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Multilingual support as table-stakes
Multilingual support as table-stakes
AI translation accuracy hit 70-85% in 2025. Multilingual support is no longer a feature — it's the baseline. Here's what that means.
Native helpdesk AI is built for safe defaults
Native helpdesk AI is built for safe defaults
Zendesk's own data: 41% median deflection, 30-40pt gap between vendor marketing and field reality. The defaults are intentional.
The economics of agent copilots in MSPs
The economics of agent copilots in MSPs
AI copilots cut MSP operational cost 25-40% and break the headcount-as-scaling-constraint pattern. Here's the math.
Why most AI pilots fail (and how to recover)
Why most AI pilots fail (and how to recover)
MIT: 95% of GenAI pilots fail. RAND: 80% of enterprise AI projects don't deliver. Here's the pattern — and the recovery playbook.