Category: Articles

Artificial intelligence (AI) has progressed from experimental pilots to an integral component of enterprise customer experience (CX) strategies. While many organizations now leverage AI agents for customer service, a significant …

The Incisiv 2026 Benchmark Index: Unified Commerce for Specialty Retail, conducted in partnership with Manhattan and Google Cloud, provides a comprehensive assessment of unified commerce capabilities across over 400 specialty retailers globally. This benchmark reveals that true competitive advantage now stems from delivering seamless, connected customer experiences, extending from…

For years, the Net Promoter Score (NPS) has been the North Star for customer experience programs. We’ve built dashboards, tied bonuses to it, and presented its steady upward climb in boardrooms as definitive proof of our success. And for good reason—it’s a simple, powerful metric. But as any seasoned…

The promise is intoxicating: “instant users” available 24/7, capable of testing a prototype in minutes rather than weeks, all for a fraction of the cost of recruiting human participants.

This week’s intelligence from Harvard Business Review, Gartner, Forrester, and MarketingProfs converges on a single uncomfortable truth for marketing leaders: AI adoption is accelerating faster than strategy, and organizational readiness can keep pace. Four distinct but interconnected tensions are emerging that demand C-level attention right now.

What if your AI system is working exactly as designed… and still making your business worse? If you can’t clearly measure AI performance, you can’t confidently say it’s working. Many organizations deploy AI with strong pilots and impressive dashboards but lack a consistent evaluation framework once the system is…

Across the enterprise, marketing leaders are under immense pressure to deploy AI, automate processes, and unlock the efficiencies promised by an agentic workforce. We are moving with unprecedented speed, transitioning from AI as a clever assistant to AI as an autonomous actor—an agent empowered to negotiate, make offers, and…

When a 30-second spot carries a price tag of eight million dollars before a single celebrity is hired or camera rolls, the only metric that truly matters isn’t buzz, but business impact. Did the ad connect with the right audience? Did it reinforce the brand? And most critically, did…

Customers might browse a website, read support articles, ask a chatbot or contact a service team directly. Sometimes they’d watch YouTube videos, check Reddit threads, ask in Facebook groups. Across those channels, the organisation still largely understood and could interject into how its products, services and policies were explained. 

New Analyst Agent Hub and agent catalog introduce a collaborative Agentic workforce to help security teams investigate threats, generate detections and coordinate response