Services
AI integration
Assistants, document pipelines, and automation that sit behind your auth and your data — not a demo chatbot.
The constraint
AI is easy to demo and hard to trust. We put models where they reduce work, with logs, fallbacks, and human control.
Who it is for
- Product teams adding AI to an existing app
- Ops teams drowning in documents
- Support orgs that need a first line
What we build
- Product copilots
- RAG over your corpus
- Workflow automation
- Classification and extraction
- Eval and monitoring hooks
Stack
- Python
- Node.js
- PostgreSQL
- AWS
How we work
01
Discovery
We sit with the problem: users, constraints, existing systems, and what “done” actually means.
02
Strategy
Architecture, scope, and a sequence that ships value before it ships theatre.
03
Design
Interfaces and flows that are quiet, legible, and built for the people who will live in them.
04
Build
Clean code, tests, and weekly visibility. You own everything we write.
05
Launch
Deploy, observe, and harden. Stores, domains, analytics, and the boring details that keep nights quiet.
06
Hold
Maintenance, iteration, and productization when a custom system is ready to become a product.
Questions
How long does a first release take?
Most first releases land in 4–12 weeks, depending on scope. We cut to a version that can be used, not a version that only looks finished.
Do we own the code?
Yes. Source, accounts, and infrastructure stay in your name. We are a station, not a lock-in.
Can you work with our existing stack?
Usually yes. We prefer to extend what already holds rather than rewrite it for sport.
Start a conversation
Tell us the job. We will answer with a scope, not a slogan.