Lightweight AI Apps,
End-to-End
One clear AI use case, delivered as a shippable, billable, iterable product. From design to launch measured in weeks, not quarters.
Micro-SaaS scale — small, fast, monetisable.
From idea to live
01
Product scoping
Frame your idea into an MVP scope — which features must ship v1, which can wait for v2, which won't ship at all.
02
Design + build
UX wireframes, API design, model selection, full-stack build, CI/CD setup — all included. Week-long sprints, demo every Friday.
03
Deploy + operate
No hand-off after launch — monitoring, version management, security, performance tuning, user feedback handling. We keep running it, or hand over clean.
Full-stack delivery — not PoC
01
Scenario first
We start from the business problem, not the technology. Scenario definition and value ranking come before model selection. No use case, no project.
02
Production delivery
Nothing stops at a PoC slide. Every engagement lands as a production deployment in your stack — with monitoring, rollback, and continuous tuning.
03
Model-neutral
We don't lock you to a single model or vendor. Commercial / open-source picked per use case, mix-and-match where it helps — to avoid lock-in and single-vendor risk.
Got an AI idea?
Bring the idea over for a chat. 30 minutes, and we'll tell you: can we build it, how long it takes, what it costs.