Happy Thursday.
Quick question: do you know how many of the documents sitting in your lending queue right now are fraudulent? New data puts it at 1 in 16.
This week we get into what's driving that number, where credit unions are getting hit hardest, and what the ones stopping it actually changed.
TRENDING AI NEWS FOR CU
The NCUA comment deadline you probably missed closes this Sunday
Most CU leaders caught the June 22 date. This one didn't get the same coverage. The NCUA's tenth round of deregulation proposals specifically covers bank conversions and mergers, including the plain-language and formatting requirements that help member-owners understand what they're voting on when a conversion is proposed. The comment window closes Sunday, May 11, at 11:59 p.m. Eastern.
Why it matters for your CU: If your leadership wants a voice in whether member disclosure protections stay intact, Sunday is the deadline. Go to the NCUA deregulation project page and submit before midnight.
AI governance starts with a data map. Most CUs don’t have one.
Before any AI model goes live, your institution needs to know exactly how data moves across internal and third-party systems. Without it, you're building compliance exposure into the foundation before a single model runs. Velera's SVP of payments made this case plain in a recent industry publication; institutions that skipped this step describe it as the mistake they wish they had caught earlier.
Why it matters for your CU: Examiners are starting to ask where your data map is. Build it before you need it, not after you're asked.
PenFed calls itself an “agentic enterprise” after Q1 results
PenFed Credit Union reported Q1 2026 earnings on April 30, with membership demand up and credit quality improving. Their CEO credited the credit union's AI-driven partnership with Salesforce, directly calling it central to hyper-personalization and a unified banking experience across all channels. He described PenFed's goal as "being an agentic enterprise.
Why it matters for your CU: When one of the largest federal credit unions in the country uses Q1 earnings to talk about agentic AI as a growth driver, not just a technology experiment, the conversation has shifted. Your board will hear this language soon if they haven't already.
DEEP DIVE
1 in 16 documents your members submit shows signs of fraud
That number comes from Inscribe's 2026 State of Document Fraud Report, which is built on millions of documents from banks, credit unions, and lenders. AI-generated document fraud grew nearly 5x between April and December 2025. Credit unions are among the hardest hit.
Most of it costs fraudsters less than $10. Pre-made templates from online marketplaces, cleaned up with generative AI. A fake bank statement now takes minutes and often looks cleaner than one a real member submits.
Jen Lamont, BSA Compliance Officer and Fraud Manager at America's Credit Union, said it plainly:
"One fraud situation can be a 45-minute conversation, an hour-long conversation. If I don't have some automation on the back end, how am I supposed to give my undivided attention to our members?"
The CUs that moved ahead of this shifted routine document checks to automated review, so analysts handle only what requires human judgment. According to the Inscribe report, BCU prevented $5.6 million in losses in nine months. Logix FCU stopped $3 million in eight. Kinecta cut review time by 99%.
The review process at most credit unions was built for a fraud environment that no longer exists.
Three things to do this week:
Pull your last 90 days of fraud incidents by document type. Most teams assume risk is spread evenly. It usually isn't.
Ask your fraud team how long a routine document review takes. More than a few minutes per file is an automation case that pays for itself.
Before your next vendor conversation on fraud, ask how they detect AI-edited documents, not just AI-generated ones. That's where most tools fall short.
FROM MULTIMODAL
Navy Federal's head of digital has a prediction. It's worth hearing
Meghan Gound: SVP, Digital at Navy Federal Credit Union
Navy Federal launched online banking in the late 1990s because deployed members had no other way to bank. Meghan Gound, who leads digital there today across 15 million members, thinks banking is moving from transactional to conversational, and the institutions that build the infrastructure underneath that experience now won't need 25 years to get there.
Ankur sat down with Meghan this week on Main Street AI. Watch the short.
Data point this week
55%
of federally insured credit unions ended 2025 with fewer members than a year earlier, even as total system membership reached 144.7 million.
Source: NCUA Q4 2025 Quarterly U.S. Map Review
ONE QUESTION FOR YOU
How is your team currently handling document review, manual, automated, or somewhere in between?
Hit reply, and I’ll catch you in the next edition.
