The AI thinking we
can't keep to ourselves
Strategy frameworks, technical deep dives, and honest industry analysis from practitioners who build AI for a living.
Why Your AI Pilot Is Stuck in Purgatory (And How to Break It Free)
Most enterprise AI initiatives fail not because the technology doesn't work — but because they're never designed to scale. The path from pilot to production requires deliberate architecture that most consulting firms never talk about. Here's the framework we use.
Sagar Verma
Founder & CEO · Mar 15, 2025
RAG vs. Fine-Tuning: Choosing the Right LLM Strategy for Enterprise
Both RAG and fine-tuning adapt foundation models to your domain — but they solve fundamentally different problems. RAG grounds models in real-time, proprietary information. Fine-tuning shapes model behavior and style. Using the wrong approach is expensive. Here's the decision framework.
Sagar Verma
Founder & CEO
The AI ROI Framework: How to Calculate Real Business Value Before You Build
Before you write a single line of AI code, you should be able to model the economic outcome. Most organizations skip this step and end up with technically impressive systems that justify themselves vaguely. Here's the framework for building the business case.
Sagar Verma
Founder & CEO
Never miss an insight
Get our latest AI analysis and insights delivered to your inbox every Tuesday.
No spam. Unsubscribe anytime.