Belleau Labs
Back to contracts

AI-Driven Counterfeit Detection and Legacy Parts Identification for Enhanced Military Readiness TACFI

AFWERX · AFWERX TACFI · AFWERX

AI-Readiness Score
18/25
Pathway Speed
5/5
Timeline Realism
3/5
Problem Framing
3/5
AI / ML Fit
4/5
Award + Transition
3/5

Award

$2,000,000
Award ceiling
EMPOWER EQUITY INC
Awardee
Posted August 7, 2025

Description

Leveraging the core-underlying technology of One Click Capture, EMPEQ is proposing a solution that uses machine learning to identify electronic parts through a secure handheld device such as an iPhone, iPad, tablet, or Android. This same technology would use Computer Vision Artificial Intelligence/Machine Learning (“AI”/”ML”) to “see” what part the Warfighter is focusing on. Once the part or component is successfully identified, AI/ML models will be utilized to run virtual tests to see if the part is counterfeit. Also, once identified, utilizing existing government (GSA) and commercially available part libraries, the technology will maintain the capability to provide additional information about the part or component to include country of origin, chain of custody, provide RMA data, lifecycle date, identification of sub-items, Bill of Materials (BOM) risk assessments, place and year of manufacture, suggested life time, warranty information, servicing, and where to order a replacement.

Score Rationale

TACFI is a top-tier modern fast-track instrument giving this a maximum pathway score, and the computer vision + ML counterfeit detection core is genuinely AI-shaped with a plausible real-world data substrate (part images, GSA libraries). Problem framing earns only a 3 because the solicitation reads more like a vendor capability brief than a bounded government problem statement — success criteria, ground-truth data availability, and end-user validation process are all unspecified, and the feature list (BOM risk, chain of custody, warranty, RMA) is sprawling. The $2M ceiling lands in the mid tier with no explicit production transition pathway named beyond the TACFI vehicle itself, holding award/transition to a 3; timeline is unscored due to unknown deadline but rated 3 as TACFI cycles are typically achievable for a focused team.

Source

View original posting
Back to all contracts