Articles, industry benchmarks, technology deep dives and customer stories on AI-powered business automation.
Sierra publishes no rate card, only its outcome-based model. What a billable outcome is, who scores it, how reopens and escalations are handled across six vendors, worked costs at 1,000, 10,000 and 50,000 contacts a month, and seven questions to ask before you sign.
AI agents for banking can read, explain, chase KYC documents and triage disputes alone. Which actions need step-up verification first: ten use cases tagged autonomous, gated or human-only, and the regulation that bites on each.
Eight real-time agent assist tools compared on live guidance, AI-agent scoring, pricing and integrations — and what assist owes the human when an AI agent escalates. None of the eight publishes a price.
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.
Agentforce costs $0.10 per action on Flex Credits, $2 per conversation or $2 per Help Agent resolution. Converted to cost per resolved case at a 65% resolution rate, the action meter beats a $0.60 per-resolution price only below about four actions per conversation. Includes a side-by-side with Fin, Zendesk AI, Sierra and Decagon, and a checklist for Fin customers before renewal.
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.
Aissist, Fin, Zendesk AI Agents, Salesforce Agentforce and Sierra compared on price per resolution, where they run, channels, security and published resolution — with pros and cons for each and a worked cost example.
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.
