For Startups

AI-Native from Day One

AI-generated code has 2.74x more security vulnerabilities and 1.7x more bugs—because code is the wrong artifact to generate. AYIOS eliminates generated code entirely. Describe what must be true, the compiler validates it, the runtime enforces it.

The Vibe Coding Problem

Vibe coding gets you to demo fast. But production demands more than a demo. Enterprise customers ask: "How do you ensure your AI behaves correctly?" Due diligence checklists are getting longer.

AI-generated code has measurably more vulnerabilities (2.74x), more issues (1.7x), and developers using AI copilots ship 19% slower when accounting for debugging time. The speed illusion breaks at scale.

AYIOS inverts this: you describe what must be true, the compiler validates it, the runtime enforces it. No generated code to audit. No vulnerabilities to find later.

Vibe Coding vs. Specification-Driven

Generate code, audit laterCompile specs, enforce always
2.74x more vulnerabilitiesPrevented by design
Re-explain context hourlyAI that remembers
Tests are afterthoughtsTests derived from schema
Hope for correctnessProve correctness

Schema to Application

From intent to production-grade application. No code generation. No boilerplate. No drift.

Describe Your Domain

Define entities, relationships, and business rules in a semantic specification. AI agents help translate your intent into formal constraints.

"Users can only withdraw available balance"

Compile & Verify

The compiler validates semantic correctness before anything runs. Type errors, constraint violations, and composition conflicts caught at compile time.

Compiler: 0 errors, 0 warnings

Auto-Generate

One specification produces CRUD operations, business flows, role-adaptive views, and full OpenAPI documentation. Automatically.

Generated: 4 endpoints, 3 views

Deploy & Enforce

Runtime enforcement guarantees every operation satisfies your constraints. Violations return structured data with the full path to the failure.

Runtime: all invariants enforced

Verification as Competitive Moat

Enterprise sales cycles are getting harder. Procurement teams demand evidence that AI systems behave correctly. Competitors without verification lose deals to those who can prove correctness.

AYIOS lets you answer "yes" to verification questions without building a formal methods team. Ship with the same guarantees as companies with 10x your headcount.

When enterprise customers ask how you ensure AI correctness, you'll have an answer they can verify—not documentation, but runtime enforcement they can audit.

  • Win enterprise dealsAnswer verification questions that competitors relying on generated code cannot
  • Ship with confidenceConstraints enforced at runtime, not tested after the fact
  • Build customer trustFull audit trails that prove correct behavior at every operation
  • Future-proof complianceEU AI Act enforcement August 2026. Governance built in, not bolted on.
  • AI that compoundsContext preserved across sessions. Your AI retains institutional knowledge.

Built on Evidence, Not Promises

5,000+
Automated Tests
185K
LOC Production Rust
3
Runtime Surfaces
100K+
Specs in Production

Join the Developer Preview

Preview access available for startups building AI-powered products. Describe your domain. We'll show you the application.