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IMPACT: Protecting Al and apps from advanced cyber threats requires comprehensive security across multiple environments, stretching limited resources and possibly creating vulnerabilities. SOLUTION: Use cloud-native security and threat detection to help safeguard workloads.

With comprehensive security in place, your teams are freer to explore new opportunities without compromising the safety of your systems and data.

In addition to colocation, another critical step in preparing for Al is ensuring it will be used responsibly. By taking a human-centred approach to Al, you can help ensure that the systems you create benefit people while mitigating potential harms, fostering a culture of trust around Al. This is achieved through research-driven best practices that prioritise human well-being. Human-centred Al focuses on building solutions that serve society and consider people at every stage of the development process – from initial design to deployment. Moreover, Al systems should be designed to perform as intended for users under diverse conditions, ensuring that they remain effective even when facing adversarial threats. Microsoft created the Responsible Al Standard to provide businesses and organisations with a comprehensive framework for promoting fairness, reliability and safety, privacy and security, inclusiveness, transparency and accountability in their Al strategies. Learn more

an average of 36% compared to the leading cloud provider with Azure Hybrid Benefit, or up to 76% savings for those with Linux subscriptions.

Infuse apps with advanced Al capabilities: Use powerful language models to build intelligent applications, automate tasks and gain insights from data with Azure OpenAl Service. Enhance productivity with an Al-driven companion: Streamline operations, improve decision-making and boost overall efficiency with real-time assistance from Copilot.

With Microsoft Defender for Cloud, you can streamline your security management and gain advanced threat protection across cloud environments. Using intelligent threat detection and continuous monitoring, your teams can spot vulnerabilities early, allowing them to take proactive steps to secure your systems. This not only helps keep your data safe but also supports the integration of Al innovations within your business. When you have robust security measures in place, you can deploy Al-driven processes knowing that your sensitive data and applications are protected from emerging threats. Additionally, Microsoft Sentinel helps you strengthen your security operations with Al-powered analytics. Sentinel uses Al to analyse large amounts of data, recognise patterns and predict potential attacks, helping you stay ahead of cyber threats. This is especially critical when scaling Al innovations, as it ensures that your Al applications and the underlying infrastructure remain secure as you explore and iterate new opportunities.

Protect data from unauthorised access, safeguard credentials and adhere to strict regulations with Azure role-based access control and identity access management. Remediate potential threats in real time with intelligent advanced threat detection and use built-in security controls like T-SQL, authentication, networking and key management to enable multilayered protection. Plus, get the most comprehensive compliance coverage of any cloud database service.

IMPACT: Older systems and databases struggle to adapt to the varying levels of data processing and storage required by Al and machine learning, leading to either over-provisioning or underutilising of resources. SOLUTION: Use solutions that can grow and adapt to Al needs without incurring unnecessary costs.

with flexible consumption models like Azure Reserved Virtual Machine Instances, Spot Virtual Machines and Azure savings plan for compute.