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Presence & RecognitionEvent: September 4, 2026

Liminal hosted an interview with Doug Aley, CEO of Paravision, on the Friday Five to discuss AI-generated attacks and identity technology partners.

Published

Signal category

Presence & Recognition

Quote

We get back to the conversation with Doug Aley, CEO at Paravision, on the Friday Five to reflect on why the pace of AI-generated attacks is reshaping what buyers should expect from their identity technology partners.

Liminal team

Company

Liminal

Verified market intelligence to validate strategy, win competitive deals, and move faster than the market.

Industry
Software Development
Location
New York, US
Company size
76 employees

Liminal is the actionable intelligence company. In an era where enterprises are racing to deploy AI but discovering that generic models hallucinate in high-stakes environments, Liminal has built the verified alternative — using Grounded Context Engineering to power a proprietary Living Graph that maps the real-time decision logic of the Identity, Fraud, and Cybersecurity markets. Trusted by Visa, Mastercard, Google, JPMC, and the world's leading platforms in digital identity, Liminal provides the structured, expert-verified intelligence that both human leaders and AI systems need to operate without guesswork.

Founded 2022

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