01BUILD
AI product engineering
Production architecture for agentic applications, retrieval, tool use, model routing, durable workflows, and the integrations that make them useful.
Booking select Q4 engagements
Engineering intelligence.Securing agency.
We design, attack, evaluate, and ship consequential AI systems for leaders who need more than a convincing prototype.
INDEPENDENT AI LAB + ADVISORYDENVER · WORKING GLOBALLY
01 THE PREMISE
Agency changes
the risk model.
When software can plan, choose tools, spend resources, and act on someone’s behalf, every abstraction becomes a trust boundary. We help teams make those boundaries explicit, testable, and resilient.
How we work02 CAPABILITIES
Four ways into the problem.
02ATTACK / DEFEND
AI security
Threat modeling, adversarial testing, red teaming, permissions, control design, and operational defenses for systems that reason and act.
03PROVE
Evals & reliability
Curated datasets, scenario evaluations, deterministic and LLM judges, failure taxonomies, regression gates, and measurable improvement loops.
04LEAD
Technical advisory
Architecture direction, build-vs-buy decisions, platform strategy, executive counsel, and hands-on enablement for senior teams.
03 FIELD WORK
OPEN-SOURCE SECURITY RESEARCHExploitHunter
A local-first offensive-security and agent-evaluation lab for studying how models discover, validate, and communicate findings across long-running attack workflows.
412M+evaluated tokens
173model profiles
4,835evaluation rows
- Deterministic and LLM judges
- Trajectory, evidence, cost, and tool telemetry
- Reproducible regression gates