Answer repeatable questions
Use approved service, product and policy information for common customer questions.
- Product and service information
- FAQs and routine guidance
- Grounded responses
AI Customer Support Automation
Let the assistant answer the repeatable question—and stop when the case needs a person.
The useful part of support automation is not “deflect every ticket.” It is answering common questions from approved information, remembering the conversation, and handing exceptions to an agent without making the customer start again.
AI Customer SupportKnowledge connected
Operational viewIllustrative solution interface
CustomerCan you explain your SAP staffing service?
The assistant identifies the request and retrieves approved service information.
AI responseAnswer from approved business information
Routine information can be answered without pretending an action has happened.
EscalationHuman review when needed
Uncertain, sensitive or action-oriented requests can move to a person.
Question→Retrieve→Answer / Handoff
Support workflow
Use questions your support team already knows how to answer.
Product information, policies and routine service questions are often good candidates. Refund approvals, account changes, unusual exceptions and anything that needs judgement should have an explicit human or system workflow.
Keep context across follow-ups
Customers should not have to repeat the topic every time they ask a related question.
- Conversation continuity
- Intent and topic context
- Relevant knowledge
Escalate with purpose
When uncertainty, approval or judgement matters, move the conversation to a person with context intact.
- Human handoff
- Agent context
- Controlled action boundary
Pilot design
Prove the top support questions before adding complexity.
Keeping the pilot narrow makes it easier to verify knowledge quality, conversation behaviour, handoff rules and the experience for both customers and agents.
Top questions
Identify the repeatable customer requests worth automating.
Approved knowledge
Map the source information the assistant may use.
AI response
Generate a useful answer from relevant evidence and context.
Human path
Define uncertainty, sensitivity and approval boundaries.
Learn from usage
Use recurring questions and knowledge gaps to improve support.
Human control
Automation should make the support team more effective, not hide uncertainty.
The assistant should be clear about what it knows, what it does not know and when a business action needs an authorised workflow rather than a generated sentence.
InformationAnswer from approved knowledge when evidence is sufficient.
JudgementRoute ambiguous, sensitive or exception-heavy cases to a person.
ActionsOnly state that an action succeeded after the underlying workflow has actually completed.
First pilot
Bring the questions your team answered last week.
With a real set of questions and the source material your agents use today, we can see what the assistant can answer, what it should ask next and where it must hand off.