Autodesk (ADSK) signed a collaboration agreement with Amazon Web Services to put Autodesk offerings on AWS Marketplace and connect its design and make tools with AWS cloud and AI services. Autodesk’s share price has fallen 30.8% year to date, its 1 year total shareholder return is down 33.7%, and its 3 year total shareholder return is 7.1%. The business reports revenue of US$7.5b and net income of US$1.5b. The most followed valuation narrative pegs fair value at about $319 per share versus the last close of $198.43, framing today’s price as a sizable discount. Accelerating adoption of cloud-based platforms and ongoing rollout of subscription and SaaS models are increasing recurring revenue and enhancing net margin stability. Risks include lower cost or open source tools reducing Autodesk’s pricing power, or AI competitors pressuring margins.