
Industries
Twelve fields. One engine.
One engine, one loop and one Formula per field. Every field can start with a Test Lab on one task.
- Fields, in four groups
- 12
- Formula letters, from T for trading to L for language
- 8
- Engine and one learning loop under every field
- 1
- About four weeks for a Test Lab on one task
- 4
By field
Start with your work.
Each field has its own Formula letter: the letter of the model it makes.
Finance and law
Work measured every day, files that are privileged.
03 fields
Banking and financeForecasting, operations triage and KYC review, on a model the bank owns and runs inside its own walls.Where our first model was built
Law firms and lawyersResearch from your own precedent, first drafts in your firm’s style and due diligence at speed, on a model the firm owns.
Insurance and in-house legalReads claims and contracts, flags risk and finds the past case that matches, in your own wording.
Public and critical
Work that must stay on your own ground.
04 fields
Government and citiesCase triage, answers on local rules and summaries in many languages, on a model each city owns.Ready to start
Defense and securityAnalysis, translation and documents on closed networks, delivered only through cleared partners.Partner-led
Healthcare and life sciencesPatient file summaries and admin help, with records that stay in the hospital.
Energy and utilitiesLoad, price and grid forecasts from your own meters and markets.
Industry
Know-how in runs, machines, fields and stores.
03 fields
Engineering and simulationSimulation surrogates trained on your own runs: fast first answers, and better with every run you add.
Agrotech and cooperativesDay-by-day advice from a farm’s own soil, weather and harvest data.
Retail and e-commerceCustomer service and product data in every language, from the shop’s own history.
Creative and digital
Your material and your code, in a model of your own.
02 fieldsBy company size
Start with your size.
EnterpriseYour company’s own AI.“AI is a leak risk, and custom AI needs a team we do not have.”
Small and mid-sizeYour team’s know-how, in a model you own.“We use the same AI as everyone else, and pay for it per seat.”
StartupsOwn the model your product runs on.“Our token bill grows faster than our revenue, and the model is not ours.”
Public sectorOn your ground, under your control.“This work cannot leave our ground, and we must show who owns every version.”
Where we start
Where the pull is strongest and a first case is closest.
- 01 · Start hereBanking and financeThe highest concern about data leaks of any industry, and heavy, repeated document and decision work.
- 02Government and citiesThe largest buyers of AI that must stay in the country, and cities short of staff.
- 03Engineering and simulationSimulation data is a crown jewel. Surrogates give fast first answers, better with every run.
- 04 · Partner-ledDefense and securityModels that run offline on owned hardware, only through cleared partners.
Close behind, from our first clients: media and software. Next in line: law firms, healthcare, energy, and insurance.
Start
Not sure where your work fits?
Two minutes, seven questions, an honest answer before any email is asked.





