Verify or refuse
An independent deterministic recompute confirms the number, or it’s refused. You get the figure and the proof — never a guess.
⚡ Live engine temporarily offline — showing cached results.
Early access — build the verified engine with us.
We're working with a small group of teams who care about data they can prove. No commitment — just an honest conversation about what you need.
Apply for early access →Connect, ask, verify — or refuse.
The verification spine is the product. Every answer passes a deterministic independent recompute — or refuses with a reason. No detect-and-hope, no silent pass.
Connect
Point Octonoc at your data — on-prem, in your VPC. The tentacle induces the schema and double-verifies the logic against a held-out oracle.
Ask
Ask a KPI in plain English or Spanish. The semantic resolver grounds it to a governed metric definition — or refuses if it’s ambiguous.
Verify or refuse
An independent deterministic recompute confirms the number, or it’s refused. You get the figure and the proof — never a guess.
Verified analytics with no text-to-SQL hallucinations.
It will tell you when it doesn’t know — instead of guessing.
Proof on every number
Click “show the derivation” on any figure: the recompute, the source rows, the audit hash — in mono, always inspectable.
On-prem, sovereign
Your data never leaves your servers. We can’t see it. Neither can the model vendor. Verified memory runs locally.
Ink — verified memory
It remembers your governed definitions, mappings and every refusal — a permanent, auditable record. Memory never is the number; the number is always recomputed.
Now it verifies the code your AI writes.
One engine, three domains — your numbers, your security logs, and the code a frontier model just wrote. Same promise: independently proven with math, or refused with the exact input that breaks it. Never the model’s say-so.
Proven, not trusted
Execution-differential against an independent oracle, property / metamorphic checks, and SMT where it’s decidable. The model’s output is evidence; the verdict is math.
It refuses — with a counterexample
When the code is wrong you get the concrete input that breaks it; when it can’t be proven, it refuses rather than bless. No silent pass.
Drop-in for coding agents
Any frontier agent calls one endpoint or MCP tool with code plus a spec and gets back a verdict it can defend — independent of the model that wrote the code.
The same verify-or-refuse engine also runs on your security logs — trustworthy counts and rates over real intrusion data, refusing what it can’t confirm. Verified security analytics →
One verify-or-refuse engine. Three production verticals.
The moat is deterministic verification, not generation — and it compounds with every verified win. Every claim below is real.
Verify-or-refuse engine
Every number is independently re-derived from your own data and shown with proof. If it can't be verified, it refuses — no hallucination can pass. On-prem; data never leaves your VPC.
OctoPattern — verified code that compounds
Not just verified BI — a verifier-gated pattern + autonomous-code engine. It researches state-of-the-art patterns, writes a machine-checkable spec, generates code, and keeps it only if it passes three deterministic gates: pattern-conformance, spec-conformance, correctness. What it can't prove, it refuses. Generation is commodity; the verifier and the compounding library are the moat.
research → spec → generate → verify → refuse-on-fail → compound
Verticals on the engine
Verified analytics (BI) · accounting rule-pack · insurance rule-pack. Auditable, explainable decisions — EU AI Act tailwind. Same engine, three domains.
NVIDIA Inception member · built to self-host on NIMNVIDIA and the NVIDIA Inception Program are trademarks and/or registered trademarks of NVIDIA Corporation.
Your data never leaves your VPC.
Row-level tenant isolation, a signed append-only audit ledger, argon2id + OAuth 2.1. We’re confident enough to run our own most sensitive numbers on it.