Customer Operations Agent · Agentic Solution · Powered by AIVortex

Customer Operations Agent — service teams that keep up.

The Customer Operations Agent helps contact centers and service teams handle complaints and customer emails — categorizing, summarizing cases, reading sentiment and monitoring customer experience at scale.

Complaint categorizationCustomer sentimentCase summariesEmail triageCX monitoring
AIVortexCustomer Operations Agent · Agentic Solution CasesSentimentComplaintsTrends
Query · Service Lead

“What are customers complaining about most this week, and how are we doing on them?”

Customer Ops · grounded insight

Top theme is delivery delays (31% of complaints), sentiment trending negative. Average first response is within SLA but resolution time slipped 14%. A summary and priority cases are prepared.

theme · delivery delayssentiment · -0.3SLA · resolution +14%
confidence 0.90review priority cases
Route to Service Manager Assign
audit · logged · 12:38:20 · cases=860 · theme=delivery
Capabilities

Handle every customer, hear every signal.

The Customer Operations Agent reads complaints and emails, summarizes cases, tracks sentiment and surfaces what's driving customer experience — so teams act on the whole picture, not a sample.

Complaint categorization

Categorize and prioritise complaints and customer messages automatically.

Sentiment monitoring

Track customer sentiment across channels and over time.

Case summaries

Summarize long case histories into a clear current picture.

Email triage

Triage and route customer emails to the right team with context.

CX monitoring

Surface themes and drivers shaping the customer experience.

Human-in-the-loop

Agents review and respond — the agent drafts and routes, never auto-sends.

How it works

Read, categorize, summarize, surface.

01 — Read

Take it in

Ingest complaints, emails and case data across channels.

02 — Categorize

Sort & prioritise

Categorize and prioritise by theme, urgency and sentiment.

03 — Summarize

Case at a glance

Summarize each case and draft suggested responses.

04 — Surface

Show the trends

Surface themes and CX drivers for leadership.

Customer-facing actions stay with people: the agent categorizes, summarizes and drafts, while staff review and respond.

Built for

For service and CX teams.

Contact centers

Handle complaint and email volume with categorization and summaries.

Customer experience

Track sentiment and themes to act on the voice of the customer.

Telecom & utilities

Spot service issues and complaint spikes early at scale.

Complements VoCallIQ for call intelligence across the same customers.

Let's build

Help your service team keep up.

Share a sample of complaints or service emails and we'll show categorization, sentiment and case summaries on your own data.