Inside Universal
AI Product Development
From idea to product. MVP, SaaS, portals, dashboards, APIs.
I build software products end to end: multi-tenant data model with real isolation, authentication, billing, admin, APIs, AI where it earns its place, tests that gate every deploy. Cloudflare-native, so a product costs nothing to run until it has customers.
What a session here ships
ONE SESSION · 10h- MVPs and SaaS products
- Internal software and client portals
- Dashboards and admin systems
- AI applications and marketplaces
- APIs and platforms
Where it applies
Startups · Agencies · Health · Real estate · Fintech · Operations
Proof
Facts, not promises.
- A lab-results explainer live in production with GDPR art. 9 consent by design
- An AI business machine with row-level tenant isolation and 500+ tests
- A portfolio control plane auditing 51 projects daily
Systems
What a session in this area can ship
- Agencies · firms · clinicsClient PortalDocuments, requests, reports, invoices — one login, per client.Open →
- Founders · agencies turning services into softwareAI SaaSMulti-tenant, billed, tested, running on the edge from day one.Open →
- Two-sided businessesMarketplaceSupply, demand, matching, payments, trust — built to take a fee.Open →
- Businesses that outgrew spreadsheetsCustom CRMYour process, not a vendor's. With AI on every record.Open →
Related proof
Where it already runs
FAQ
Frequently asked
How fast can an MVP be live?
A scoped MVP with auth, one core flow, admin and analytics typically ships in 3–6 weeks. Speed comes from reusing proven modules, not from cutting tests.
Start
Start Universal
€2,000 a month · 4 focused sessions · one active at a time. This area is included.