{"id":1176048,"date":"2026-07-28T12:09:33","date_gmt":"2026-07-28T19:09:33","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/?post_type=msr-group&p=1176048"},"modified":"2026-07-28T13:00:47","modified_gmt":"2026-07-28T20:00:47","slug":"agentic-innovation","status":"publish","type":"msr-group","link":"https:\/\/www.microsoft.com\/en-us\/research\/group\/agentic-innovation\/","title":{"rendered":"Agentic Innovation"},"content":{"rendered":"
\n\t
\n\t\t
\n\t\t\t\"AI\t\t<\/div>\n\t\t\n\t\t
\n\t\t\t\n\t\t\t
\n\t\t\t\t\n\t\t\t\t
\n\t\t\t\t\t\n\t\t\t\t\t
\n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\n\n

Agentic Innovation<\/h1>\n\n\n\n

Bridging Applied Research with Real-World Systems & Scenarios to define the future of Enterprise Productivity\u200b<\/p>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/section>\n\n\n\n\n\n

Agentic Innovation – Mission Statement<\/h2>\n\n\n\n
\n
\n

<\/p>\n\n\n\n

The M365 Research Agentic Innovation team bridges applied research with real-world systems and scenarios to define the future of enterprise productivity. Our efforts are organized around three strategic domains \u2014 Foundational capabilities for robust agents, Applied agentic systems for the cloud, and the future of agentic AI. We are tackling the core challenges that prevent AI agents from reliably serving knowledge workers at scale. Its research spans persistent memory and context management, reasoning quality through RL-based post-training and evaluation, and systematic robustness via failure diagnosis and hardening. <\/p>\n\n\n\n

With deep product engagements across M365 Copilot, Teams, Copilot Studio, Frontier Tuning, Agent 365, and Azure Foundry, we are collectively driving step-function advances in agent quality, reliability, and efficiency for Microsoft.<\/p>\n\n\n\n

We are barely scratching the surface in terms what is possible when combining cutting-edge algorithmic research and state of the art of AI\/ML techniques. We strongly feel that this multi-faceted approach will help propel our infrastructure and services to adapt to the paradigm shifts and enable it to deliver best in class productivity experiences.<\/p>\n<\/div>\n\n\n\n

\n
\"diagram\"<\/figure>\n<\/div>\n<\/div>\n\n\n\n

Careers<\/strong>: We are always on the lookout for motivated and dedicated candidates for Researcher, PostDoc and Internship positions in our team. If you are interested in doing cutting edge research to make our cloud infrastructure more efficient and reliable, please email<\/a> us your latest CV.<\/p>\n\n\n\n

<\/div>\n\n\n\n
\n\t\n\t
\n\t\t
\n\t\t\t

The Strategic Domains<\/h2>\n\n\n\n
<\/div>\n\n\n\n
\n
\n
\n
\n
\"M365<\/figure>\n<\/div>\n<\/div>\n\n\n\n
\n
\n

Foundational Capabilities for Robust Agents<\/h3>\n\n\n\n

Develop the core building blocks for reliable AI by focusing on long-term memory, principled guardrails, formal validation, robustness frameworks and reinforcement learning to enhance reasoning quality and tool calls.<\/p>\n\n\n\n

<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n

\n
\n
\n
\"M365<\/figure>\n<\/div>\n<\/div>\n\n\n\n
\n
\n

Accelerating Enterprise Productivity<\/h3>\n\n\n\n

Advance enterprise productivity at-scale by adapting and integrating our foundational innovations on context\/knowledge management, reasoning, robustness and synthetic data into real-world Agents used by Knowledge workers, Developers and SREs.<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n

\n
\n
\n
\"M365<\/figure>\n<\/div>\n<\/div>\n\n\n\n
\n
\n

Future of Agentic Intelligence<\/h3>\n\n\n\n
<\/div>\n\n\n\n

Pioneer next-generation AI paradigms such as proactive, cross-modal intelligence, in-context intelligence, self-evolving multi-agent systems, advanced planning, reflection and tool-use paradigms, and new product categories.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\t\t<\/div>\n\t<\/div>\n\n\t<\/div>\n\n\n\n

\n\t\n\t
\n\t\t
\n\t\t\t

Our Research<\/h2>\n\n\n\n
\n\n\n