RM570432 - Microsoft Copilot Studio: Self-learning for Copilot Studio Agents

Microsoft 365 Roadmap

Summary

Soon agents can help makers improve agents using lessons from completed runs. It will identify repeated tool sequences that can be handled by workflows to standardize agent behavior, minimize errors, and most importantly control costs. Makers will be presented with recommendations and supporting evidence, expected impact, and the related instruction and tool changes. Makers accept recommendations, configure, test, and publish a refined copy of the agent. This helps improve agent output quality and controls costs while preserving work that requires model judgment and keeping makers in control.

Published

Sep 30, 2026

Status

In development

Release

General Availability
Preview

Platforms

Web

Service

Microsoft Copilot Studio

Tag

In development
General Availability
Preview
Worldwide (Standard Multi-Tenant)

Cloud

Worldwide (Standard Multi-Tenant)

Description

Soon agents can help makers improve agents using lessons from completed runs. It will identify repeated tool sequences that can be handled by workflows to standardize agent behavior, minimize errors, and most importantly control costs. Makers will be presented with recommendations and supporting evidence, expected impact, and the related instruction and tool changes. Makers accept recommendations, configure, test, and publish a refined copy of the agent. This helps improve agent output quality and controls costs while preserving work that requires model judgment and keeping makers in control.

GA date: October CY2026

Preview date: September CY2026