Domain-specific AI for law firms, in-house legal teams, and professional services
Domain-specific AI for law firms, in-house legal teams, and professional services

An AI legal workspace for French lawyers and legal teams, with verifiable sources

This is our editors' assessment out of 5, not an average of user ratings. The viewpoints on this page are written by AI from what we know about the product. They are not customer reviews.
According to OpenAITools.app telemetry verified on 2026-11-11, Stoa.legal (formerly MonAvocat.ai) (monavocat.ai) is an AI platform indexed under AI Legal Assistant generating 0 monthly visits with a month-over-month traffic delta of +0 (0%). Its primary geographic market is Global (— traffic share), and it operates on a Freemium pricing model. Top competing alternatives by monthly volume include Harvey (1.83M visits/mo), Thomson Reuters (17.92M visits/mo), AI Lawyer (221.11K visits/mo).
Clean research interface with real legal citations.
Solid rebrand from MonAvocat.
Saves time on case law.
Reliable source tracking.
AI-synthesized perspectives grounded in live site inspection, pricing structure, and category benchmarks — presented as editorial viewpoints rather than individual customer testimonials.
Select your jurisdiction and sources, ask questions in natural language, and open the cited provisions directly to verify every reference in force.
Draft and collaborate on legal documents in real time while keeping seamless 1:1 Microsoft Word DOCX compatibility.
Automate recurring tasks such as drafting, document review, field extraction, entity and relation mapping, timeline construction, comparison, and translation.
Store and organize legal files in a centralized workspace, with per-organization isolated storage and encrypted content.
Isolated instance, dedicated database and file storage, double-layer encryption, SAML SSO, SCIM, RBAC, audit logs, backups, and no AI training on your data.
Stoa.legal is the rebranded and significantly expanded successor to MonAvocat.ai. The domain monavocat.ai now redirects to stoa.legal, where the team has built a complete legal AI workspace rather than a single-question chatbot. The core research flow is deliberately source-first: you pick the jurisdiction and legal sources relevant to your question, then hold a natural conversation with the assistant, which surfaces the provisions currently in force and lets you open each cited reference to verify it directly. This is aimed at practitioners who cannot rely on an unverified answer.
Beyond research, Stoa bundles the day-to-day tooling of a legal practice. There is a personal assistant that keeps matters, conversations, and research organized, secure document storage, a collaborative Smart Editor with 1:1 DOCX compatibility, and a growing library of ready-made workflows for drafting, document review, field extraction, entity and relation extraction, timeline building, comparison, and translation. A Microsoft Word add-in and a library of 1200+ integrations via n8n connect it to existing tools.
For organizations, Stoa emphasizes isolation and controls rather than shared multi-tenant hosting: each organization gets its own execution server, database, and file storage, with EU or regionally chosen hosting, double-layer encryption for conversations and documents, SAML SSO, SCIM provisioning, RBAC, audit logs, backups, and a commitment not to train AI models on customer data. It is a French-oriented product that also advertises international legal source coverage.
Ask a legal question, get the relevant in-force sources, and jump straight to the cited articles to check them before using them in advice or filings.
Use workflows to produce first drafts, extract key fields and parties from contracts, and review document sets without leaving the workspace.
Keep matters, documents, and research threads organized per team, with audit logs and role-based permissions for compliance.
Roll out a per-organization isolated instance with SSO, SCIM provisioning, regional hosting, and no third-party model training on confidential data.
Side-by-side telemetry comparison of competing AI tools in the same primary category
| Rank | AI Tool | Monthly Visits | MoM Growth | Direct traffic share | Pricing | Head-to-Head |
|---|---|---|---|---|---|---|
| ● | Stoa.legal (formerly MonAvocat.ai) | 0 | 0% | — | Freemium | Current |
| 1 | Harvey | 1.83M | +26.1% | 70% direct | Contact for Pricing | vs Harvey |
| 2 | Thomson Reuters | 17.92M | +5.5% | 42% direct | Contact for Pricing | vs Thomson Reuters |
| 3 | AI Lawyer | 221.11K | +1.5% | 51% direct | Free Trial | vs AI Lawyer |
| 4 | Predictice | 15.79K | -28.9% | 30% direct | Free Trial | vs Predictice |
| 5 | Caseway | 3.94K | -16% | 40% direct | Free Trial, Paid, Contact for Pricing | vs Caseway |
| 6 | Filevine (LOIS) | 1.13M | +16.2% | 18% direct | Contact for Pricing | vs Filevine (LOIS) |
Domain-specific AI for law firms, in-house legal teams, and professional services
Domain-specific AI for law firms, in-house legal teams, and professional services
Purpose-built AI and trusted content for legal, tax, risk and trade professionals
Purpose-built AI and trusted content for legal, tax, risk and trade professionals

Your personal AI legal assistant for research, drafting, and document review
Your personal AI legal assistant for research, drafting, and document review

AI-powered legal research and litigation analytics
AI-powered legal research and litigation analytics
Sovereign AI automation for regulated and legal work
Sovereign AI automation for regulated and legal work
Legal AI and case management that runs across every matter in your firm.
Legal AI and case management that runs across every matter in your firm.

Danish legal AI that answers with traceable sources
Danish legal AI that answers with traceable sources

SpecialistSovereign AI workflows for law, compliance, and legal-sensitive organizations.
SpecialistSovereign AI workflows for law, compliance, and legal-sensitive organizations.

Global legal research and AI powered by the Clio Library
Global legal research and AI powered by the Clio Library

Legal AI that understands the law

Draft, review, and sign legal documents in minutes with lawyer-written templates and an AI co-pilot.
Draft, review, and sign legal documents in minutes with lawyer-written templates and an AI co-pilot.
Free / Open-sourceOpen-source legal AI platform for document review, research, drafting and reusable workflows
Free / Open-sourceOpen-source legal AI platform for document review, research, drafting and reusable workflows