The MongoDB Podcast

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Don't Build Your Own AI (Unless You Have To)

Explore episode Mar 6, 2026

Where this was said

Zendesk's Three AI Product Shifts and Their Results

At 12:51 · chapter starts 11:37

Akshaya walks through the three shifts that define Zendesk's AI-first redesign. The first is intelligent triage: what once required human review now happens in seconds, getting customers materially closer to resolution faster. The second is the move from macros — rigid, rule-based automations — to Copilots that provide dynamic, context-aware guidance to agents in real time. The third is workforce management, where load balancing and staffing optimisation become fully automated rather than siloed in a contact centre operation. The results speak loudly: in extreme cases, early adopters have cut email handle time by 92% and slashed customer question response time by 74%. The through-line, Akshaya stresses, is a fundamental reframe: Zendesk has moved from building better ticketing software to delivering measurable business outcomes for customers.

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