Blog
Tips, guides, and insights about document analysis and AI tools.
Legal AI Accuracy Claims: How to Read Them Like a Skeptic
Vendor decks promise 50% faster contract review with no method behind the number. Here's how to pressure-test legal AI accuracy claims before you sign.
OCR Errors: When Scanned Contracts Break AI Review
OCR errors quietly corrupt scanned contracts before AI summarization ever runs. Here's how bad scans break document review, and the five checks that catch them.
Contract Comparison: Why Identical Versions Aren't Equal
Near-identical contracts often create completely different obligations. A practical guide to version comparison, redline triage, and the changes a flat diff never shows.
The AI Productivity Myth: Faster Isn't the Same as Done
I logged 212 "hours saved" by AI in six months and finished fewer outcomes than the year before. Here's what I got wrong about measuring AI productivity.
What a Tenant Lawyer Found in My Lease in 20 Minutes
I paid a tenant lawyer $250 to read the lease I'd skimmed. She circled nine clauses in 20 minutes, and six were hiding real money.
Why Every AI Tool Should Say 'I Don't Know' More Often
AI document tools that answer every question confidently can steer you wrong. Here's how to demand abstention, use confidence scores, and build a verification loop.
Which Document Review Method Actually Finds Real Risk?
Discover how thematic analysis, content analysis, and clause-level review differ, why each misses hidden risks, and how to combine them with AI for smarter contract review.
How a 15% Price Hike Taught Me to Compare Contracts
Learn how comparing contracts against previous versions can reveal hidden price hikes, reduced liability caps, and silent trap lines that most readers miss.
WeWork's S-1: When Document Analysis Misses Red Flags
WeWork's S-1 was full of red flags that careful document analysis would have caught. Learn the analyst's framework and three techniques you can apply to any contract today.
The 4 Questions That Unlock Any Document
Learn the classic four-question framework for analyzing any document, and how AI tools like TLDR fit into each step, without replacing your judgment.
Win Better Deals: Read Contracts for What's Missing
Start winning negotiations before you speak. Learn to read contracts for missed signals, hidden use, and the one-sided terms that change everything.
What Documents Don't Say: The Hidden Value of Silences in Contracts and Policies
What a document doesn't say is often more important than what it does. Learn how to spot document silences in contracts, policies, and leases to avoid hidden risks.
The Document Analysis Trap: Why Experts Miss 40% of Key Insights
Experts miss up to 40% of key details in documents due to cognitive biases and lack of structured analysis. Learn how to escape the trap with AI-powered frameworks.
Why Lawyers Are Wrong About AI: 5 Myths That Cost You Billable Hours
Five common myths about AI document analysis that are costing lawyers time and money, and the truth behind each one.
The AI Document Trap: Why Speed Without Structure Costs You
AI document summaries are fast, but without structured extraction of numbers, quotes, and entities, you're missing critical details. Learn how to avoid costly mistakes.
Why Privacy Policies Are Not Consent: 7 Myths to Stop Believing
Privacy policies aren't consent, they're disclaimers. Discover 7 common myths and learn how to read policies like a pro using document analysis techniques.
The Contract Reading Habit That Costs Professionals $1,200 an Hour
Most professionals waste hours reading contracts inefficiently. Here's a six-step system to cut reading time by 70% while catching more risks.
Why Document Analysis Needs a Skeptic's Mindset
Documents are designed to appear trustworthy, but that's exactly why they're dangerous. Learn to read with a skeptic's mindset and spot the traps others miss.
The Freelancer's Contract Blind Spot: Why Unlimited Revisions Are Costing You Thousands
Unlimited revisions in freelance contracts are costing you time, money, and sanity. Learn how to spot the red flags, negotiate better terms, and use AI document analysis to protect your business.
Why Document Analysis Is the Hidden Skill Behind Smarter Decisions
Document analysis is a life skill that helps you spot hidden clauses, bias, and omissions in contracts, privacy policies, and leases. Learn a practical 7-step workflow you can use today.