Articles, industry benchmarks, technology deep dives and customer stories on AI-powered business automation.
Ten call center QA tools compared on the question page one skips: can it score an AI agent's conversation, and whose agent? Nine of ten say they can; only three name the third-party AI agents they score. Sampling, calibration, pricing and helpdesk coverage for each.
Customer service automation, ticket class by ticket class: which tickets resolve end to end, which need a write action or a human approval, which should stay human, and the resolution rate to expect in your vertical.
Escalation management for AI-first support: the three tiers (suppress, on request, proactive), six handoff triggers with signals, thresholds and actions, an AI-era escalation matrix, and what UK and EU right-to-a-human rules require.
Twelve customer service KPIs for 2026, grouped into outcome, experience, speed and cost, and AI quality, each with its definition, formula and a 2026 benchmark. Resolution rate and error rate now carry the most weight; first response time and handle time drop to supporting roles.
Explore Rep AI reviews, key strengths, common drawbacks, and where this Shopify-first support and sales assistant fits best.
Explore Kustomer AI reviews, strengths, tradeoffs, and where the platform fits best for omnichannel customer support teams.
Learn what are the best AI for Freshchat.
Learn what Freshdesk AI reviews say about the best AI agents for customer support.
Learn how to use AI to improve customer support with Zendesk. We'll cover the best AI agents for Zendesk, how to set them up, and how to use them to improve your customer support.
