# Give your teams persistent organizational memory with LearningMachine

> Teams can accumulate and persist knowledge over time, improving their responses and decisions across sessions and runs.

- Published: 2026-02-17
- Author: Agno Team
- Category: Changelog
- Canonical: https://agno-com-nine.vercel.app/articles/learningmachine-now-available-for-teams-not-just-individual-agents
- Markdown: https://agno-com-nine.vercel.app/articles/learningmachine-now-available-for-teams-not-just-individual-agents.md

Teams can accumulate and persist knowledge over time, improving their responses and decisions across sessions and runs.

This brings organizational learning to multi-agent systems. Teams retain context about goals, constraints, policies, and past outcomes, leading to better performance and consistency as usage scales.

Details:

- Teams now support LearningMachine for persistent knowledge retention
- Learned knowledge persists across sessions and is shared among team members
- Enables continuous improvement without manual re-prompting or context injection

Who this is for: Organizations running long-lived multi-agent teams that benefit from accumulated context, such as customer support, internal operations, or advisory systems.

[View the Learning Machines docs.](https://docs.agno.com/learning/stores/intro)