Business2026-04-02
Pricing agent infrastructure without killing adoption
Why usage caps, overages, and self-hosted licensing need different control planes.
AI infrastructure products often fail because packaging is too vague for startups and too weak for enterprise buyers.
The right split is simple: cloud plans for speed, self-hosted licensing for control, and separate billing schema versions for durable contracts.
That is why Engramia separates app versioning, API contract versioning, and pricing catalog versioning instead of overloading one version string for everything.