MVP
Test the market.
Build just enough to learn.
Secure & private by default
Ship fast.
Ship secure.
Minimum Viable Secure Product: security and privacy baked in from the first commit, for teams building with AI.
[ Try MVSP Analytics ]In 2026, an MVP is secure.
AI lets anyone ship a product in a weekend. It also lets anyone ship leaked secrets, rotting dependencies and careless data handling just as fast. Speed is no longer the hard part. Trust is.
So the minimum viable product has changed. If it isn't secure and private, it isn't viable. That is MVSP.
- Threat model from commit one
- Safe defaults
- Collect less data
- Secrets stay secret
MVSP
Do it securely.
Same speed, with safe defaults and data minimisation.
MVSP.ai
Now with AI.
The same discipline for AI-assisted development.