All Agents
Email Operations

Agent Mailo

Your inbox, handled — end to end.

Agent Mailo takes over the repetitive 80% of your inbox. It classifies incoming mail by intent, pulls the context it needs from your CRM and ticketing systems, drafts on-brand replies, resolves routine requests outright, and routes complex cases to the right person with a full summary attached. Every action is logged, reversible, and governed by approval rules you define.

Business email inbox open on a laptop screen
Email Operations
80%
of routine email resolved autonomously
< 2 min
average first response time
24/7
inbox coverage, including holidays
The Business Case

From Business Problem to Running System

What it costs you today, how the technology actually plugs in, and what changes on your P&L.

Business reality

The Problem

Operations and support teams lose 3–4 hours a day working the inbox. Response times slip, revenue-critical mail waits behind noise, and headcount scales linearly with volume.

How it plugs in

Our Approach

Mailo connects over the Gmail and Microsoft 365 APIs, classifies every thread using retrieval over your CRM and ticket history, and executes reply / update / escalate policies you define in Orchestra — no rip-and-replace of your mail stack.

What changes

The Payoff

Email stops being a staffing problem: SLAs hold around the clock, roughly 80% of routine mail closes without a human touch, and every message carries an audit trail your compliance team can replay.

How It Works

From Signal to Resolution

Agent Mailo runs a continuous loop — always observable, always interruptible, always logged.

WORK INGmail / Google Worksp…Outlook / Microsoft 3…ZendeskAGENT MAILO — CONTINUOUS LOOP1IngestConnects to your mailboxes and sh…red inboxes, reading new mail in…2UnderstandClassifies intent, urgency, and s…ntiment; retrieves customer histo…3ActDrafts and sends replies, updates…tickets and CRM records, schedule…4Escalate & learnHands unusual cases to humans wit… full context, and learns from ev…learns from every correctionOUTCOMES80%of routine email resolved autonom…< 2 minaverage first response time24/7inbox coverage, including holidaysYour team reviews & approvesEscalations arrive with full context attachedRuns on Orchestra — every step traced, replayable, and auditableRBAC · SSO · audit export
1

Ingest

Connects to your mailboxes and shared inboxes, reading new mail in real time.

2

Understand

Classifies intent, urgency, and sentiment; retrieves customer history and policy context.

3

Act

Drafts and sends replies, updates tickets and CRM records, schedules follow-ups.

4

Escalate & learn

Hands unusual cases to humans with full context, and learns from every correction.

In Practice

What Teams Put Mailo On First

Concrete, bounded processes — the fastest way to prove value before widening the mandate.

01

Customer support inbox

Refund requests, order status, account changes — resolved end-to-end with CRM updates and a reply in your brand voice.

02

Sales & demo requests

Qualifies inbound leads, answers product questions, proposes meeting slots, and books the calendar.

03

Operations & vendor mail

Invoice queries, delivery confirmations, and status chasing handled without a human opening the thread.

04

Shared inbox triage

Deduplicates, routes, and prioritises high-volume shared inboxes so nothing breaches SLA silently.

What Agent Mailo Does

Intent classification and priority-based triage
Context-aware drafting in your brand voice
Autonomous resolution of routine requests
Smart escalation with full conversation summaries
SLA tracking, reminders, and follow-up chasing
Multilingual support out of the box

Guardrails & Governance

Configurable auto-send vs. draft-for-approval per category
Full audit log of every message read and sent
PII redaction before model processing where required

Works With Your Stack

Gmail / Google WorkspaceOutlook / Microsoft 365ZendeskFreshdeskSalesforceHubSpot

Ready to Put Agents to Work?

Tell us which process hurts most — email backlog, reconciliation, claims, scheduling — and we'll show you an agent handling it, governed and auditable, within weeks.