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Practical writing on AI strategy, BPO operations, and customer experience.

From AI Pilot to Production: Why Most Enterprise AI Projects Stall
AI Strategy January 12, 2026

From AI Pilot to Production: Why Most Enterprise AI Projects Stall

Most enterprises can run an AI pilot. Few can scale one. Here's what separates the projects that make it to production from the ones that quietly disappear.

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What Actually Drives Cost-Per-Contact in Outsourced Support
BPO December 18, 2025

What Actually Drives Cost-Per-Contact in Outsourced Support

Cost-per-contact is the metric every BPO buyer fixates on — but the levers that actually move it are rarely the ones vendors lead with.

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CSAT, NPS, or CES: Which CX Metric Should You Actually Track?
Customer Experience November 30, 2025

CSAT, NPS, or CES: Which CX Metric Should You Actually Track?

Every CX dashboard has all three metrics. Here's how to decide which one should actually drive decisions for your team.

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How to Calculate Real ROI on a Process Automation Investment
Automation November 8, 2025

How to Calculate Real ROI on a Process Automation Investment

Automation ROI calculations often overstate savings by ignoring maintenance cost and exception handling. Here's a more honest framework.

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