What does this AI agent for inbound requests do?

Classifies messages, researches companies, generates actions, routes to team members – all in seconds via Claude.

How to build an AI inbox triage agent?

Use FastAPI endpoint, chain Claude calls for classification/research/actions/routing, JSON profiles for teams, Tavily for searches.

Does Claude Sonnet handle real-time routing well?

Fast enough for seconds-per-request, structured JSON output keeps it reliable – but test edges.

🤖 AI Dev Tools

The Weekend AI Agent That Tames B2B Inbox Hell — And Routes Requests in Seconds

Picture this: a hot lead emails your shared inbox. Seconds tick by—no response. Then an AI agent swoops in, triages it perfectly, and hands it off ready-to-act. One weekend build ends the chaos.

theAIcatchup Apr 10, 2026 4 min read

Flowchart of AI agent pipeline classifying and routing B2B inbound requests

⚡ Key Takeaways

Break triage into a four-step pipeline for reliable AI routing: classify, research, action, route. 𝕏
JSON-structured outputs make agent chains debuggable and production-ready. 𝕏
This shifts B2B inboxes from reactive chaos to proactive intelligence hubs. 𝕏

Published by

theAIcatchup

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#AI agent #AI agents #Claude AI #Claude Sonnet #FastAPI #FastAPI automation #Tavily search #inbound routing #inbox triage

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Originally reported by dev.to

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