BMI2 · Round Rock, Texas
AI that has to prove it.
One patent-pending evidence engine. One product family built on top of it. Every answer arrives with the evidence attached — or it doesn't arrive at all.
Contract engineering
Experience behind the evidence.
I’m Tarik Riley. I bring more than 20 years in telecommunications, systems integration, and automation to domain-specific AI development—with governance, security, evaluation, observability, and monitoring built into the process.
The core engine
One patent-pending evidence architecture, four kinds of answers.
Every BMI2 product is built on the same engine: capture the evidence, ground the reasoning in it, and refuse the answer if the evidence doesn't support it. The pattern is deterministic, reproducible, and covered by a filed U.S. provisional patent application.
The same architecture supports four kinds of answers — and it's designed to expand into other verticals without changing that core rule.
Patent pending
TestPulse Evidence Architecture
The product family
Three pillars. Same rule everywhere.
TestPulse is the introductory flagship — the network-diagnosis product where the evidence engine was proven. The same engine powers agentic workflows in regulated back-office domains and an operating surface for the AI itself.
Engineering
TestPulse — the flagship.
Evidence-first AAA diagnosis. Runs on your machine, points at your own RADIUS or TACACS+ server, refuses to answer past the wire evidence. The proving ground for the patent engine.
Available now
Engineering overview →Agentic Workflows
Fiduciary and A&R.
Governed AI coworkers for regulated back-office work — capital-investment underwriting (Fiduciary), music-industry artist development (A&R). Same evidence rule; every consequential step signed by a human.
Fiduciary in private preview · A&R in planning
Workflow overview →AIM
Operating the AI itself.
Agentic Integrated Management. FCAPS discipline — Fault, Configuration, Accounting, Performance, Security — applied to the persona and its workflows, not just to hosts and switches. Plus Business & Risk Assurance: an AI risk register mapped to the NIST AI RMF, with control evidence, incidents and release decisions — kept separate from operational health.
Coming soon
AIM overview →Start here
Start with the flagship.
TestPulse Pro is a Python package that runs entirely on your machine. Download it, point it at your own lab, see what it finds — and what it refuses to guess.
"Although he spent years in quality assurance, he is at heart a platform engineer with unusual range."
"He finds them and then he builds the thing that fixes them."
— From the CEO, UpstartCyber