I use this space like a public diary — a place where I drop thoughts, observations, and whatever I’m reflecting on at the moment.
Articles by Aditya Vernekar (Adi)
From Feedback Chaos to Growth Decisions: A Framework for Consumer Brands
Your customers are telling you exactly how to grow. The problem isn't data, it's the gap between raw customer data and actionable decisions. This framework closes that gap in 4 steps.
From Customer Signals to Decision Intelligence
AI makes building cheap. Lexsis turns fragmented customer + public narrative signals into decision intelligence and simulates decisions with AI agents before you commit.
AI Agent Analytics: How to Measure User Experience, Not Just Infrastructure
Stop tracking just speed and cost. Learn how AI agent analytics measures what matters: user frustration, resolution rates, and conversation quality. Real examples with ROI data.
AI Agent Analytics Explained: Measuring AI Agent Performance
AI Agent Analytics helps teams understand how AI agents perform in real conversations. Learn what it measures and why it’s becoming essential.
Why LLM Evals Are Incomplete
LLM evals look great on dashboards but miss where AI assistants really fail: in conversations. Learn why model-centric metrics are incomplete and what to measure instead
How to Build Your First Customer Intelligence System in 3 Steps
Build a cost-effective Customer Intelligence System. Master data aggregation, build a product taxonomy, and avoid the LLM cost trap with a smart ML hybrid analysis approach.
The Real ROI of Customer Intelligence: Why It Pays Off Faster Than You Think
A conversational walkthrough of how customer intelligence directly drives revenue, reduces support costs and saves teams countless hours by turning scattered feedback into clear, actionable insights.
How We Turn Customer Noise into Strategic Growth
In today’s product world, feedback is endless—tickets, reviews, calls, social mentions. The real challenge isn’t gathering it, but turning it into clarity. At Lexsis AI, we don’t just collect feedback; we translate it into actionable customer insight.
The Founder's Story
How building the “wrong” product taught me what the right one should be.