Awesome AI for Business

A curated list of the best resources about AI strategy, implementation, and practical applications for business leaders.

Inspired by awesome lists. Maintained by Rework.

AI is no longer a future technology. It's a present competitive advantage. But the gap between organizations that use AI as an efficiency tool and those that use it to fundamentally rethink their business models is widening fast. These resources will help you think clearly about AI strategy, avoid common traps, and build AI capabilities that actually move the needle.

Contents

Articles

Books

Videos & Talks

Tools & Software

  • Microsoft 365 Copilot - AI assistant embedded across Word, Excel, PowerPoint, Teams, and Outlook for enterprise teams.
  • Google Workspace AI - AI features across Gmail, Docs, Sheets, and Meet for Google-based organizations.
  • Claude for Business (Anthropic) - Anthropic's AI assistant with strong reasoning, long context, and enterprise security options.
  • ChatGPT Enterprise - OpenAI's enterprise offering with data privacy, advanced analytics, and custom GPT deployment.
  • GitHub Copilot - AI coding assistant that significantly accelerates software development across engineering teams.
  • Notion AI - AI writing and knowledge management features built into Notion workspaces.
  • Perplexity Pro - AI-powered research assistant for executives who need fast, cited answers.
  • Glean - Enterprise AI search that connects across all your organization's tools and documents.

Templates & Frameworks

Case Studies & Real-World Examples

  • JPMorgan Chase - Deployed its COIN (Contract Intelligence) system to review commercial loan agreements, a task that previously required 360,000 hours of lawyer and loan officer time annually. COIN completed the same work in seconds while reducing errors, demonstrating how AI applied to a specific, well-defined legal workflow delivers measurable ROI without replacing the entire workforce. Source

  • GitHub Copilot - A controlled study by GitHub found developers using Copilot completed coding tasks 55% faster than those working without it. The productivity gains were largest for repetitive and boilerplate-heavy tasks, validating the "AI as junior pair programmer" model and helping GitHub cross one million paid subscribers within a year of launch. Source

  • Walmart - Built AI-powered supply chain systems that analyze demand signals, weather patterns, and supplier data to optimize inventory across more than 10,000 stores. The system reduced out-of-stock incidents and overstocking simultaneously, contributing to supply chain cost savings Walmart attributes partly to what it calls its AI-driven "supply chain renaissance." Source

  • Stitch Fix - Built its entire business model around algorithmic styling, using machine learning to match clothing recommendations to individual customer profiles while human stylists add judgment the algorithm can't replicate. This hybrid model — AI handles scale, humans handle nuance — contributed to Stitch Fix reaching $2 billion in annual revenue and becoming a widely cited example of AI-native business design. Source

  • Google's internal AI deployment - Google's DeepMind team applied AI to optimize cooling in Google data centers, reducing the energy used for cooling by 40%. This represents one of the clearest documented examples of AI delivering operational ROI in a physical infrastructure context — not a software product, but cooling equipment management. Source

  • Duolingo - Adopted a "Duolingo Max" AI strategy powered by GPT-4, enabling personalized conversation practice and mistake explanation at scale that was previously impossible with human tutors. Within months of launch, Duolingo reported that AI-powered features drove meaningful increases in paid subscriber retention — a direct business outcome from AI product investment. Source

Communities & Newsletters

  • a16z AI Newsletter - Andreessen Horowitz's analysis of AI trends, funding patterns, and enterprise AI adoption.
  • One Useful Thing by Ethan Mollick - The most practical Substack newsletter on using AI at work, written by a Wharton professor.
  • The Rundown AI - Daily AI news and tool discoveries, focused on business applications and executive relevance.

Rework Resources

Contributing

Know a great AI for business resource we've missed? Let us know.

Last updated: March 2026. Links verified. Covers AI strategy, adoption, governance, and practical tools for business leaders and executives.