Customer-service reply drafts
AI can read a customer message, search a knowledge base, draft a reply, and mark whether human review is required. This works well for price questions, booking rules, warranty details, logistics, and product usage.
High-risk issues such as refunds, complaints, contracts, quotations, or personal data should be routed to a person.
Form routing and lead summaries
When a website form is submitted, AI can summarize the request, classify the need, estimate urgency, and notify the right owner through LINE, Email, CRM, or a task tool.
This reduces the time between form submission and first response. It also helps sales or consulting teams see the context before contacting the lead.
Report summaries and anomaly alerts
Managers often review sales, support, advertising, or inventory data every week. AI can put data into a fixed format, summarize movement, highlight anomalies, and produce a list of items to verify.
AI should not make business conclusions alone. It should present observations and questions for the responsible person to confirm.
Knowledge-base search
SOPs, contract terms, admin processes, and training documents can become a searchable internal entry point. Good implementations include source references, permission rules, and a maintenance process for updating answers.
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