Swap models on OpenRouter, tune prompts server-side, and keep extraction consistent for invoices, requests, and follow-ups.
Interval-based Gmail jobs and deduplicated processing mirror production behavior—visible outcomes surface in the app immediately.
Tiers, renewals, and checkout align with how you sell software: billing stays beside the workspace, not in a separate chat client.
See volume ingested, what’s late, and which clients drive load—metrics for running a small business on automation.