Neeraj Pratap Sangani

Founder CXM Lab

Chief Executive Officer, Hansa Cequity

Work Ex: 34 yrs
Education: PGPX, UCLA Anderson
Certified: CCXP, US , Behavioral scientist

Latest Releases

AI & Data Analytics8 min read

The Smartest AI Is Not the One You Should Trust Most

The smartest AI is not necessarily the one businesses should trust most. As leading CEOs warn about AI’s risks, enterprise leaders must distinguish intelligence from authority. This CXMlab article explores why trustworthy AI depends on independent controls, clear permissions and human accountability—not blind faith in a brilliant model. The goal: embrace powerful intelligence without surrendering control over consequential business decisions.

Neeraj Pratap Sangani12 Oct 2026

Behavioral Economics6 min read

The Road India Travels— What India’s first National Household Travel Survey reveals

People buy vehicles to get somewhere. They can also buy them to express who they are—or who they hope to become. That is the tension at the heart of automotive marketing.…

Neeraj Pratap Sangani6 Oct 2026

AI & Data Analytics9 min read

The New Content Crisis: Too Much Intelligence, Too Little Authenticity

Generative AI can help organisations communicate faster and at greater scale. But unless every message is grounded in evidence, operational reality and human accountability,…

Neeraj Pratap Sangani1 Oct 2026

Customer Experience12 min read

Customer Experiences fail not at the front door, but at the handoffs: A CXO Agenda for Breaking Functional Silos

Customers do not experience departments, platforms, or partner SLAs. They experience one brand—and quickly notice when its internal handoffs fail. This article examines why polished customer journeys unravel between marketing, sales, service, operations, and collections, and outlines a CXO agenda for replacing siloed optimisation with shared journey ownership, relevant context, and genuine resolution.

Neeraj Pratap Sangani4 Sept 2026

Featured

Customer Experience

Customer Experiences fail not at the front door, but at the handoffs: A CXO Agenda for Breaking Functional Silos

4 Sept 202612 min

AI & Data Analytics

The Attention Tax: Why More Personalisation Is Quietly Costing You the Sale

An AI marketing agent's task completion fell from 94% to 28% as its working context filled with accumulated history — a failure researchers call "context rot." The same thing happens to customers: not a hard wall, but a slow decline in decision quality as offers, banners, and "personalized" recommendations pile up. The fix isn't less personalization. It's sharper attention management — for algorithms and humans alike.

18 Aug 20267 min

AI & Data Analytics

Google Says AI Helps Workers. The Layoff Data Says: Which Workers?

Google's new ATLAS study says AI is helping workers, not replacing them—and the data holds up. But a study of how people use AI can only see the people still employed. Meanwhile, layoffs blamed on AI are surging and entry-level hiring is shrinking. The honest answer? AI is augmenting and displacing workers at the same time. Which workers matters.

24 Jul 20266 min