Safety, legal threats, complaints, deadlines or explicit escalation.
Notify the named owner. AI takes no external action.
RoutineSmithWorkflow guideFREE · NO SIGN-UP · NO INBOX CONNECTION
Build a safer AI email triage workflow.
Generate a practical first-draft policy for queues, review gates, stop conditions and measurement before AI touches the inbox. No account or email address is required; the tool uses operating choices—not customer emails.
AI email triage should recommend a route, not silently own the inbox.
A small-business pilot can classify a bounded message, explain the proposed priority and prepare a draft. Deterministic rules then check category, confidence, missing context and risk. A named person remains responsible for sending, commitments, money, account changes and every uncertain case.
- Choose one inbox and a small set of explicit queues.
- Write the conditions that force human review or stop processing.
- Test on fictional or appropriately protected representative messages.
- Compare corrections, missed urgent cases and reviewer effort with the baseline.
STARTER TAXONOMY
Four queues are enough to test the operating decision.
The queue names matter less than mutually exclusive rules, visible ownership and a safe fallback.
Prices, refunds, promises, account changes or uncertain intent.
Prepare context and a draft; a person decides and sends.Known, low-risk requests with complete information.
Prepare a draft for a quick factual, recipient and tone check.Newsletters, receipts and notifications with no requested action.
Apply a visible label; do not delete during the pilot.BUILD THE POLICY
Four decisions. One controlled starting point.
Do not paste email content, names or confidential information. Choose the conditions that describe the work. Need the operating model first? Read the shared inbox workflow guide.
THE OPERATING MODEL
AI prepares. Rules route. A person remains accountable.
Classify
Use a small, documented taxonomy instead of open-ended labels.
Explain
Require a reason and the evidence used for every priority decision.
Stop
Escalate uncertainty, sensitive data and commitments instead of guessing.
Measure
Track corrections and missed cases, not just time saved.
A pricing question must leave the automatic path.
Input: “[TRAINING] Can you change the quoted price and confirm delivery by Friday?”
Model proposal: sales · high priority · draft requested.
Deterministic gate: price commitment + schedule commitment → REVIEW REQUIRED.
Observed safe outcome: zero messages sent; commercial owner reviews the current quote and capacity.
AI email triage FAQ
What is AI email triage?
AI email triage uses a model to classify, summarize or prepare a draft while deterministic rules route messages and a named person remains responsible for consequential actions.
Should AI send replies automatically?
Not in a first pilot. Start with classification and draft preparation. Keep sending, pricing, refunds, commitments and sensitive cases behind human approval.
Does this tool read my inbox?
No. The planner runs in your browser and asks only about operating conditions. It does not connect to Gmail or Outlook and does not upload email content.
Do I need to create an account?
No. You can use the planner without signing up, entering an email address or connecting an inbox.
How should a pilot be measured?
Report routing by queue, critical-gate recall, false escalation, prohibited effects, corrections and reviewer effort separately across a representative baseline and a predefined, context-appropriate review window. Agree the decision criteria before testing; there is no universal duration or passing threshold.
Which email categories should a small business start with?
Start with a small operational taxonomy such as urgent human, review required, draft ready and reference. Define entry and exit rules before adding more labels.
Why this boundary matters
Microsoft documents that Outlook prioritization depends on user-defined criteria and excludes several message types. Zapier recommends testing triggers and guarding against automation loops. These limitations make a written operating policy—not a tool connection—the correct first step.
Make workload and review assumptions explicit.
Estimate the current workload, the assisted share, human-review effort and operating cost before running the control test.
Continue to the planning calculator