Financial Services
Document-heavy processes and advisory workflows where every answer needs a traceable source.
Where we help
- KYC document processing
- Policy & product Q&A
- Report drafting
- Internal knowledge search
Industries
Sectors we design for.
Regulations, document formats and workflows differ in every sector. These are the industries whose context we understand well enough to build for — and we will tell you directly if yours is not one of them.
Healthcare & Life Sciences
Administrative and back-office documentation, designed for the sensitivity of patient data.
Where we help
- Insurance & claims paperwork
- Appointment handling
- Administrative document search
- Policy & procedure assistants
Manufacturing
Engineering knowledge, standard operating procedures and supplier paperwork made searchable.
Where we help
- SOP & manual assistants
- Supplier document processing
- Maintenance knowledge search
- Quality report drafting
Retail & E-commerce
Customer conversations and catalogue operations that scale beyond what a team can staff.
Where we help
- Support automation
- Product discovery
- Catalogue content generation
- Order & returns assistants
Legal & Compliance
Contract and policy work where an answer is only useful if you can see where it came from.
Where we help
- Contract review support
- Clause extraction
- Policy Q&A
- Due-diligence document sorting
Logistics & Supply Chain
Shipping, customs and billing paperwork that currently moves by hand.
Where we help
- Shipping document extraction
- Invoice reconciliation
- Exception triage
- Status query assistants
Technology & SaaS
AI features inside your own product, and assistants over your own internal systems.
Where we help
- In-product assistants
- Support deflection
- Documentation search
- Internal tooling agents
Education & Training
Course material, learner support and administrative load across institutions and ed-tech products.
Where we help
- Course content assistants
- Learner Q&A
- Assessment drafting support
- Admissions document processing
A note on this list
Where we can genuinely help
These are sectors whose data, paperwork and constraints we understand well enough to design for — not a claim to have deployed in each one. Tell us yours and we will be direct about whether it is a fit.
Evaluation-driven
Every build ships with an evaluation suite, so quality is measured rather than asserted.
Deployed your way
Your cloud account, VPC or on-premise — including open-weight models where data cannot leave.
Source-code handover
You receive the code and the documentation. No lock-in to us to keep it running.
Human in the loop
Approval gates and review queues wherever an automated mistake would be costly.
Working in one of these sectors?
Every sector has its own constraints. Tell us yours and we will show you what a realistic first AI project looks like within them.