About — Full Expression AI

Full Expression AI is led by Luis Figueroa, a federal business development and capture leader with 20+ years driving growth across DoD, the Intelligence Community, and civilian agencies — including the Air Force, Navy, Army, Coast Guard, VA, NGA, HHS, FDA, USPS, and Department of State. He currently serves as Director of Government Business Engagement at Source One Spares, leading federal BD for an aviation-parts distributor, and brings that same domain fluency to AI, machine learning, and process automation. His full career record — roles, win rates, and outcomes — is at lufig23.com.

The idea behind Full Expression AI is simple: most AI consultants understand the technology but not how federal BD, capture, proposal, and compliance work actually happens day to day. Full Expression AI starts from the other direction. At Source One Spares, Luis architected and operates a production AI/ML federal BD intelligence platform — a Python/ML data pipeline, a deployed MCP tool server, and a 25-agent automation layer — that ingests daily solicitation data, qualifies opportunities through a two-pass LLM routine, and prices them with a self-calibrating machine-learning model. It replaced a manual screening process capped near 3–4 opportunities a day with an unattended overnight cycle that has triaged 5,800+ solicitations across 75 production runs.

20+ years leading federal business development and capture across DoD, the Intelligence Community, and civilian agencies
225% revenue growth ($6M → $19.5M) and a $250M+ pipeline built across past capture leadership roles
43% historical win rate across capture leadership roles — including a 100% RFP win rate at Source One (RFQ outcomes there sit outside direct capture control)
Architected and operates a production AI/ML federal BD intelligence platform — LLM opportunity qualification, ML price-to-win, and a 25-agent automation layer
M.A., Information Systems Management (Webster University); B.S., Computer Science (University of West Florida); former U.S. Air Force Cyberspace Operations Officer

A note on scope Full Expression AI intentionally does not compete with aviation parts sustainment or distribution work. Engagements focus on adjacent functions — proposal development, BD/capture intelligence, and contract or compliance data workflows — for organizations outside that lane.

Who this is for Govcon and defense-adjacent teams with a real federal pipeline but manual, spreadsheet-driven BD and proposal processes.

How engagements work Deliberately capped roster. You work directly with the practitioner — not a delivery team.

Where to start Most relationships begin with a Readiness Audit — a short, low-risk way to see what's worth automating first.

Built at the intersection of federal BD and applied AI.

Want to talk through your situation?