Important threads hide in routine mail
Customer issues, investor asks, candidate replies, and internal decisions can sit beside newsletters and status noise.
AI email triage agent · private inbox workflow
Turn a noisy inbox into an approval-ready command queue.
Claw Empire installs a private AI email triage agent on infrastructure you control. It reads approved inbox lanes, separates urgent decisions from routine mail, drafts replies with source context, and stops before sending anything externally until you approve.
sourceGmail labels · priority senders · calendar context
triageurgent · draft reply · delegate · waiting · archive
draftreply summary + proposed response + source links
gatesend_email=false until human approval
receiptthread summary · decision · unresolved question
The first win is not more software. It is one controlled workflow.
The useful install is narrow, explicit, and tied to work you already repeat. Claw Empire maps the lane, connects approved systems, and keeps sensitive actions gated.
Generic inbox rules miss judgment
Labels and filters move messages, but they do not understand context, urgency, open loops, or whether a reply needs approval.
Delegation creates another queue
Forwarding threads to a teammate still requires context, priority, tone, and follow-up tracking.
What this workflow produces.
A private assistant should produce a reviewable queue, not mystery automation. Every output should make approval faster and safer.
Priority queue
Urgent threads, waiting items, decisions, and low-value noise are separated before you start the day.
Drafted replies
The assistant prepares short replies in your tone with the source thread and uncertainty called out.
Calendar next steps
Meeting requests and conflicts are turned into proposed windows or calendar changes for review.
Sample runbook.
This is the level of specificity we want before a workflow touches production tools.
WORKFLOW: email_triage_command_queue
TRIGGER: new approved inbox thread OR daily morning scan
READ: Gmail thread, sender history, calendar availability, CRM or notes context
DO:
1. classify as urgent, reply, delegate, waiting, archive, or review
2. summarize the thread and likely next action
3. draft reply or internal handoff when useful
APPROVAL GATES:
- never send external email without approval
- never archive sensitive threads without review
- never move calendar events without approval
STOP CONDITIONS:
- legal terms, billing dispute, angry customer, missing owner
RECEIPT:
- write source links, proposed action, confidence, unresolved questionsWhere the assistant must stop.
The point is not to remove judgment. It is to reserve judgment for the decisions that matter.
External replies
The assistant drafts the response and waits for your approve/send decision.
Calendar changes
It proposes meeting windows or conflict fixes but does not move events without review.
Sensitive labels
VIP, legal, finance, and people-related messages can be routed to human review by default.
How the first workflow gets installed.
The exact implementation depends on tool access and data quality. The operating model stays simple: map, install, dry run, hand off.
Map
Define approved inbox sources, priority senders, categories, stop conditions, and review lanes.
Install
Connect the private assistant to approved email and calendar scopes on your infrastructure.
Dry run
Run supervised scans until the queue, draft quality, and escalation rules are correct.
Handoff
Receive the triage runbook, receipt format, and operating notes for continued use.
AI Email Triage Agent FAQ.
Plain answers for the trust, security, and implementation questions buyers ask before connecting AI to real workflows.
What is an AI email triage agent?
An AI email triage agent is a private assistant workflow that reads approved inbox lanes, classifies messages, drafts replies, prepares next steps, and pauses before any external send or sensitive action until a human approves.
Can the email triage agent send emails automatically?
Claw Empire designs the first workflow as approval-gated. The assistant can draft replies and explain why they are ready, but external sending stays gated unless you explicitly decide to change that rule later.
Where does inbox data live?
The assistant runs on customer-controlled infrastructure, typically a VPS or Mac Mini. Inbox access, memory, logs, and tool credentials stay in the environment you control.
What email systems can it work with?
Most installs start with Gmail or Google Workspace because labels, search, and calendar context are useful. Other inbox providers can be scoped during discovery if the APIs and permissions are workable.
How do you scope pricing for email triage?
Pricing is scoped on a discovery call after we see the inbox pattern, tool access, risk boundaries, and required handoff. The public page does not publish a flat price because installs vary by workflow and infrastructure.
Discovery call
Map the first safe workflow before anything is connected.
Send the workflow you want off your desk. We will confirm the tools, approval gates, stop conditions, and safest week-one install path.
Book your workflow map.
Customer-controlled infrastructureApproval-gated launchWritten runbook