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Chart 2. Capability rising while active parameter counts hold a narrow band. Grey dots are total parameters, coloured dots are active. That second number has barely moved in two years while capability climbed steeply. It is the main reason good models became affordable. One caveat. This saves compute, not memory. All 2.8 trillion parameters still have to sit somewhere, so the cost shifts rather than disappearing.

Microsoft Copilot is changing how work gets done. Every day, employees use Microsoft 365 Copilot Chat to summarize meetings, generate documents, analyze data, draft communications, answer questions, and accelerate decisions across Microsoft 365. As organizations embed AI into everyday workflows, the amount of business information being created through Microsoft 365 Copilot continues to grow. Volume is only part of the story. The real shift is the business value of what these interactions contain.

Every major technology shift creates new advantages. It also creates a new category of risk. Cloud scaled infrastructure globally. SaaS changed how applications were delivered and operated. Mobile brought work everywhere. AI creates a new workforce. Enterprises are now embedding agents directly into the core of their operations.

Key Takeaways: AI-driven autonomous systems introduce new security risks by acting at machine speed, requiring updated resilience strategies. Traditional backup and recovery methods fall short as AI actions can corrupt data and workflows before detection. Effective AI resilience relies on four pillars: Recover, Govern, Defend,  and Accelerate to manage AI workspace ecosystems and threats.

AI has evolved beyond being a productivity layer and has become an operational layer for the enterprise. Across cloud infrastructure, SaaS applications, development environments, business workflows, and decision-making processes, AI agents and copilots access data, invoke APIs, modify workflows, generate business content, and execute actions across interconnected systems — at machine speed. That shift creates an enormous opportunity.

Recognized in the Leaders Quadrant Based on Completeness of Vision and Ability to Execute. Powered by Dru MetaGraph, we believe that our fully managed, cloud-native platform brings backup, disaster recovery, and cyber resilience together in one global control plane without hardware to manage.

Business Driver Shield your data from evolving threats and ensure business continuity with automated, intelligent recovery solutions. Insider's Guide to Defending Against Ransomware Ransomware attacks are on the rise, and the stakes for your organization have never been higher. Protect your business by understanding the risks, minimizing vulnerabilities, and implementing a proactive ransomware recovery plan.

End-to-End Data Security for Your End Users Secure productivity data across SaaS applications – including Microsoft 365, Microsoft Power BI, and Google Workspace — from a single platform. Identity resilience starts with behavioral insights. Achieve total cyber resilience across Okta, Entra ID, and Active Directory. Endpoints Protect business-critical data on laptops and desktops to ensure compliance, cyber resilience, and fast recovery. Protect the heartbeat of your business operations.

AI agents move at machine speed and traditional resilience can't keep up. With Druva, understand what changed and restore clean data with speed and confidence. AI agents move at machine speed, and so do AI-powered attacks. With Druva, adopt AI with confidence knowing your data and recovery foundation are built to keep pace. Backup was built for a world before AI. That world is over. AI doesn't just change productivity. It changes what can go wrong, how fast it happens, and what you need to recover.

AI agents move at machine speed and traditional resilience can't keep up. With Druva, understand what changed and restore clean data with speed and confidence. AI moves at machine speed. So should your resilience. AI agents move at machine speed, and so do AI-powered attacks. With Druva, adopt AI with confidence knowing your data and recovery foundation are built to keep pace. Backup was built for a world before AI. That world is over. AI doesn't just change productivity.