AI Systems & Enablement Leader
Matt Lane
I build production AI systems and the proof around them. Not demos — platforms, playbooks, and verification layers teams can actually run. Before AI, a decade of warehouse and materials operations, so I design for compliance, fatigue, and real targets.
30% → 99.9%
Inventory accuracy rebuilt
63
Branches running my procedures
20%+
Overtime removed
10 yrs
Operations before the AI work
Selected work
All projects →
The method
I treat LLMs as brilliant but scattered collaborators. Reliability comes from architecture.
Prompt systems, multi-agent orchestration, evaluation, and human-in-the-loop gates. It is a published playbook, not a personal habit — written to be installed across a team.
Read the playbookAlso shipped
The AI Architect's Playbook, vol. 3Published multi-agent patterns and structured prompting protocols, built to install across a team.- Trust ReceiptsCryptographically signed proof pages for founder claims.
- Guardian AIContinuous AI-driven threat detection and protection.
- Skill Builder BuddyGuided workflows for authoring custom agent skills.
- Architect's AideAn architect-level agent that listens, takes notes, and coaches through training.