Workflow teardown

AI-powered support with human oversight.

Governed AI triages tickets, suggests responses and detects patterns — every action logged and reviewed before it reaches a client.

How the workflow runs

AI accelerates support without removing accountability. The agent always reviews before anything is sent to the client.

1
Ticket submitted via Service Desk

The client submits a ticket through the governed Service Desk channel. The ticket is received, assigned a reference number and linked to the client record.

Evidence: ticket logged with client identity, submission time and channel
2
AI triages and categorizes the ticket

Governed AI reads the ticket, classifies the issue type, assesses urgency and routes the ticket to the correct queue and agent. No manual sorting required.

Evidence: AI triage decision logged with category, urgency score, routing target and model used
3
AI suggests a response draft

AI Operator drafts a suggested response based on the ticket content, the client record and previous similar resolutions. The draft is marked as AI-generated.

Evidence: suggested response logged with generation timestamp, model version and confidence score
4
Agent reviews the draft and sends

The assigned agent reviews the AI-drafted response, edits as needed and approves it for sending. No AI response leaves the system without human sign-off.

Evidence: agent approval logged with reviewer identity, edit delta and send timestamp
5
Resolution confirmed

The client confirms the issue is resolved or the ticket is closed after the defined resolution window. The resolution is recorded against the client record.

Evidence: resolution logged with close method, time-to-resolution and agent identity
6
CSAT collected

A satisfaction survey is sent to the client through the portal. Responses are recorded and aggregated per agent, queue and ticket type.

Evidence: satisfaction score recorded with client identity, ticket reference and submission time

How governed AI helps

AI does the time-consuming first pass. Humans make the decisions. Every AI action is logged so you can prove what happened and why.

Triage

AI classifies ticket type, urgency and routing automatically. High-urgency and compliance-sensitive tickets are flagged for immediate human attention.

Draft responses

AI drafts a response using ticket context, client history and a library of approved resolutions. Drafts are suggestions — agents always approve before sending.

Detect patterns

AI monitors ticket volume, issue categories and resolution rates to surface recurring problems before they escalate into systemic issues.

Every AI action is logged

The AI action log gives you a complete record of what the AI did, when, why and what the human decided afterward. This is what governed AI looks like in practice.

2026-05-21 09:14:02 TRIAGE Ticket #8841 categorized as "Billing Query / Medium urgency" — routed to billing queue
2026-05-21 09:14:03 DRAFT Response draft generated for Ticket #8841 — confidence 0.87 — awaiting agent review
2026-05-21 09:21:44 APPROVED Agent j.reed approved draft with minor edits — response sent to client
2026-05-21 09:22:01 PATTERN 5 billing queries in 24h — anomaly flagged for supervisor review

See AI-assisted support

Book a demo to see how governed AI accelerates support workflows without removing human accountability.