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Customer operations

Customer ops agent

Tickets get routed by hand and calls slip to voicemail — and to competitors.

Customer operations · agent spec

Illustrative

Manual pain

Tickets get routed by hand and calls slip to voicemail — and to competitors.

Action 01

AI front desk: voice, email, WhatsApp, web

Action 02

Triage, sentiment, proactive follow-up

Action 03

Warm human escalation with full context

01

workflow owner

03

agent actions

100%

reviewable by design

Live

handoff-ready system

How it runs

From documents in to decisions out.

Each agent starts with a small set of operating actions, clear escalation, and visible ownership.

The pipeline

Answer

Calls, emails and messages get an immediate, on-policy first response.

Triage

Each request is classified: answer now, gather information, or escalate to a human.

Resolve

Routine requests are handled end-to-end with the account context loaded.

Hand off

Anything ambiguous goes to your team warm: transcript, context and suggested next step attached.

Log

Every interaction lands in the system of record.

Agent actions

01

AI front desk: voice, email, WhatsApp, web

Primary automation path.

02

Triage, sentiment, proactive follow-up

Context and exception handling.

03

Warm human escalation with full context

Outcome and handoff layer.

What it reads, does and shows

Reads

  • Calls, emails, WhatsApp and web chat
  • Ticket and order history
  • Your policies and FAQs

Does

  • Answers routine requests end-to-end
  • Escalates edge cases with full context
  • Keeps the CRM current without manual data entry

Shows

  • A unified inbox with status per conversation
  • Warm-handoff packets for your team
  • Interaction logs in your CRM

Connects to

Phone / VoIPEmailWhatsAppCRM / helpdesk
Before / after

What changes once the agent runs the workflow.

Missed contacts

Voicemail and unread inboxes after hours

Every contact answered and logged

Escalations

Cold transfers, context lost

Warm handoff with transcript and suggested next step

Records

CRM updated when someone remembers

Every interaction logged automatically

Controls

Production means the team can trust it.

The system is designed with human review, evaluation, auditability, permissions, and monitoring before expansion.

Human-in-the-loop stays visible.

The agent handles the repetitive path. People still own approvals, exceptions, and high-risk decisions.

Evaluation harness

Exception queue

Access controls

Operating runbook

Proof signal

One front desk across every vertical — a human stays in the loop on every escalation.

Start the customer operations workflow audit.

Bring one workflow your team still handles manually.