Altair, a global leader in computational intelligence, has released an e-book highlighting 100 applications of AI-driven development that demonstrate how artificial intelligence (AI) is transforming the product development cycle across industries.
This e-book is designed as both a reference and a practical guide, enabling organizations to explore proven strategies for digital transformation and AI adoption. With actionable insights on how AI can reduce costs, shorten development timelines, and accelerate innovation, the e-book offers concrete inspiration for launching or scaling AI-powered engineering initiatives.

“AI is no longer optional in product development and engineering — it is essential. Altair has embedded AI across our tools and workflows to make AI capabilities immediately accessible to our customers,” says Sam Mahalingam, Chief Technology Officer at Altair. “The real-world use cases in this e-book show how customers are using AI to boost productivity, tackle their toughest problems, and improve business outcomes. We are proud to provide companies with tools that turn data into strategic advantage.”
The 100 use cases cover a broad range of industries, including automotive, heavy equipment, healthcare, energy, aerospace, defense and more. Each example demonstrates how AI delivers measurable value—whether predicting battery life, optimizing aerodynamic performance, or enabling real-time digital twins.
To explore all 100 AI-driven product development use cases and download the full e-book, visit https://web.altair.com/ai-powered-engineering-use-cases.