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The Spec Blog

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Fraud
Dec 29, 2025

What Fraud Teams Learned in 2025 (And What Needs to Change in 2026)

From agentic AI to honeypots, these were the ideas that reshaped how modern fraud actually works.

Be'Anka Ashaolu

Senior Marketing Manager

Fraud
Nov 24, 2025

The Evolution of Trust & Safety: Moving Upstream in a Downstream World

Trust & Safety is evolving. As teams shrink and abuse grows more sophisticated, downstream response isn’t enough to keep platforms safe or protect users at scale.

Nate Kharrl

Co-Founder & CEO

Fraud
Nov 17, 2025

Turning Signals Into Alignment

Fraud prevention has been framed as an operational discipline. Yet what fraud actually reveals is broader: it shows how customer journeys are breaking and what's needed to fix them.

Shawn Colpitts, CPFPP

Senior Fraud Strategy Manager

Product
Nov 17, 2025

Scaling Product Experiences Without Breaking Trust

For years, fraud prevention sat apart from the customer experience, treated as a safety net rather than part of the design. But that separation no longer holds. In digital products, how you manage trust is how you shape experience.

Meghan Thomas

Product Lead

Fraud
Nov 13, 2025

How Spec Detects AI Agents That Blend in with Real Users

AI agents now shop, test, and transact like customers. Spec reveals their behavior with full-journey detection and identity-aware defense.

Nate Kharrl

Co-Founder & CEO

Fraud
Sep 15, 2025

Part 3: Enhanced Data Accessibility

In Part 2 of his series, Shawn Colpitts breaks down how Spec connects behavior across time and touchpoints to stop abuse before it hits your bottom line.

Shawn Colpitts, CPFPP

Senior Fraud Strategy Manager

Fraud
Sep 3, 2025

[GUIDE] How to Tell Good Bots from Bad Bots

The future of bot detection is intent. Find out what that means for your business.

Be'Anka Ashaolu

Senior Marketing Manager

Fraud
Aug 18, 2025

Agentic AI & The Bot Problem You Can’t See

AI agents are already buying on your platform. Learn why treating them all as bots costs revenue and how you can adapt to win.

Nate Kharrl

Co-Founder & CEO