Customer service / 23 workflow briefs

AI customer service use cases

One issue can cross a call, an inbox and a chat before anyone has the full picture. Connect the case history, prepare the next response and give every unresolved task a visible owner.

Workflow possibilities for a diagnostic. Scope, feasibility and approvals are agreed for your systems before a build begins.

A practical first step

Bring one real example.

Bring a resolved ticket, the help material used to answer it and an example escalation. Define the actions an agent may prepare, the actions it may take and the exceptions a supervisor must review.

Workflows to scope with your team

01Link to this workflow

Support request resolution

The workflow
Read incoming tickets with account context and help articles, draft the next response and prepare permitted service tasks.
Human approval
The support lead defines actions and reviews consequential exceptions.
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02Link to this workflow

Voice support intake

The workflow
Capture a caller's request, retrieve relevant service information and prepare a handover with the details already collected.
Human approval
A service agent handles identity exceptions and consequential decisions.
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03Link to this workflow

Customer setup coordination

The workflow
Translate an agreed onboarding plan into setup tasks, reminders and a shared list of unresolved customer questions.
Human approval
The account owner confirms readiness before marking onboarding complete.
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04Link to this workflow

Customer service chatbot

The workflow
Answer routine service questions from an approved knowledge base and pass unresolved conversations to a named support queue.
Human approval
Support owns the answer library and approves account changes.
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05Link to this workflow

Recurring issue investigation

The workflow
Group related support cases, compare incident records and prepare possible causes with supporting evidence and unresolved questions.
Human approval
The service or engineering owner confirms the cause and remedy.
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06Link to this workflow

Conversation feedback themes

The workflow
Summarise expressed satisfaction and recurring concerns in support conversations, retaining examples for the team to inspect.
Human approval
The service lead validates themes before acting on them.
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07Link to this workflow

Post-service survey follow-up

The workflow
Prepare satisfaction surveys after completed service interactions and connect responses to the relevant case history.
Human approval
The support owner approves survey rules and follow-up wording.
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08Link to this workflow

Customer story coordination

The workflow
Track customers who have agreed to share feedback, prepare interview prompts and collect approved material into a story draft.
Human approval
The customer and account owner approve all public use.
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09Link to this workflow

Support escalation watch

The workflow
Track repeated contacts, missed service deadlines and explicit escalation requests to prepare a supervisor review queue.
Human approval
The service lead confirms urgency and escalation handling.
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10Link to this workflow

Support call handover notes

The workflow
Turn a permitted call transcript into a draft issue summary, agreed actions and unresolved questions linked to the case.
Human approval
The service agent checks the summary before saving it.
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11Link to this workflow

Ticket queue organisation

The workflow
Compare incoming tickets with agreed urgency and routing rules, flagging unclear cases and approaching deadlines.
Human approval
Support supervisors approve priority exceptions and ownership changes.
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12Link to this workflow

Customer retention review

The workflow
Bring unresolved service issues, renewal dates and explicit customer concerns into an account review queue.
Human approval
Account managers assess retention concerns and approve interventions.
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13Link to this workflow

Support task orchestration

The workflow
Turn an approved case plan into internal service tasks, track completion and prepare the next handover when dependencies clear.
Human approval
Support owns permitted actions and approves consequential changes.
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14Link to this workflow

Chat agent answer preparation

The workflow
Retrieve current help material during an agent-led chat and suggest a referenced response with relevant case details.
Human approval
The support agent checks and sends the reply.
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15Link to this workflow

Support experience trend reporting

The workflow
Compare aggregate feedback themes across periods and channels, preserving examples and limitations in the analysis.
Human approval
The service lead validates trends before changing policy.
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16Link to this workflow

Refund approval preparation

The workflow
Match a refund request with order history, policy and supporting evidence, then route it to the named approver.
Human approval
An authorised owner approves the refund and payment release.
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17Link to this workflow

Support knowledge suggestions

The workflow
Find relevant approved help articles for a ticket and flag cases where no current guidance resolves the issue.
Human approval
Support agents validate answers and editors approve new guidance.
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18Link to this workflow

Service incident updates

The workflow
Convert approved incident notes into draft status updates for affected customers, keeping uncertain recovery times explicit.
Human approval
The incident owner approves each update and recovery statement.
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19Link to this workflow

Support quality review

The workflow
Sample permitted support records against an agreed checklist and present specific examples for a supervisor review.
Human approval
Supervisors make quality assessments and coaching decisions.
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20Link to this workflow

Cross-channel case coordination

The workflow
Connect related email, chat and phone contacts into a proposed case timeline, exposing uncertain identity matches.
Human approval
Support verifies matches and approves merged records.
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21Link to this workflow

Priority account service preparation

The workflow
Bring a priority customer's agreed service terms and open issues into an owner brief with outstanding commitments.
Human approval
The account lead confirms priority and authorises service exceptions.
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22Link to this workflow

Warranty evidence checks

The workflow
Compare a warranty request with purchase records, product details and published terms, listing missing evidence.
Human approval
Authorised service staff decide coverage and the remedy.
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23Link to this workflow

Support operations reporting

The workflow
Reconcile ticket volume, response measures and unresolved cases into a regular service report with clear metric definitions.
Human approval
Support operations approves figures and improvement actions.
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Make it yours

Start with the work that keeps coming back.

Bring one repeated task, the systems it touches and the person who approves the result. We will map the handovers, check the evidence and scope a workflow around your team.