Insights
Agentic AI Insights
Perspectives on agentic AI, Model Context Protocol, enterprise transformation, and the operating models behind production AI systems.
"HIPAA Compliant" Is a Claim No Consultancy Can Make
"HIPAA compliant" on a vendor's website is a tell, not a credential. Here is what the phrase actually means, and how privacy officers should read it.
Your AI Pilot Didn't Fail. It Failed Compliance Review.
Most enterprise AI pilots don't fail on the model. They fail compliance review. Here is why, and how to design for the person who says no.
What Is Agentic AI? A Practical Guide for Enterprise Leaders
Agentic AI is a new class of AI system that plans, acts, and self-corrects across multi-step workflows. Here's what enterprise leaders need to know, and what to build first.
How MCP (Model Context Protocol) Is Changing AI Integration
Model Context Protocol standardizes how AI systems connect to tools and data. Here's what it is, why it matters for enterprise integration, and how to adopt it.
Agentic AI vs. Traditional RPA: When to Use What
Agentic AI is not a universal replacement for RPA. Here's a practical framework for choosing between them, and why the right answer is often both.
Building an AI Operating Model: A Step-by-Step Framework
Most enterprises have an AI strategy. Very few have an AI operating model. Here's a step-by-step framework for building one that actually lasts.
The CFO's Guide to Agentic AI ROI
How to model the return on agentic AI investments the way a CFO actually evaluates capital, with unit economics, payback, and risk-adjusted returns.
Frequently Asked Questions
About the Fintechy Insights blog, our authors, and how to stay updated.
We write about agentic AI, Model Context Protocol, enterprise AI transformation, AI operating models, production engineering patterns, business cases and ROI, and industry-specific use cases across Finance, Healthcare, and Retail. Every post is written by Fintechy engineers with direct client experience.
Posts are authored by Fintechy's engineering and leadership team, including Anand Murugan (CEO), Swathika Kandan (Principal AI Engineer), and Leela Shankar Veeramani (Director of Operations), based on work from live client engagements.
We publish new insights on an approximately weekly cadence. Topics follow what we see happening in client engagements and the broader AI landscape, not a content calendar.
A newsletter is coming soon. In the meantime, follow Fintechy on LinkedIn for new post announcements, or check back weekly, all insights are free and indexed for search.
Yes, with attribution. We encourage citing our insights in research, internal strategy documents, and published work, link back to the original post and credit Fintechy as the source.