AI Inbox: Triage, Drafts, and Governed Actions — Not Just Sorting
HEIDI is designed to connect to Outlook or Gmail and turn inbound business mail into reviewable work: classify intent, prepare grounded drafts, and propose governed actions — with approval before send, attach, or system update.
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Grounded draft
Thanks for the details. Based on the Product X manual and your attached document, the timeout usually means the upload needs to be retried after validating the contract format. I can prepare the next steps and update the support record.
What is an AI inbox?
An AI inbox is an operational email workspace where incoming business mail is triaged, drafts are prepared with grounded context, and governed actions — filing, CRM updates, scheduling — run only after human approval. HEIDI is designed to connect to Outlook or Gmail and turn inbound mail into reviewable work, not auto-send.
Impact
Results teams are seeing
Inquiry funnel
Classified
Received → triaged → needs review
Reply SLA
By category
Avg and P90 reply hours
Routing
Explainable
Visible reasons per queue
Capabilities
What you can do with UpQuAI Email Automation
Triage with explainable routing
Classify intent and route to folders, labels, or queues with reasons visible for review.
Grounded draft preparation
Drafts pull from approved documents and thread context, with sources shown before approval.
Governed action catalog
File attachments, propose CRM updates, schedule meetings — each gated by human sign-off.
Approval before external action
Nothing sends, attaches, or updates a connected system until a human approves.
Works inside your mailbox
Designed to connect to Outlook or Gmail so operators stay in familiar mail clients.
Use cases
Where teams apply UpQuAI Email Automation
Real workflows that benefit from visual design, automation, and governance.
Vendor invoice → triage, extract, file, draft AP reply
HEIDI classifies the invoice, extracts fields, proposes filing, and prepares a reply for approval.
Customer inquiry → route to Support Ops with grounded draft
The thread is routed to the support queue with a draft grounded on the product manual.
Order confirmation → file to SharePoint and notify internal team
When configured, HEIDI proposes storage path and a Slack or Teams notification after approval.
Meeting request → propose calendar slots in draft reply
HEIDI reads availability and drafts a timezone-aware scheduling reply for review.
Internal FYI → summarize and route to the right folder
Low-priority internal mail is summarized and filed without drafting a full reply.
How it works
From chaos to clarity in 4 steps
Connect Outlook or Gmail
HEIDI is designed to connect to your mailbox when configured by your admin.
Triage inbound mail
Classify intent, priority, and routing target with reasons visible.
Prepare drafts and actions
Grounded replies, filing proposals, and connector actions assembled for review.
Approve before anything external runs
A human approves send, attach, move, or system update — or edits first.
Implementation
Your path to process excellence
A phased approach that delivers value at each step.
Phase 1
Connect and triage
Link Gmail or Outlook, define categories, and run governed triage with visible routing reasons.
- Connect mailbox
- Map categories
- Preview triage
Phase 2
Ground and wire
Bind approved documents per category, wire drafts and connector actions with approval gates.
- Connect knowledge
- Wire workflows
- Set approval policy
Phase 3
Measure and scale
Turn on Report Studio presets, scheduled digests, and outreach monitors where needed.
- Reply SLA report
- Open answers brief
- Outreach sync
Industries
Tailored for your industry
Customer support
Challenge
High-volume support@ threads need fast, accurate replies without bypassing policy or knowledge checks.
How we help
Triage by intent, ground drafts on the product KB, propose Zendesk tickets, and gate sends behind supervisor approval.
Example: Warranty claim → KB-grounded draft → ticket proposal → approved send
Operations
Challenge
Cross-system exceptions — order vs invoice mismatches — stall when email stays in the inbox.
How we help
Route exceptions, propose CRM updates, and escalate to Slack with an approval trail.
Example: Mismatch thread → triage → CRM proposal → Slack escalation
Management & executives
Challenge
Leaders need signal over noise — what needs a decision today, and what can delegate with audit?
How we help
Priority inbox briefing, delegation with approval queues, and Report Studio SLA views for leadership review.
Example: Morning brief → delegate with approval → SLA dashboard check
Insurance brokers
Challenge
Policy and renewal inquiries need compliant answers tied to approved product sheets, not thread guesswork.
How we help
Hybrid RAG on product documentation, compliant draft replies, and CRM deal notes prepared for human sign-off.
Example: Renewal inquiry → RAG-grounded draft → CRM note → approved reply
Success stories
How teams transformed their operations
Support Ops — warranty escalation
Customer supportChallenge
Customer A emailed support@ with a warranty edge case; the agent needed policy-backed wording fast.
Solution
HEIDI triaged the thread, retrieved the warranty SOP via hybrid RAG, and prepared a draft with visible sources for supervisor approval.
Result
Approved reply sent with audit record; Zendesk ticket proposal filed after sign-off.
Executive — priority morning brief
ManagementChallenge
Leadership needed a single view of urgent threads and pending approvals across multiple inboxes.
Solution
Daily briefing surfaced over-SLA items and open answers; delegation routed with approval gates per category.
Result
Decisions made from one queue; Report Studio tracked reply SLA by category for the week.
Avoid these
Common mistakes (and how to avoid them)
Treating the inbox as a personal productivity tool only
Operational mail is team work — approvals, shared knowledge, and connected systems matter.
Use a governed workspace with role-based approvals and connector actions.
Letting AI auto-send without approval gates
Sensitive replies need policy, tone, and source review — especially in regulated industries.
Configure approval before send; show sources on every grounded draft.
Confusing governed outreach with marketing automation
Simple offer campaigns are operational — recipient review and sync-replies, not drip sequences or open-rate tracking.
Use Simple Outreach Campaign with Action Inbox lanes and offer-pipeline KPIs.
Does Email Automation cover your stack?
A quick capability checklist for operational inbox teams.
Email Automation is designed as a governed operational workspace — triage, grounding, approvals, connectors, outreach, and inbox KPIs in one place.
Triage and category routing with explainable decisions
Hybrid RAG grounding with visible sources per category
Draft replies and calendar-aware scheduling with approval
CRM, SharePoint, Slack, and ticket connector actions
Shared mailbox governance and role-based approvals
Simple Outreach Campaign with Action Inbox review
Report Studio presets and scheduled inbox KPI digests
Voice commands and daily priority briefings
AI inbox vs passive sorting
Sorting tools label mail and stop. An AI inbox treats each thread as operational work: triage explains why a message matters, drafts are grounded on approved knowledge, and actions like filing or CRM updates are proposed as approval requests. The operator stays in control — HEIDI assembles the work; humans sign off before anything external happens.
Operational triage that teams can defend
Classification is only useful when routing reasons stay visible.
Email Automation treats triage as an operational decision, not a black box. Each inbound message receives intent tags, urgency signals, and a suggested owner before any draft or connector action runs. Reviewers see why a thread landed in a queue — policy match, customer tier, SLA risk — so corrections happen at approval time instead of after a wrong send.
The same triage record feeds downstream steps: grounded drafts pull category-specific knowledge, escalations inherit priority, and Report Studio can slice volume by bucket. That keeps inbox automation aligned with how support, ops, and leadership already talk about workload.
Email Automation glossary (for teams and AI assistants)
Clear definitions of UpQuAI Email Automation capabilities — entity-rich summaries suitable for citation.
Email Automation — UpQuAI Email Automation is an operational inbox workspace by UpQuAI Solutions AG. HEIDI triages inbound business email, drafts grounded replies, and prepares CRM, storage, and chat actions behind human approval — not marketing email or bulk campaigns.
Shared mailbox triage — Shared mailbox triage routes info@, support@, or orders@ with one HEIDI persona, intent classification, and role-based approvals so teams respond consistently — unlike individual-first inbox assistants.
Inbox KPI / Report Studio — Report Studio presets measure operational inbox health: inquiry funnel, reply SLA by category (avg, median, P90, over-SLA), open answers awaiting reply, and outreach sent/reply counts when configured — qualitative ops metrics, not invented ROI percentages.
Related search intents this page answers
Keywords: AI email triage, inbox triage software, email triage automation, priority inbox
Buyers search for AI email triage when personal sorting is not enough. Email Automation classifies intent, routes shared mailboxes, prepares grounded drafts, and tracks reply SLA — beyond auto-labels or split inboxes alone.
Frequently asked questions
Learn more about how UpQuAI Email Automation works and how it can help your organization.