05 — Legal & regulatory

AI to find the evidence.
Experts to make the call.

We are developing AI to find sources and structure documents. Defined rules handle calculations, while specialists retain final judgment.

Designs adapted from other industries

From customer service

AI for meaning, rules for format

From fintech

Personal data and transmission checks

Legal & regulatory

The opportunity

Laws, contracts, and review criteria are extensive and change often. AI can organize relevant sources and flag passages for review, helping specialists focus on judgment. Our legal projects are in development.

Applications and opportunities

01
Search that shows its sources
AI retrieves relevant laws and documents and identifies the provisions supporting an answer.
02
AI structures, rules calculate
AI extracts and structures document information. Calculations, including tax calculations, follow defined rules.
03
Ad and contract review support
AI flags sentences to check against review standards; the reviewer makes the call.

Experience from other industries

From customer serviceLegal & regulatory
AI for meaning, rules for format
The same principle carried into medical ad review support.
From fintechLegal & regulatory
Personal data and transmission checks
Experience removing personal data in fintech informs checks on what information is sent to AI in legal workflows.

Related work

Kagit
Media & content
An AI newsroom
publishing in five languages.
What AI does
Gathers sources, drafts, and checks against evidence
What people do
Sets editorial direction and quality standards
Current status
Live · 5 languages
- AI for meaning, rules for format
- Multilingual operations
- AI safeguards
Kagit — Explore the case study
Company H
Legal technology for real estate tax and policy
Client name withheld
Developing AI document structuring and legal search, with defined rules for tax calculations.
What AI does
Structures documents and cites the relevant law
What people do
Defined rules handle tax calculations; specialists make the final judgment
Current status
In development
- Grounded answers (RAG)
- Shared conversation engine
Company P
Merchant risk operations for a payments company
Client name withheld
Built operations tools with contract reading, PII redaction, and an AI stop switch.
What AI does
Reads contracts and removes personal data
What people do
Staff make the final call and can stop the AI when needed
Current status
Built
- AI safeguards
- Shared payment components

Other industries

Tell us what you want
to change with AI.

Tell us about the service you want to build or the work you want to change. We'll define a starting point and scope together.

Discuss your AI project Email us directly

AI to find the evidence. Experts to make the call.

Search that shows its sources

AI structures, rules calculate

Ad and contract review support

AI for meaning, rules for format

Personal data and transmission checks

An AI newsroom publishing in five languages.

Developing AI document structuring and legal search, with defined rules for tax calculations.

Built operations tools with contract reading, PII redaction, and an AI stop switch.

Tell us what you want to change with AI.

AI to find the evidence.
Experts to make the call.

An AI newsroom
publishing in five languages.

Tell us what you want
to change with AI.