TL;DR: MIT’s new State of AI in Business 2025 should be read as a blurry mirror. It reflects real pain points in a handful of enterprises, but it is far from a complete picture of global adoption. The lesson isn’t that “AI doesn’t work,” but that most organizations are still struggling to cross the pilot-to-production … Continue reading The MIT GenAI Report: A Blurry Mirror, Not the State of Enterprise AI
Category: Data Leadership
AI Agent Frameworks: A Product-First Approach to the Problem of Plenty
The hardest part of building an AI agent platform isn't the technical complexity—it's choosing which tools to use when every option seems both perfect and overwhelming. The Ocean of Options Building an AI agent platform today means navigating an unprecedented landscape of choices. The sheer volume of available frameworks, tools, and platforms can quickly overwhelm … Continue reading AI Agent Frameworks: A Product-First Approach to the Problem of Plenty
AI Coding Assistants: Comparing Cursor Vs Windsurf for Healthcare Enterprise Readiness
Read initial Enterprise readiness and security reports for:Cursor: https://harini.blog/2025/05/07/detailed-security-and-enterprise-readiness-report-cursor-ai-ide/Windsurf: https://harini.blog/2025/07/02/windsurf-detailed-enterprise-security-readiness-report/ AI Coding Assistants — Enterprise-Readiness Snapshot for Healthcare Orgs Audience: CISO / VP-Engineering / Head of AIScope: Comparison of Windsurf™ (formerly Codeium) vs Cursor for a U.S. healthcare-regulated environment that handles PHI and must satisfy HIPAA, SOC 2, and (ideally) FedRAMP controls. 1 Executive-level takeaway WindsurfCursorOverall … Continue reading AI Coding Assistants: Comparing Cursor Vs Windsurf for Healthcare Enterprise Readiness
Windsurf : Detailed Enterprise Security & Readiness Report
Prepared for: Enterprise AI Teams and AI/Security Leadership Table of Contents Executive Summary About Windsurf Certifications & Third-Party Assessments Deployment Options & Data Residency End-to-End Data-Flow Anatomy Privacy / Zero-Data-Retention Posture Enterprise Controls & Admin Tooling Full Sub-processor & Model-Provider List Risk Analysis & Recommended Mitigations Adoption Road-map 1 Executive Summary Windsurf (formerly Codeium) offers … Continue reading Windsurf : Detailed Enterprise Security & Readiness Report
Detailed Security and Enterprise Readiness Report: Cursor AI IDE
Prepared for: Enterprise AI Teams and AI/Security Leadership Based on: Publicly available information and Cursor's provided documentation from:https://www.cursor.com/security, https://trust.cursor.com/faq and https://trust.cursor.com/ Table of Contents Executive Summary Introduction to Cursor Core Security Architecture and Practices AI Request Processing and Data Handling Codebase Indexing: Functionality and Security Privacy Mode: Guarantees and Implementation Enterprise-Specific Features and Considerations Potential … Continue reading Detailed Security and Enterprise Readiness Report: Cursor AI IDE
Ship Code 10× Faster: Guide, Don’t Grind—With AI Coding Assistants
1. The Productivity Cliff We’re Ignoring ? In 2025, not pair‑programming with an AI coding companion is like scrolling through Google results page‑by‑page while everyone else fires off one‑sentence queries to an AI search assistant—it technically works, but you bleed hours that snowball into months of lost velocity every year. I learned this the hard way. My … Continue reading Ship Code 10× Faster: Guide, Don’t Grind—With AI Coding Assistants
Answer Your “Why” Before Building an AI Product
“People don’t buy what you do; they buy why you do it.”— Simon Sinek It's very common nowadays, to see teams chase every new coding assistant, chatbot, and AI agent—only to end up spinning in circles. So let's drill down here. When you let shiny tools dictate your roadmap, you muddle your product vision, lose … Continue reading Answer Your “Why” Before Building an AI Product
What’s LLM Observability ? Latest tools to look out for
2024 is looking to be the year where a lot of applied Large Language Models (LLMs) from enterprise companies, other than the creators of the foundation LLMs, are going to come out of the Proof of Concept (POC) phase to actually being used by their customers. It's gonna be a year of trial and error, … Continue reading What’s LLM Observability ? Latest tools to look out for
Sample Go-To-Market Strategy for an LLM feature- Translate natural language to query language in a database company
Large Language Models (LLMs) have significantly turned the tide towards AI applications being taken seriously by almost every company in every single domain. Now if you a Product Manager, you may come across the ask - Craft a Go-To-Market (GTM) strategy for an LLM feature. So here's a sample GTM strategy for a new LLM … Continue reading Sample Go-To-Market Strategy for an LLM feature- Translate natural language to query language in a database company
The Plentiful Cybersecurity Problem: Too Many Vendors, Too Little Product Sense
Let’s get one thing out of the way - the market opportunity for cybersecurity as a whole - in the next 5 years, is humongous. Gartner predicts it will reach $267 billion in 2026, with an annual growth rate of 11%. If there is one domain where you find it difficult to find experienced professionals, … Continue reading The Plentiful Cybersecurity Problem: Too Many Vendors, Too Little Product Sense
Infinite Couch 