Good Question

AI is changing fraud at scale: More fake documents, more synthetic identity attempts, and more “distraction volume” for risk teams. In this episode of The Good Question Podcast, Ronan Burke (CEO & Co-founder, Inscribe) sits down with Laura Speakman (Co-founder & President, Alloy) to break down insights from their latest fraud reports—Alloy’s view across 600+ banks, credit unions, and fintechs, and Inscribe’s lens on document fraud.They cover:+ Why fraud detection is shifting from onboarding to post-origination+ What AI changes most: volume vs sophistication+ Synthetic identity, first-party fraud, and why categorization is getting harder+ Credit unions and regional institutions: why fraud pressure is rising+ What “holistic, multi-layered fraud prevention” actually looks like+ Agentic AI for fraud teams: cutting false positives and speeding investigationsIf you’re in fraud, risk, compliance, or fintech leadership, this is your 2026 briefing.Explore the reports:+ Alloy’s 2026 State of Fraud Report — https://www.alloy.com/reports/fraud-report-2026+ Inscribe’s 2026 State of Document Fraud Report — https://www.inscribe.ai/resources/podcast/fraud-trends-defining-2026?utm_source=youtube&utm_medium=organic+video&utm_campaign=alloy+podcastSubscribe for more conversations on fraud, AI, and trust.#FraudPrevention #AIinFraud #Fintech #DocumentFraud #IdentityVerification #SyntheticIdentity #RiskManagement #Banking #CreditUnions #FraudDetection #AML #KYC #KYB #Compliance #AIAgents

Fraudsters are using AI to look legitimate: polished websites, convincing call scripts, and AI-generated documents are becoming the norm.
In this episode of Good Question, Inscribe CEO Ronan Burke sits down with Anurag Puranik, Chief Risk Officer at Coast, to discuss how fraud strategies must evolve in the AI age.
They cover:
Why traditional fraud signals are breaking down

The rise of AI-generated and templated document fraud

How Coast catches fraud at onboarding—not after

Moving from surface checks to document provenance and metadata

Using agentic AI to unify fraud and credit signals

Why human-in-the-loop decisioning still matters for regulated lenders

This conversation is essential listening for fraud, risk, credit, and compliance leaders planning their 2026 strategy.

Subscribe for more conversations on fraud, AI, and trust in financial services, or visit inscribe.ai to learn more!

#FraudPrevention #FraudDetection #AIinFinance #Fintech #RiskManagement #DocumentFraud #CreditRisk #Underwriting #AI #FinancialServices

AI-generated documents, template-based fraud, and look-alike bank statements are scaling faster than ever. In this episode of Good Question, Inscribe CEO Ronan Burke talks with Patrick Lord and Timothy O’Rear from Rapid Finance about how document fraud has changed, why manual review can’t keep up, and how modern underwriting teams are adapting.
Rapid Finance has been underwriting small business loans for more than a decade. They’ve seen fraud evolve from simple formatting issues to highly polished, AI-altered statements that look identical to the real documents. Their team now faces higher volumes, more sophisticated attacks, and fewer obvious signals.
In this conversation, you’ll learn:
• How AI-generated and template-based documents are changing fraud
• The tactics fraudsters use to mimic real bank statements
• Why manual review breaks down at scale
• How Rapid Finance introduced automated, top-of-funnel document screening
• How trust scoring improves consistency across underwriting teams
• The measurable impact on turn times, pull-through, and loss prevention
• What the future of AI adoption in fraud operations will look like
Want to learn more about how Inscribe detects document fraud and accelerates underwriting workflows?

Visit: https://inscribe.ai/?utm_source=podcast&utm_medium=episode&utm_campaign=rapid_finance
Subscribe for more conversations with fraud leaders, risk innovators, and the teams building the future of trust in financial services.

Fraud tactics are evolving faster than ever with the rise of AI. From deepfake documents to romance scams powered by automation, fraudsters are scaling deception in ways that challenge banks, fintechs, and regulators.
In this episode, Brianna Valleskey speaks with Angela Diaz (Discover) and Michael Coomer (BHG Financial) about:
The real impact of AI-generated and AI-edited documents

How scams like romance fraud are becoming more immersive and manipulative

Where financial institutions should focus their AI investments to fight back

Why empathy and foundational controls still matter as much as cutting-edge tech

Listen now to learn how fraud fighters are staying ahead of the curve.

Sam Altman, CEO of OpenAI, recently warned of an impending AI fraud crisis. With generative AI now capable of creating fake documents, videos, and transaction data indistinguishable from reality, what does this mean for risk teams and financial institutions?In this episode of Good Question, host Brianna Valleskey sits down with Ronan Burke (CEO of Inscribe AI) and Conor Burke (CTO of Inscribe AI) to unpack how fraud is evolving in the generative AI era — and why new approaches like fraud reasoning systems could reshape fraud prevention.💡 What you’ll learn in this episode:- Why fraud volume, velocity, and sophistication are increasing with generative AI- How AI-generated documents are bypassing manual review teams- The evolution from supervised ML models → LLMs → agentic fraud reasoning systems- Why documents are the hardest artifacts of trust to defend- A true-crime style story: The “Document Fraudster of the Month” case study👀 Watch the full Good Question podcast series for more insights on fraud, fintech, and AI.🔗 Learn more about Inscribe AI: https://www.inscribe.ai#AI #FraudPrevention #GenerativeAI #Fintech #RiskManagement #documentfraud #bankstatments #genaifraud #aifraud #aifraudcrisis #bankdocuments #deepfakes #deepfakedocuments #goodquestion #inscribeai