Service
AI Web Apps & SaaS MVPs
Ship a real product in weeks, not quarters.
The problem this solves
The idea is clear, the build estimate is six months, and the market will not wait that long for an answer.
We build the smallest version that proves the value: authentication, core workflow, data model, payments if needed, and the AI features that genuinely differentiate it.
Built on a stack you can hire for and extend, with the boring parts — security, backups, monitoring — handled from the start.
What you get
- Product scope and data model
- Working application with auth and payments
- AI features with cost and quality controls
- Monitoring, analytics and documentation
Best for: Founders and operators validating a product idea.
How we do it
The method, in order
- 01
Scope to the core loop
One workflow that delivers the promised value; everything else waits.
- 02
Data and auth foundation
Sensible schema, row-level security, roles and audit trails.
- 03
AI features with guardrails
Retrieval-grounded generation, cost controls, evaluation and fallbacks.
- 04
Launch and instrument
Analytics, error tracking and feedback capture so v2 is informed, not guessed.
Outcomes
What changes for you
- A usable product in front of real users fast
- Technical decisions that survive growth
- Evidence for what to build next
Questions
Straight answers
Do I own the code?
Yes. Your repository, your infrastructure accounts, full handover documentation. No lock-in.
Want ai web apps done properly?
Tell us where you are now and what you need to move. You will get a straight answer on whether this is the right work for you — and what it would take.