What Most Small Firms Get Wrong About AI Review
The biggest mistake is thinking it’s a magic button. It’s not. The second biggest mistake is being so scared of it you stick to manual review, bleeding hours your clients don’t want to pay for. These tools are powerful classifiers. They find things. They compare text against your pre-approved clauses. They don’t exercise legal judgment. You are still the lawyer. Thinking an AI will catch a nuanced, context-specific issue unique to your client’s situation is how you commit malpractice. But thinking you’re better off having a tired human scan for the Limitation of Liability clause for the 500th time is just bad business. The goal is augmentation, not abdication. It’s a first-pass machine, freeing you up for the high-level strategic advice the client actually pays you for. This is the core of effective practice automation for a modern firm.
The Verdict: A Look at Three Realistic Options
I’ve tested a bunch of these. Most are either overhyped consumer toys or built for Big Law firms with budgets the size of a small country. Here are three that are actually relevant to a firm with fewer than 10 attorneys. This is our view on the best AI for contract review based on real-world use.
Spellbook: This is my current favorite for day-to-day work. It lives inside Microsoft Word, which is where I’m already working. Its strength is less about pure review and more about drafting and analysis. It can review for aggressive terms, suggest alternative clauses, and even summarize an entire document’s key points. My concrete love: the “Auto-draft” feature. I highlighted a paragraph about indemnification, and it suggested three alternative versions based on different levels of risk. It felt like having a senior associate looking over my shoulder. It’s not a full-blown contract review platform, but for solo and small firms who want to work faster inside the tools they already use (and it integrates with case management software like Clio, which is a big plus), it’s brilliant. The pricing is per user, which makes sense for small teams.
Kira Systems (now part of Litera): This is the opposite end of the spectrum. Kira is incredibly powerful. It’s designed for massive due diligence projects, like reviewing thousands of documents in an M&A deal. It uses machine learning to identify and extract specific provisions with very high accuracy. But honestly, it’s total overkill for 99% of small firms. My gripe is the entire sales and onboarding process. You can’t just sign up with a credit card. You have to go through demos, get a custom quote, and commit to a significant annual contract. It feels like buying an enterprise software suite (which it is) when all you need is a reliable utility. If you’re doing high-volume, document-intensive work, maybe it makes sense. For everyone else, it’s like buying a freight train to commute to the office.
LawGeex (now part of LegalMation): This one sits in the middle. It’s designed specifically for pre-execution contract review. You upload a contract, and it checks it against a “playbook” of your firm’s approved positions on dozens of clauses. It then returns a redlined Word document with suggestions. It’s very good at what it does, which is standardizing your review process. But the pricing can be a hurdle. Last I checked, plans started around $499/month. I think $499/mo is ridiculous for what you get unless you are processing at least 20 to 30 of the exact same type of contract every single month, like NDAs or SaaS agreements. For a general practice with varied document types, the ROI is much harder to justify.
So, How Does This Actually Work in Practice?
It’s not black magic. You don’t need to understand the complex tech to use it. Here’s the typical workflow for a playbook-based tool.
- Set Up Your Playbook. This is the one-time heavy lift. You and your team decide your standard positions. What’s your maximum liability cap? What are the non-negotiable reps and warranties? You input these rules into the system. This becomes your firm’s institutional knowledge.
- Upload the Document. You drag and drop the counterparty’s Word document or PDF into the platform.
- Let the AI Run. The system scans the document, usually in a few minutes. It identifies clauses and compares them to your playbook rules.
- Review the Report. You get a dashboard showing which clauses comply, which deviate, and which are missing entirely. It’s a high-level risk summary that you can scan in seconds.
- Get the Redlines. This is the best part. The tool spits out a redlined Microsoft Word document. It automatically inserts your preferred language for non-compliant clauses and adds comments explaining the risks. You then take this document, do your final lawyerly review for nuance and context, and send it to the other side.
