For Startups
Formal Guarantees Without the PhD
Ship AI features with enterprise-grade verification. AI agents handle the formalism. You describe what you want. The runtime enforces guarantees.
The Verification Gap
Enterprise customers increasingly require formal verification of AI systems. Due diligence checklists are getting longer. "How do you ensure your AI behaves correctly?" is a question you'll hear in every procurement conversation.
Traditional formal methods require specialized expertise. Hiring verification engineers is expensive and slow. Most startups ship without verification and hope nothing breaks.
AYIOS closes this gap. AI agents do the formal specification work. You describe intent. The runtime enforces guarantees.
Traditional vs. AYIOS
AI-First Formal Verification
Describe what you want. AI agents translate to formal specifications. The runtime enforces guarantees.
Natural Language to Formal Spec
Describe constraints in plain language. AI agents translate your intent into formal specifications that capture the meaning, not just the syntax. No PhD required.
Runtime Enforcement
Specifications execute directly with semantic integrity enforcement. Violations are caught with full context: what failed, why, and the path to the failure.
Bidirectional Tracing
Complete round-trip from spec to execution and back. Debug by inspecting intent, not implementation. Explain to customers exactly what your AI will and won't do.
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 just documentation, but runtime enforcement they can audit.
- Win enterprise deals Answer verification questions that competitors can't
- Reduce support burden Catch violations before they become customer issues
- Build customer trust Provide audit trails that prove correct behavior
- Future-proof compliance Regulatory requirements are expanding—be ready
Add to Your Existing Stack
FFI bindings for Python, TypeScript, and Rust. No rewrite required.
Python
Async bindings with native exception translation. Add verification to your FastAPI or Django app.
from ayios import verify
@verify
async def process(data):
...
TypeScript
Native bindings for Node.js and browser. Type-safe contracts for your Next.js or Express app.
import { semantic } from 'ayios'
const validated = await
semantic.check(input)
Rust
Direct integration with zero-cost abstractions where possible. For performance-critical paths.
use ayios::prelude::*;
#[semantic]
fn transform(x: &Data)
-> Result<Output>
Join the Developer Preview
AYIOS is currently in development. Preview access available for startups building AI-powered products.