OprivoTech

Interactive case study

AI Support Agent

Triage every request quickly without removing human control.

See how an AI support workflow classifies incoming tickets, detects urgency, searches approved knowledge, drafts a response, and escalates uncertain or high-risk cases.

Interactive demonstration

Watch the support agent triage a ticket

Choose a ticket profile and run the workflow.

Waiting

Incoming ticket

Northstar Labs

Several users cannot sign in after a suspicious access alert. We need help immediately.

Ticket

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AI Analysis

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Knowledge

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Decision

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Action

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Classification
Classification
Priority
Confidence
Route

Draft response

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Illustrative demo only - no real customer data is used.

01

Support queues become slow when every ticket needs the same manual review.

Urgent issues can be buried, routine questions consume agent time, and customers receive inconsistent updates.

Urgent tickets wait in the same queue
Agents repeat the same classification work
Knowledge is searched manually
Escalations often lack context

02

A controlled support automation workflow

AI assists with analysis and drafting while explicit rules decide whether to respond or escalate.

Ticket intake

Capture the message, customer, channel, and account context.

AI classification

Identify topic, sentiment, urgency, and potential risk.

Knowledge search

Retrieve only approved policies and support material.

Decision gate

Use confidence and risk rules to select response or escalation.

Action

Send an update or route the complete context to a human agent.

03

Human escalation remains a first-class outcome

Low confidence, security concerns, billing disputes, and high-impact incidents can always require human review.

Confidence threshold
Security and privacy rules
Account-impact checks
Audit trail
Retry and fallback routing

04

Expected operational impact

The workflow reduces repetitive triage while keeping agents focused on exceptions and sensitive cases.

Faster first response
Consistent categorization
Better escalation context
Less repetitive work
Clearer queue priority
Traceable decisions

Adapt this workflow to your support operation

We can connect your help desk, knowledge base, CRM, email, Slack, or Microsoft Teams.