Mailbot [better] May 2026

Mailbot: The Silent Engine of Modern Inbox Management

Core Components & Responsibilities

• Connector service — maintains mailbox connections, fetches messages, handles retries.
• Parser — extracts headers, body (text/html), attachments, inline images, detects language/encoding.
• Classifier — combines rule engine and ML model; exposes explainability for decisions.
• Rule engine — GUI-editable conditions and actions, supports regex, sender/domain lists, header checks.
• Action dispatcher — executes actions: reply, forward, create ticket, webhook, label, archive.
• Scheduler — manages delayed actions and retry timers.
• Admin UI — authorization, role-based access control, audit views, rule editor, metrics.
• Integrations — Slack, Zendesk, Jira, CRMs, cloud storage for attachments.

7. Metrics for Success

Track weekly:

• Handling rate = (emails fully processed without human) / total emails
• False positive rate = (wrong action taken) / handled
• Mean time to handle (MTTH)
• Human escalation reason (e.g., “ambiguous language,” “emotional tone”)

Phase 3 – Action integration (4 weeks)

• Create Jira/Asana tasks from certain email types.
• Send alerts to Slack on urgent keywords (“legal,” “data breach”).