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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Product
How to use configurable transaction and balance insights to detect high-risk applicants
Product
Two sides of the truth: Inside and outside the document
Industry Thoughts
Top 5 types of document fraud in 2025
Industry Thoughts
From forgeries to deepfakes: Document fraud in the age of generative AI
Product
The next wave of AI-generated document fraud
Product
LLMs are powering the next leap in parsing
Industry Thoughts
Love Con Revenge: What fraud leaders can learn from Netflix’s romance scam docuseries
Product
How to reduce customer drop-off with automated document collection
Industry Thoughts
Fintech 2030: Envisioning an AI workforce for risk teams
Industry Thoughts
What are fraudsters searching for? How SEO data reveals document fraud tactics
Product
How LLMs boosted our bank statement parsing coverage by up to 5x
Industry Thoughts
12 common red flags in loan underwriting for application fraud
Product
Stay ahead of AI attacks with these LLM-powered fraud features
Industry Thoughts
How Chief Risk Officers are guiding the responsible adoption of AI
Product
Inside Inscribe: What's New in May 2025
Product
2025 is the year of AI Agents in financial services
Industry Thoughts
Celebrating Women in Fraud Prevention
Product
This receipt was made by AI — can you tell?
Product
Inside Inscribe: What's New in April 2025
Product
How Inscribe uses generative AI to improve document classification and fraud detection (in any language)
Product
Inside Inscribe: What's New in March 2025
Product
Introducing the applicant-level fraud view: A holistic approach to fraud detection
Industry Thoughts
Inside Inscribe, featuring the 2025 Document Fraud Report
Product
Inside Inscribe: What's New in January 2025
Product
Get a Clearer Picture of Financial Activity Transaction Signals
Industry Thoughts
5 design principles I revisited while teaching university students
Product
Inside Inscribe: What's New in December 2024
Product
Unwrapping 2024: A look back at LLM-powered innovations from Inscribe
Product
Inside Inscribe: What's New in November 2024
Industry Thoughts
Watch out for these top document fraud trends in 2023 (infographic)
Industry Thoughts
How to effectively fight increasing fraud attempts (tips from experts)
Product
Inside Inscribe: What's New in October 2024
Product
How Inscribe uses LLMs to reduce false positives & improve document automation
Industry Thoughts
How we build for speed, accuracy, and customer ROI
Industry Thoughts
How to address the biggest pain facing fintechs right now
Product
How Inscribe detects fraudulent customers
Industry Thoughts
Why your credit losses might be due to fraud (and what to do about it)
Industry Thoughts
How to future-proof your risk management strategy (advice and tips)
Industry Thoughts
How to identify fake loan documents automatically
News
Inscribe listed on AIFintech 100 & SaaS Awards
News
35+ fintech companies hiring right now
Product
Inside Inscribe: What's New in September 2024
Product
Streamline onboarding with new document verification features
Product
Inside Inscribe: What's new in August 2024
Product
When does it make sense to use an LLM?
Product
The critical role of AI-powered fraud detection during onboarding and underwriting
Industry Thoughts
20+ fascinating AI agents and co-pilots for business
Product
Death by 1,000 tabs? Meet our AI Fraud Analyst that summarizes everything in just 1
Product
Benford's Law: An empirical finding & its applications in risk
Industry Thoughts
“Robot Rock” and 40+ other songs in our AI Agent playlist
News
Why we made “Know Your Customer” a company value
Product
Introducing AI Risk Agents from Inscribe
Industry Thoughts
Beyond SaaS: Models-as-a-Service (MaaS)
Industry Thoughts
Tips from risk experts from Airbase & Rapid Finance: Fighting fraud with less in 2024
Industry Thoughts
How LLMs deployed as AI Agents are going to transform knowledge work
Industry Thoughts
How to prepare for the age of GenAI-enabled fraud
Product
How Inscribe’s document parsing helps underwriters reduce application abuse
Industry Thoughts
8 fraud risks to watch out for in 2024 from Ramp & Frank on Fraud
News
Top takeaways from the 2024 Document Fraud Report
Product
Inside Inscribe: What's New in January 2024
Product
The importance of categorized data in financial analysis
Industry Thoughts
3 strategies to fight fierce fraud tactics in 2024 from Bill.com & BHG Financial
Product
Top 5 five risk-reducing features launched this year
Industry Thoughts
4 fraud risks to know for 2024 (according to experts from Bill.com & BHG Financial)
Product
Inside Inscribe: November 2023 product updates
Industry Thoughts
How we continuously update our fraud detectors
Product
The future of lending is cashflow insights — Inscribe can get you there
Industry Thoughts
How to prevent first-party fraud: nine recommended steps from experts
Industry Thoughts
Why you should join a startup
Industry Thoughts
11 must-know fraud statistics for 2023
Industry Thoughts
6 important criteria for evaluating fraud detection tools
Industry Thoughts
How marketplaces can stay compliant with the INFORM Consumers Act
Industry Thoughts
How mortgage lenders can reduce fraud and loan defaults
Industry Thoughts
How to combat the high cost of tenant fraud using AI income verification
Product
Collect sensitive documents securely
Industry Thoughts
5 best practices for getting the most ROI from Inscribe
News
Introducing Inscribe’s 2023 Document Fraud Report
Product
Cut application response times in half with new features from Inscribe
News
How we refreshed our company values
Industry Thoughts
7 key fraud trends risk and operations teams should know for 2023
News
Inscribe partners with Lendflow for AI-powered finance fraud detection
Industry Thoughts
15 fintech leaders share advice for your 2024 risk management strategy
Industry Thoughts
How we used customer empathy to build AI fraud detection
Industry Thoughts
Experts explain why manual reviews are impossible to scale
News
Announcing our Series A
Industry Thoughts
How today's smartest underwriters are streamlining their work
Industry Thoughts
2022 trends in document fraud (infographic)
Industry Thoughts
30+ Songs to help you fight fraud (Playlist)
Product
Reduce manual reviews by 54% with Inscribe’s document automation
Industry Thoughts
Learn why fraud detection is essential for protecting revenue
Industry Thoughts
Financial experts explain why fraud's dramatically increased since 2020
Product
5 document fraud detectors every bank, lender, and fintech needs
Industry Thoughts
Thinking of buying document fraud detection software? Read this first
Product
5 new Inscribe features to help you fight fraud in 2022
Industry Thoughts
Managing risk in a recession: Fraud and risk leaders share 4 tips
News
Creating a fair and efficient financial services ecosystem
Industry Thoughts
How to prevent fraud in the wake of SVB
News
Announcing our Series B: We’ve raised $25M to help companies build digital trust with Risk Intelligence

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