The AI Transformation 100:
100 Concrete Ideas for Fixing How We Work

100+ enterprise leaders, technologists and researchers share practical strategies for moving AI from experimentation to sustained operational impact
The AI Transformation 100: 100 Concrete Ways to Operationalize AI

By now, every enterprise has experimented with AI. The real work is making it stick.

The AI Transformation 100, developed by Glean and the Work AI Institute, brings together practical ideas from leaders who are deploying AI in production environments, refining governance models and learning what actually scales.

Here’s what you’ll take away:

  • How to operationalize AI with clear ownership and guardrails so agents improve real workflows week over week
  • Ways to align teams around shared data and governance to prevent tool sprawl and duplication
  • Practical approaches for moving from proof of concept to production with structured evaluation and adoption rhythms
  • Methods for measuring impact with metrics that resonate beyond the innovation team

If AI is already part of your stack, this report offers 100 concrete ideas to help you scale it with structure and measurable results.

Presented by

Glean is the Work AI platform that helps everyone work smarter with AI. Glean Assistant gives every employee a powerful enterprise AI assistant that connects to and understands company data via Glean’s Enterprise Graph, and Glean Agents empowers everyone to create, use, and manage AI agents using natural language. Powered by Glean’s search and agentic engine, Glean’s agents automate work across the organization at scale, while ensuring permissions enforcement, full referenceability, governance, and security. With over 100 connectors, LLM choice, APIs for customization, and no need for costly professional services, Glean delivers scalable, turnkey implementation of a complex AI ecosystem on one horizontal platform.

For more information about Glean, please visit www.glean.com