CX Transformation: Turning the Contact Center From a Cost Line Into an Intelligence Engine
Here is a strange accounting fact: the one place in your company that talks to every customer, every day, about everything that is broken, is booked as a cost line. Product teams commission surveys while thousands of recorded conversations sit unanalysed. Risk teams sample 3 percent of calls and hope. The contact centre knows things […]
Why Enterprise Digital Transformation Stalls at the Pilot Stage (and What Actually Fixes It)
The uncomfortable number in enterprise AI is not model accuracy. It is the share of pilots that never reach production. Ask any large organisation how many proofs of concept they ran in the last three years and how many are processing real volume today, and the ratio will embarrass someone in the room. The standard […]
Generative AI in Customer Operations: What Is Actually Deployable in 2026 (and What Is Still Theatre)
Somewhere between the vendor keynotes and the cautionary headlines sits the question enterprise buyers actually need answered: which generative AI capabilities can carry production volume in a customer operation today, under governance a regulated business will accept? We run generative AI in production across our operations, introduced as process demands justified it rather than as […]
The 90 Percent Rule: What Back Office Operations Look Like After Intelligent Automation
Somewhere between the vendor keynotes and the cautionary headlines sits the question enterprise buyers actually need answered: which generative AI capabilities can carry production volume in a customer operation today, under governance a regulated business will accept? We run generative AI in production across our operations, introduced as process demands justified it rather than as […]
AI-Led Insurance Operations: Claims, Renewals and the Persistency Problem Nobody Solves With Headcount
Insurance operations have a structural problem: almost everything that determines profitability happens after the sale, in functions that were built as cost centres. Claims turnaround shapes trust. Renewal and persistency calling shapes embedded value. Servicing quality shapes complaints and regulatory standing. Yet these functions have historically been run on the cheapest possible headcount, which is […]
AI Transformation in Banking Operations: A Practical Map for the Next 24 Months
Every large bank in India has run an AI pilot by now. Very few have an AI operation. The distance between those two states is where the next 24 months of competitive advantage will be decided, because the banks that industrialise AI in their operations will run at a cost and speed structure the pilot-stage […]
Telecalling and Collections Outsourcing for Banks and NBFCs: Compliance First, Then Recovery
In BFSI, an outsourced telecalling operation is never just a cost decision. Every call made in your name carries your licence to operate with it. A mis-sold policy, a collections call outside permitted hours, or a recovery conversation that crosses the line does not stay the vendor’s problem; it becomes your regulator’s question and your […]
Quick Commerce Customer Support Outsourcing: Why 10-Minute Delivery Needs 30-Second Support
A customer who waits two days for an e-commerce parcel will tolerate a support reply tomorrow. A customer who ordered milk eleven minutes ago and can see the rider stopped two streets away will not. Quick commerce compressed delivery from days to minutes, and it compressed the acceptable support window along with it. Most support […]
AI Contact Center Outsourcing: What the 90/10 Model Looks Like When It Actually Runs
Every BPO now claims to be AI-first. Very few can answer the only question that matters: what exactly runs in production, on whose calls, today? This post is our attempt to answer that question for our own operation, in enough detail that you can use it as a benchmark when you evaluate anyone, including us. […]
Customer Support Outsourcing Cost in India: What You Will Actually Pay in 2026
Ask five BPO companies for a quote and you will get five numbers that cannot be compared, because each one is priced on a different model with different assumptions buried inside. This guide explains the models, the realistic ranges, and the costs that never appear on the first quote. One caveat before the numbers: pricing […]