AI automation connects a trigger, business information, an AI decision or draft, and a useful action. The strongest systems are narrow, observable and designed with a clear handover to a person.
A message arrives, a form is submitted, a deadline approaches or a record changes.
Classify, summarise, extract, draft or recommend within defined limits.
Update a record, notify a person, prepare a response or create a report.
Choose tasks with repeatable inputs and a clear correct outcome. Highly emotional, legal, medical or irreversible decisions require stronger human review and may be unsuitable for full automation.
A business workflow may involve WhatsApp, spreadsheets, mobile money, paper documents and intermittent internet. Automation should fit the tools people actually use rather than force a complex foreign process.
Map the old process before building. Test with historical examples, then run the new workflow alongside the old one. Expand only after error types and escalation paths are understood.
No. A chatbot is one interface. Automation may work behind forms, spreadsheets, email, WhatsApp, internal systems or scheduled reports.
High-impact decisions involving rights, employment, credit, health, legal obligations or significant payments require appropriate human oversight and governance.
Cost depends on message volume, integrations, model usage and support. Begin with a small measured pilot and request transparent recurring-cost estimates.
Important policy and institutional facts in this guide are grounded in the following official sources.
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