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Machine Mind blog

"Machine Mind" is our guide to AI for fraud fighters and risk detectives. Check out our posts below to learn how LLMs, AI Agents, and Inscribe are changing the fraud fighting landscape!

Industry Thoughts

1 in 16 documents flagged as fraudulent: Inside our 2026 report

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Machine Mind blog

1 in 16 documents flagged as fraudulent: Inside our 2026 report

Inscribe and Taktile partner to embed document fraud detection into decision workflows

Why high-risk applicants slip through and how custom transaction insights can stop them

2026 fraud trends: AI volume, synthetic IDs, post-origination shifts

Two sides of the truth: Inside and outside the document

Top 5 types of document fraud in 2025

From forgeries to deepfakes: Document fraud in the age of generative AI

The next wave of AI-generated document fraud

LLMs are powering the next leap in parsing

Love Con Revenge: What fraud leaders can learn from Netflix’s romance scam docuseries

How to reduce customer drop-off with automated document collection

Fintech 2030: Envisioning an AI workforce for risk teams

What are fraudsters searching for? How SEO data reveals document fraud tactics

How LLMs boosted our bank statement parsing coverage by up to 5x

12 common red flags in loan underwriting for application fraud

Stay ahead of AI attacks with these LLM-powered fraud features

How Chief Risk Officers are guiding the responsible adoption of AI

Inside Inscribe: What's New in May 2025

2025 is the year of AI Agents in financial services

Celebrating Women in Fraud Prevention

This receipt was made by AI — can you tell?

Inside Inscribe: What's New in April 2025

How Inscribe uses generative AI to improve document classification and fraud detection (in any language)

Inside Inscribe: What's New in March 2025

Introducing the applicant-level fraud view: A holistic approach to fraud detection

Inside Inscribe, featuring the 2025 Document Fraud Report

Inside Inscribe: What's New in January 2025

Get a Clearer Picture of Financial Activity Transaction Signals

5 design principles I revisited while teaching university students

Inside Inscribe: What's New in December 2024

Unwrapping 2024: A look back at LLM-powered innovations from Inscribe

Inside Inscribe: What's New in November 2024

Watch out for these top document fraud trends in 2023 (infographic)

How to effectively fight increasing fraud attempts (tips from experts)

Inside Inscribe: What's New in October 2024

How Inscribe uses LLMs to reduce false positives & improve document automation

How we build for speed, accuracy, and customer ROI

How to address the biggest pain facing fintechs right now

How Inscribe detects fraudulent customers

Why your credit losses might be due to fraud (and what to do about it)

How to future-proof your risk management strategy (advice and tips)

How to identify fake loan documents automatically

Inscribe listed on AIFintech 100 & SaaS Awards

35+ fintech companies hiring right now

Inside Inscribe: What's New in September 2024

Streamline onboarding with new document verification features

Inside Inscribe: What's new in August 2024

When does it make sense to use an LLM?

The critical role of AI-powered fraud detection during onboarding and underwriting

20+ fascinating AI agents and co-pilots for business

Death by 1,000 tabs? Meet our AI Fraud Analyst that summarizes everything in just 1

Benford's Law: An empirical finding & its applications in risk

“Robot Rock” and 40+ other songs in our AI Agent playlist

Why we made “Know Your Customer” a company value

Introducing AI Risk Agents from Inscribe

Beyond SaaS: Models-as-a-Service (MaaS)

Tips from risk experts from Airbase & Rapid Finance: Fighting fraud with less in 2024

How LLMs deployed as AI Agents are going to transform knowledge work

How to prepare for the age of GenAI-enabled fraud

How Inscribe’s document parsing helps underwriters reduce application abuse

8 fraud risks to watch out for in 2024 from Ramp & Frank on Fraud

Top takeaways from the 2024 Document Fraud Report

Inside Inscribe: What's New in January 2024

The importance of categorized data in financial analysis

3 strategies to fight fierce fraud tactics in 2024 from Bill.com & BHG Financial

Top 5 five risk-reducing features launched this year

4 fraud risks to know for 2024 (according to experts from Bill.com & BHG Financial)

Inside Inscribe: November 2023 product updates

How we continuously update our fraud detectors

The future of lending is cashflow insights — Inscribe can get you there

How to prevent first-party fraud: nine recommended steps from experts

Why you should join a startup

11 must-know fraud statistics for 2023

6 important criteria for evaluating fraud detection tools

How marketplaces can stay compliant with the INFORM Consumers Act

How mortgage lenders can reduce fraud and loan defaults

How to combat the high cost of tenant fraud using AI income verification

Collect sensitive documents securely

5 best practices for getting the most ROI from Inscribe