We build AI that gives your people time back, cuts the routine from your processes, and grows your margins. Built on your systems and ready for your security review.
Every feature is measured from its first release.
We build the app or the feature in your stack, and judge each release on what your users did.
- Mobile and web apps
- Recommendations and personalization
- In-product AI features
- Search and ranking
- Growth analytics
The routine work clears. The exceptions reach your team.
Documents and requests are read and checked as they arrive, against the records you already keep.
- Document intake and classification
- Exception routing
- Evaluations and regression tests
- Access control and audit logging
- Systems-of-record integration
Answer engines can read, trust and cite your site.
When a buyer asks a model who to use, the answer comes from pages its crawler could read. We make yours one of them.
- Site build or rebuild
- Structured data and schema
- Product feeds for AI shopping
- Crawler and rendering audit
- Citation tracking
Scope, build, run.
What we build pays off once it runs every day, on real work. How we work →
1 · Scope
Before any work starts
A call, then a scope
We talk through the work. You get a written scope with the price to build it and the cost to run it each month, before any work starts.
- A written scope
- The build price
- The monthly run cost
2 · Build
Billed once
A build
We build on your data, behind your access controls, in your repository from the first week.
- Code in your repository
- Evaluations and regression tests
- A runbook
3 · After launch
Billed monthly
Capacity by the month
You rank the list. An engineer works through it in order, billed by the month.
- Your ranked list, worked in order
- One monthly bill
3 · After launch
Monthly retainer
Managed operations
We watch for drift, handle the exceptions and ship the releases, on a monthly retainer. We write the runbook and train your operators.
- Drift caught
- Exceptions handled
- Releases shipped
Where we work.
The work changes by industry. The way we build it doesn’t.
Healthcare
Providers and payers work from documents in every format, and each decision has to hold up when someone else reviews it.
- Providers
- Payers
- Life sciences
- Health technology
- Products
- Patient and member apps
- Systems
- Document intake with an audit trail
- Visibility
- Named when patients ask a model
Finance
The volume is high, the work arrives as documents, and an examiner or a client can ask how each call was made.
- Private equity
- Lending
- Insurance
- Legal
- Accounting
- Products
- Client portals and tools
- Systems
- Decisions an examiner can trace
- Visibility
- Named when a buyer asks which firm
Commerce
You have more products, locations and questions than a team can keep current.
- Retail
- Software
- Hospitality
- Media
- Products
- Recommendations, search and AI features
- Systems
- Support and operations queues
- Visibility
- Product feeds for AI shopping
Industrial
Buildings, sites, fleets and equipment change faster than the systems tracking them.
- Real estate
- Construction
- Energy
- Logistics
- Manufacturing
- Products
- Tenant, field and customer apps
- Systems
- Leases, orders and maintenance records kept current
- Visibility
- Found when a buyer asks who to call
Public
Small teams answer to the public, a board or a funder, and every decision needs a record.
- Government
- Education
- Nonprofits
- Products
- Resident, student and member services
- Systems
- Case and application intake with a record
- Visibility
- Found when people ask a model where to go
Questions.
Does it work with the systems we already have?
Yes. We build on the systems you already run and connect to them directly.
What can you build?
We build AI products, AI systems that clear the routine work, and websites answer engines can read and cite.
How does billing work?
The build is priced before it starts. Capacity and managed operations are billed monthly.
Who owns the work?
You do. You keep everything: the code, the tests and the runbook, in your own environment.