In-house legal now reviews every AI tool the business buys. A practical framework for fast, consistent AI vendor reviews that the business won't route around.

Nobody voted on it. It just happened. Marketing wants an AI copy tool. Sales wants an AI note-taker. HR wants AI screening. Engineering wants AI coding assistants. Finance wants AI forecasting. And every single one of them needs someone to answer:
That someone is you. Industry watchers are saying it plainly this month: in-house counsel now influences software choices across procurement, privacy, HR, finance, product, and security. Tech lawyers quoted by Law.com in September made a related point: involving legal early in product design is a recipe for success. The same is true for buying.
If legal only shows up at signature, legal becomes the reason the deal is late. If legal shows up at selection, legal becomes the reason the deal is safe.
Here's the danger. If every AI request takes six weeks and three rounds of questions, the business will do what businesses always do: use the free version, expense it on a credit card, and ask forgiveness later. Now you have shadow AI, no contract, and data flowing into consumer tools. That's a worse outcome than a quick, imperfect review.
The goal isn't to review everything perfectly. It's to review everything consistently and quickly enough that people come to you.
Not every AI tool deserves the same scrutiny. A simple three-tier model works for most departments:
Put your AI vendor questionnaire where the business can see it. When requesters know the questions in advance, they show up with answers.
Maintain an approved AI tool list with permitted use cases. Every tool on it is one less review.
Route every software request through one intake workflow that captures the risk tier questions up front. You'll triage in minutes instead of chasing context over email.
Standardize your AI addendum: no training on your data, data residency, deletion on termination, output ownership, security incident notice, and an audit right. Boring is fast. Fast is good. A clause library keeps everyone using the same language.
If you want to prove legal is an enabler, track it:
Legal didn't ask to become the software gatekeeper, but the role is a genuine opportunity. A department that makes AI buying safe and fast earns a seat much earlier in every business conversation. Start with tiers, a published questionnaire, and a single front door. Then explore the legal infrastructure tools on CorporateLegal.tech that help you run the gate without drowning in email.