Every AI support agent advertises a resolution rate. This page audits the named claims (Fin's 76%, Sierra's 80%, Decagon's 80%, Ada's 75%) against production evidence, decodes what each vendor counts as resolved, and gives you the test that predicts your own number.
Nick Timms · Aug 15, 2026The four AI assistants for shared inboxes worth ranking in 2026, judged on attribution, governance, voice, open connections, and honest pricing, plus the autonomous agent class and who it is really for.
Nick Timms · Aug 6, 202615 Claude prompts for everyday work email, each one built around a failure it prevents, a worked example with the actual output, and the Gmail connection that ends copy-paste.
Nick Timms · Aug 6, 2026What an AI shared inbox actually does for a team, the three types of tool that share the name, the three ways vendors bill for AI, and the six things to check before you buy.
Nick Timms · Aug 5, 2026Two types of agentic CRM exist, walled and open, and the split decides your costs and your lock-in. Verified 2026 pricing, sized for small teams.
Nick Timms · Aug 1, 2026ChatGPT reads Gmail through its built-in connector on paid plans, and OpenAI excludes that data from training. What the connector can and cannot do, the setup, and the routes the how-to guides skip: MCP and team inboxes.
Nick Timms · Aug 16, 2026Cursor has no built-in Gmail connection, so every setup runs through MCP. The two routes that work in 2026, the config that goes in .cursor/mcp.json, and the one warning about open-source Gmail servers most guides skip.
Nick Timms · Jul 31, 2026A buildable architecture for AI-era customer support: five layers with real costs, the verified map of MCP-ready platforms, a copyable escalation policy, and the same team costed three ways.
Duda Bardavid · Jul 31, 2026Claude can now send Gmail, not just draft it. What changed in August 2026, what Claude still cannot do with your inbox, and the two settings to check before you connect. The safe setup, step by step.
Nick Timms · Aug 19, 2026Connecting one Gmail account to Claude is easy. Connecting several, personal, team, and shared addresses, is where it gets messy. The three honest routes in 2026, and when each one wins.
Nick Timms · Jul 22, 2026Every AI agent that actually works on Gmail in 2026: native Gemini, the inbox assistants, the support-team tools, and the MCP route, compared honestly by a maker.
Nick Timms · Jul 20, 2026The 2026 AI help desk field, verified against every vendor's own pricing: assist vs agentic capability, the per-resolution fee trap, and which desks AI agents can actually operate.
Nick Timms · Jul 19, 2026
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