Insights

Practical thinking on AI, CX and IT service delivery.

Articles and solution briefs drawn from real delivery experience — no hype, just what actually works.

Latest insights

Deflection rate alone doesn't tell you whether a chatbot or voicebot is working. Here's the fuller set of measures worth tracking from day one.

Migrating off legacy contact-centre infrastructure is high-stakes precisely because the platform can't go down. A phased approach reduces that risk.

The business case for agent assist is often built around handling time, but the larger and more durable value usually shows up somewhere else.

Responsible AI is often discussed in the abstract. In CX deployments, it comes down to a short list of concrete, testable design choices.

Not every ticket type is a good first candidate for automation. Picking the right starting point shapes how the whole program is received.

Manual quality review typically covers a small fraction of interactions. Analytics at scale changes what quality management can actually catch.

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