AI writes the code. It does not give you a repository, an environment per change, authentication, permissions, deployment, monitoring, or a single place where your operating data lives.
VCP · Vibe Coding Platform
So a non-engineer's first day is spent building, not configuring. Every customer starts from the same six-application foundation.
What you never set up
What you start with
Portal, usage metering, data access, authentication, a sample app and the guide.
Initial setup
8 hours
From signature to a working platform your staff can build on.
Time to first application
1 day
Two customers had their first application in production that same day.
Everything after that is yours.
Two layers, not one
The reason we build applications is not the applications. It is that an application your own staff built captures operating data at the source — structured, live and yours. Once that layer exists, agents can read it, propose and act. Without it, “AI for your business” is a demo.
Layer 02 · Decision-making
The productAI Platform — AIP
Agents turn your operating data into decisions and actions — from the smallest daily task to the biggest pricing decision. Three run daily in production today.
Shift agent
Proposes tomorrow's rota against demand and availability.
Pricing agent
Proposes tomorrow's rates at 19:10, every day.
Concierge agent
Answers guest questions from live operating data.
Layer 01 · Data capture
Price of admissionVibe Coding Platform — VCP
Non-engineers build the applications that run daily operations — so operating data is captured at the source, not bolted on afterwards.
Governance
No leading platform makes review, staging and approval the default. We do — because we had to run our own company on it first.
of AI-generated code fails OWASP security tests.
Veracode, 2025
the vulnerability rate in AI co-authored code.
Apiiro, 2025 — 470,000 pull requests
pull requests across five organisations. Every one reviewed and staged before production.
Security & governance
Six things are true of every application on the platform, whether a cleaner built it or we did.
01 · Staging
A staging environment for every change
Every change is exercised in isolation before anyone approves it.
02 · Approval
Review and sign-off are the default
No change — app or agent — reaches production without a person approving it.
03 · Permissions
Role-based access behind shared auth
Every application sits behind the same authentication layer, with per-role access.
04 · Network
Three segregated network tiers
Production, staging and build traffic are separated by design.
05 · Monitoring
Monitoring rules on every production app
Operational alerting is part of the foundation, not an add-on.
06 · Attribution
AI-authored changes are marked at source
Agent-raised proposals are labelled, so reviewers always know what they are approving.
Security programme led from Barcelona.
Five organisations across five industries are on the platform today. Their staff built 72 applications.