Sorted by the job, not the marketing.
Vendors describe themselves as platforms. Firms buy them for a task: finding the law, drafting the document, checking the contract, reviewing the disclosure, opening the matter, or answering questions against the file. Categories follow the task.
Legal research
Research, citation and analysis tools. Judged mainly on whether a citation can be verified before it reaches a client.
4 reviewed →Drafting & writing
Tools that write or revise text inside a matter, including Word-integrated assistants.
4 reviewed →Contracts & CLM
Review, negotiation, comparison and lifecycle tools for transactional work.
7 reviewed →eDiscovery & disclosure
Review platforms and assisted review, where the audit trail is already a professional norm.
4 reviewed →Intake, KYC & AML
Onboarding automation. Scored hardest on one question: does a human verification record survive the workflow?
2 reviewed →Firm copilots
Firm-wide assistants and DMS-native tools, where the permissions model is the product.
3 reviewed →