Articles, industry benchmarks, technology deep dives and customer stories on AI-powered business automation.
Accuracy is the #1 AI chatbot complaint in G2's analysis of 2,950+ reviews, and better models won't fix it. Why small errors compound across a support conversation, and the four-layer governance framework that keeps factual and policy errors under 1%.
Only 23% of US consumers trust GenAI with a payment. The 12 agentic commerce platforms compared on what the agent can actually do — browse, cart, authorise, settle — with published pricing, protocol support and merchant requirements.
Salesforce closed its $3.6B Fin acquisition on 10 September 2026. What changed, a renewal-timing decision tree, and 9 Fin alternatives compared on published pricing, billing unit and G2 — including when staying on Fin is the right call.
Harness surveyed 700 enterprises in September 2026: 77% trust their agent inventory but 44% run discovery, and 76% think they could stop a misbehaving agent in 15 minutes while 33% have a kill switch. The six controls that close each gap, and what to demand from a vendor in writing.
Front alternatives compared: 6 help desks and AI agents ranked on seat price, AI billing unit, ownership, published resolution rate and G2 rating.
Eleven multilingual AI customer service platforms compared on claimed language count, published per-language evidence, billing unit and verified price. Nine publish a language count; not one publishes resolution rates broken out by language.
Nine white-label AI support platforms compared on branding depth, published price, reseller margin and client-transfer terms — with the margin math for agencies and BPOs, and a list of terms worth walking away from.
Zendesk action credits now apply only to third-party connectors and custom actions — native actions are unlimited. What the meter touches, the per-plan allowances, the volume at which overage actually starts, and why an AI layer on the REST API is unaffected.
Your AI agent issued a wrong refund or leaked a field — what you log, who you tell, and on what clock. The EU AI Act Article 55 vs Article 73 deadlines, a decision tree, and six vendor questions on incident notification and telemetry.
