Fraud Impersonation AI, Unsupervised AI, and Discovering Impersonations AI
Overview
Buyer
Place of Performance
NAICS
PSC
Set Aside
Original Source
Timeline
Qualification Details
Fit reasons
- NAICS alignment with historical contract wins in similar service areas.
- Scope strongly matches core technical capabilities and delivery model.
Risks
- Past performance thresholds may require one additional teaming partner.
- Potential clarification needed on staffing minimums before bid/no-bid.
Next steps
Validate eligibility requirements, assign capture owner, and schedule partner outreach to confirm teaming strategy before submission planning.
Quick Summary
The U.S. Patent and Trademark Office (USPTO) is conducting market research through a Request for Information (RFI) for advanced Artificial Intelligence (AI) and Machine Learning (ML) solutions. The RFI, titled "Fraud Impersonation AI, Unsupervised AI, and Discovering Impersonations AI," seeks vendor capabilities to address critical challenges in fraud detection, data verification, and impersonation prevention. This is Stage One of a multi-staged market research process. Responses are due by Monday, May 4, 2026, at 12 Noon EST.
Purpose & Scope
This RFI aims to identify potential vendors for three key areas:
- Fraud Identification, Suppression and Defeat: Automating the monitoring of USPTO.gov accounts for anomalous filing behavior, identifying high-risk applications, validating attorney credentials, and detecting fraudulent credit card transactions.
- Unsupervised AI: Uncovering "Bad Law": Verifying the accuracy of AI-generated trademark submissions, including case law citations, summaries, and publicly available facts, and detecting AI-generated specimens of use.
- Discovering Impersonations: Developing a tool to allow customers to auto-validate communications purportedly from the USPTO to combat impersonation scams.
This RFI is for market research only and does not constitute a solicitation or commitment to a contract. Failure to respond to this initial stage may exclude vendors from future stages and potential alternative competition.
Vendor Requirements & Submission
Vendors must be FedRAMP certified or actively pursuing certification, with proof required in their submission. Responses should include a Corporate Overview, Prior and Current Corporate Experience, Corporate Capabilities and Approaches, and Cost information as detailed in the RFI's questionnaires (Sections VI and VIII).
Key Dates & Contact
- Questions Due: Monday, April 20, 2026, 12 Noon EST
- Responses Due: Monday, May 4, 2026, 12 Noon EST
- Submission Method: Electronically via email to Alan Elder (alan.elder@uspto.gov) and Bradley Beers (bradley.beers@uspto.gov).
- Contract Type: Request for Information (RFI) / Sources Sought
- Set-Aside: None specified (market research stage)
- Published: April 8, 2026