About VeriOps
We build the determinism layer your AI agent needs to be trustworthy in production.
The problem
Roughly seventy percent of an AI agent's tool calls are tasks the model shouldn't be doing in the first place: validating an email, parsing a CIDR block, deciding if a JWT is well-formed, checking if a string is a valid Bitcoin address. The model burns tokens, sometimes hallucinates the answer, and your bill grows.
The other thirty percent — the genuinely creative work — is where you actually want the model. VeriOps splits these two cleanly so each side does what it's good at.
What we do
VeriOps ships a hosted catalog of 1,300+ signed deterministic tools — validators, parsers, grammars, secret detectors, format checkers — that an agent can call directly via one MCP config line. Each tool is a tiny finite-state machine, pushdown automaton, or Turing machine that has been proven correct against a reference oracle. It runs in microseconds, costs nothing, and returns a cryptographically signed receipt so you can audit every call later.
Cross-validation against a Python reference: 100.0000% match-rateon 755 regex artifacts. Schism Hunter (our differential attestation tool) found 5 CVE-class IPv4 parser divergences in 380 milliseconds. 17 of 17 end-to-end test layers green, including live stress against Anthropic Claude Opus.
What we believe
Cryptographic, not promised
Receipts are Ed25519-signed and Bitcoin-anchored. Trust comes from math, not from a SOC 2 PDF.
Drop-in or nothing
Adoption is one config line. Removing us is one delete. Lock-in is for vendors that can't earn the renewal.
Real numbers, in public
Every claim on this site has a reproducible measurement behind it. We publish negative results too.
Who we are
VeriOps is a product of Clouthier Simulation Labs, founded by Kyle Clouthier in Canada. We started in 2026 after watching enterprise teams pay six-figure monthly bills to large language models for work that, deep down, should have been a regular expression.
We are intentionally small, technical, and shipping. No demo-ware, no "coming soon" product page. Everything described on this site is live in production today.