RFP inboxes are a strange mix of urgency and repetition. One prospect sends a 60-page PDF, another sends a spreadsheet of requirements, a procurement portal forwards automated reminders, and three stakeholders reply with clarifying questions that all need the same answer. The team wants the agent to help, but the workflow is too important to hand to a chatbot with an inbox tab.
The failure mode is predictable. A model summarizes the RFP nicely, then someone asks it to "just reply" to a procurement contact. It drafts a confident answer about security, legal, pricing, or implementation scope without knowing which claims are approved. Or it misses a deadline buried in an attachment because it only looked at the visible email snippet. Or it starts a new thread when the buyer expected the answer inside the original thread.
The safer architecture is to give RFP intake its own Nylas Agent Account, for example rfp@yourcompany.com. Every inbound RFP and follow-up lands in a mailbox the agent owns. Nylas wakes your service with webhooks, your service fetches the full message, the model extracts structured facts, and your application decides whether to draft, send, escalate, or create a calendar event.
