About FinAI Atlas
We're building a community where finance professionals share how they actually use AI.
Most AI content is either vendor marketing or generic tips. We're different. Here, working analysts, portfolio managers, and researchers share real workflows, honest results, and practical applications they use every day.
Our Vision
Democratize AI for finance by making it practical, not theoretical. We believe the best way to learn is from peers who are solving the same problems you face.
Who We Are
Curated and managed by Lean Research, an investment research firm at the forefront of AI adoption. We're not just writing about AI - we're using it daily in professional research. This platform is our way of sharing what we've learned and learning from the community.
What You'll Find Here
Real use cases from real professionals. No sponsored content. No AI hype. Just honest experiences from people using AI tools for equity research, financial modeling, due diligence, and analysis.
Whether you're screening companies, analyzing earnings calls, or building models - you'll find workflows that work.
