Confusion has begun Computer Counseling. It’s an agency AI system built for law enforcement teams. The product extends Perplexity Computer, the company’s LLM-agnostic agent system. Now available for Perplexity Enterprise and Max subscribers.
Lawyers lose hours in administrative work. The Counseling computer is directed to work directly. About 75% of lawyers cite administrative tasks as the biggest time challenge, a Thomson Reuters poll found. The story is mostly about construction. An orchestration layer connected to the tools lawyers already use.
The TL;DR
- Perplexity launched Computer for Counsel on June 24, 2026, for Enterprise and Max subscribers.
- Delivers 20+ frontier AI models for each subtask, without lock-in to a single vendor.
- Premium sources include Midpage (lawsuit + citator), Deel, and LegalZoom; 400+ tools connect with MCP.
- All output links back to its source, so lawyers verify each citation before use.
- It is a workflow layer, not a replacement for Westlaw; the legal review still depends on Midpage.
What is Computer Advice?
It is not a new legal research website. Confusion is clearly not trying to replace Westlaw, LexisNexis, or Bloomberg Law. Instead, it sits as a research, framework, and workflow layer. That layer results in an open web, robust systems, and specialized legal sources.
Mechanics have agency. The system divides the formal activity into sub-activities. It moves each subtask to the model and data source. It then compiles the results into a brief summary, memo, or agreement. All output is connected to your source. Lawyers confirm quotes seconds before they go into the client’s work. Judgment and strategy rest with the lawyer.
Multi-Model Orchestration Framework
The computer is powered by 20+ AI models. It automatically selects the best model for each subtask. Research, thinking, and contract work can each use a different model. Confusion maintains a modern pool model with continuous testing. For legal teams, this removes the pressure of betting on a single AI vendor.
Connectors work with the Model Context Protocol (MCP). MCP is an open standard for connecting AI systems with external tools and data. Administrators can also install custom MCP connectors for internal systems.
Data Layer: Sources and Connectors
Premium legal sources support answers. The connector range includes research, contracts, and document management.
| Source / Connector | Kind of | What it offers | Access to startup |
|---|---|---|---|
| Middle page | Legal research | US case law (federal + state appellate), statutes, regulations, citator to check whether case is still good law | Not included for all computer users; open with @midpage |
| Del | Compliance data | Labor classification, EOR rules, immigration, cross-border payments in 150+ countries | Free, limited |
| LegalZoom | Contract templates | Customer agreements, work contracts, NDAs with template flow | Limited, coming soon, exclusive to Perplexity |
| Document | Contracts / signatures | Agreement history and automated contract workflow | Available |
| NetDocuments / Box | Document management | Protect file systems and graph legal content | Available |
| DeepJudge | Intelligence agency | The basis results from the previous work of the company and the positions accepted | Available |
| Clio (Vincent) | Legal research | Answers cited in all 1B+ legal sources in 100+ areas | Coming soon |
| Carta / Ironclad | Equity / contract | Cap tables, 409A data; AI contract database search | Carta is available; Ironclad is coming soon |
App Connectors also access Microsoft 365, Google Workspace, and 400+ other tools. Within Microsoft 365, Computer writes drafts in Word and downloads files from SharePoint. Identifies context from Outlook or Groups conversations.
How Law Firms Use It
The three current workflows show the agent pattern in action:
- Third party NDA entry: Computer reviews third-party NDAs for red flags. Fill in the details of the business and the signer. Prepares clean copies. Submits them for approval and signature with Docusign.
- Controlled monitoring: Computer generated shared dashboard of US state privacy laws and adtech laws. It shows which states have applicable laws. Cites Midpage for relevant cases.
- Case study with citation review: Computer investigates antitrust practices after FTC ban 2024. Summarizes important cases and flags unresolved ones. Exports a PDF with citations.