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 (And How to Break It Free)
Most AI projects fail not because the technology doesn't work, but because they were never designed to go beyond a demo. The path from pilot to real, everyday use takes deliberate planning that most firms never talk about. Here's the approach we use.
Sagar Verma
Founder & CEO · Mar 15, 2025
RAG vs. Fine-Tuning: Choosing the Right Approach for Your Business
Both RAG and fine-tuning adapt AI models to your business, but they solve different problems. RAG grounds a model in your own, up-to-date information. Fine-tuning shapes how a model behaves and writes. Using the wrong one is expensive. Here's how to choose.
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
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