any documents.

Book a 20-minute call instead

Workflow brief

Nothing is uploaded. This opens your email app with the brief; you send it.