The Formal Verification Layer for Enterprise AI.
Manazo Labs builds formally verified AI infrastructure for enterprise LLM deployment. Our platform has formally verified 44 machine-checked theorems with zero unresolved assumptions. From this foundation we build AI infrastructure products that do not exist anywhere else — because the mathematics required to build them does not exist anywhere else.
The dominant paradigms of machine intelligence have reached their limits. Healthcare cannot afford hallucination. Finance cannot tolerate opacity. Critical infrastructure cannot accept probably correct as a standard. This is not an incremental improvement on existing AI. This is a different foundation entirely.
Status: Live — API available. Two-week free trial on production workloads. No payment required.
The formally verified inference layer for enterprise LLM deployment. Certus sits between your application and your LLM, compresses input within a mathematically bounded envelope, and produces a formal certificate on every operation backed by machine-checked Lean 4 theorems.
Key metrics: 38–45% token reduction on standard workloads. 60–70% token reduction on long-context workloads. 2–3× effective context window extension. 100% reasoning chain integrity across all compression levels. 4.92/5.00 source confusion resistance across 50 trials on a 72B production model.
Pricing: 25% of verified monthly token savings. No savings, no charge. Enterprise annual contracts available.
Compatible with any transformer-based LLM: OpenAI, Anthropic, Google, Llama, Qwen, Mistral, and proprietary internal models.
View Certus product page | Certus FAQ
Status: Launching — early access available.
The protocol layer for multi-agent AI pipelines. Applies formally verified compression at every agent boundary, conditions each compression on the receiving agent's task, and produces a cryptographically linked certificate chain across the entire pipeline.
Validated across 1,500 trials on 250 documents on a 72B production model: 100% fact survival and 100% quality at 5-hop depth, where standard approaches lose 71% of critical facts. 53% token reduction across 5 hops with zero quality sacrifice.
Request early access to Certus Agent
Status: Live — production deployed.
Zero-knowledge billing and verification for enterprise AI infrastructure. Billing computed entirely from encrypted mathematical parameters. Prompt content never transmitted to Manazo Labs. Supports air-gap deployments.
Status: Available — enterprise deployment.
Formally verified compression inside your infrastructure. Your content never leaves. Runs the full Certus compression pipeline locally. Three-layer privacy architecture. AES-256-GCM encryption. Air-gap mode for classified and sovereign environments.
One platform. Formally verified. Continuously compounding. 44 machine-checked theorems, zero unresolved assumptions. Four products live or launching. The mathematics required to discover these products took two decades of work across applied mathematics, quantitative finance, medical science, and mathematical physics. It cannot be replicated by hiring or funding.
Learn about what we're building
Manazo Labs builds for high-assurance civilian and industrial deployment. Our technology will never be used for autonomous weapons systems, kinetic or cyber warfare, mass surveillance, or social control applications — regardless of customer, contract value, or jurisdiction. The Founder maintains a permanent Sovereign Veto. These are not policies. They are properties of the system.
Enterprise inquiries, partnership discussions, and research collaboration: Contact Manazo Labs
Complete single-document site content (all pages, all FAQ answers, full product details, full technical glossary) is available at: https://www.manazo-labs.com/llms-full.txt
Page index: https://www.manazo-labs.com/llms.txt