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Agentic Chat Release Notes

Release Date: 14 May 2026


Agentic Chat

Agentic Chat now thinks out loud giving you full visibility into how your Matter AI is working to answer your question; step by step, in real time. Rather than waiting for a final response and wondering how it was reached, you can now watch the reasoning process unfold: from question analysis and targeted research, through document retrieval, to the final written answer. You can see exactly which documents were retrieved, which queries were run, and how many sources were considered before an answer was composed. Every step is labelled, timestamped with a completion status, and fully collapsible so you stay in control of the interface.

Benefits:

  • Builds confidence in AI-generated answers by making the reasoning process fully visible

  • Speeds up complex legal analysis by running multiple targeted queries in parallel and surfacing the most relevant documents automatically

  • Supports compliance and audit readiness by providing a transparent, reviewable record of how each answer was produced

  • Eliminates the black-box problem. You always know whether an answer is grounded in your documents or drawn from general reasoning

What it does for the user:

  • Analyses your question and confirms understanding before beginning research so the agent is always solving the right problem

  • Runs multiple targeted search queries across your matter’s files simultaneously, displaying each query string as it executes

  • Fetches and ranks relevant documents, showing how many were retrieved and surfacing the most important ones

  • Displays live step-by-step status for each action - Analysing, Researching, Searching, Fetching, Writing - each marked Complete as it finishes

  • Writes the final answer only after all retrieval steps are complete, ensuring the response is grounded in your actual documents


How to select Agentic Chat in Matter AI:

Open Matter AI.

Select your chat method.

Type your query in Matter AI.

The AI will respond using the method you selected.


How to select Agentic Chat in Matter AI for Word:

Open a Prompt from LEAP or Matter AI for Word.

If you ran a prompt, let the prompt complete.

Select your chat method.

Type your query in the Ask me anything box to run follow-up queries on your prompt.

This only affects follow-up chats and does not change how the original prompt runs.

The AI will respond using the method you selected.

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