Category
Practice management AI
Operator notes, not a ranking. Compare what each vendor actually sells, then open the official site.
| Company | Job | Fit | Official site |
|---|---|---|---|
| Clio Work | Cited research and first drafts on Clio Library, with optional Clio Manage write-back. | Small and mid-size litigation or transactional firms that want matter-file analysis and cited research in one workspace. Strongest when the firm already runs Clio Manage or Clio Grow and wants write-back instead of a separate research login. Also fits a firm that will upload documents and use Work on its own. | Clio Work |
| Filevine AI | LOIS reads and writes Filevine matters. Research and Word are separate add-ons. | Litigation and plaintiff firms, including personal injury, that already run Filevine as the system of record and want AI to read and write the matter file. Strongest on LOIS Advanced or Expert, where Console and Word sit on those projects, and on Expert, where MedChron does too. A team that only wants cited research and drafting, with no case file, can use the LOIS Explore trial instead of buying the platform. | Filevine AI |
| iManage | Legal document and email management with AI features on the DMS. | Firms and departments where the document estate is the institutional asset and governance is non-negotiable, and which now want AI tools reading that content without stepping outside access controls or ethical walls. | iManage |
| NetDocuments | Cloud legal DMS for matters and email. ndMAX reads that file, not a research seat. | Law firms and in-house legal teams that need a governed document estate rather than a shared drive, and that want AI to read and extract inside the same permissions and ethical walls. Fits offices on Microsoft 365 that file email to the matter and already run a separate system for intake, time, and billing. A small office can use it when compliance or a cloud-only file is the reason, not when the only pain is slow email saving in SharePoint. | NetDocuments |
| Lawmatics | Legal CRM that scores leads and books consults before the matter hits a CMS. | Consumer-facing firms in personal injury, family, immigration, estate planning, bankruptcy, or criminal defense that already spend on ads or referrals and already keep the file in Clio, Filevine, MyCase, Smokeball, or a similar case system. Premium is the tier with marketing automation, source ROI, and advanced conflict checking. Merlin fits firms that will still review scores and can hold outbound messages for a person to approve. | Lawmatics |
| Smokeball | People-law practice system: matters, Word filing, billing, and Archie. | Solo and small firms in family, personal injury, probate, criminal, real estate, or general practice that already work in Microsoft Word and Outlook and want the matter file, forms, and invoices in one system. Hourly or hybrid billing on Prosper+ is where AutoTime is included. Family firms can add FamilyPro for property-division math. | Smokeball |