Separate answers from actions
A chatbot is a conversational interface. An AI agent is generally designed to pursue a task using permitted tools, potentially taking several steps. The labels overlap across products, so assess the behaviour rather than the marketing name. Ask what information the system reads, what it can change and who checks the result.
A support assistant that explains an approved returns policy has a different responsibility from one that issues a refund. The second needs permission boundaries, transaction checks and a clear approval process. Adding actions changes the operating design even if the conversation looks identical.
Match the design to the job
Begin with the smallest useful capability. If customers repeatedly ask about opening hours, a clear website page may solve the problem. If employees cannot find current policies, a source-linked knowledge assistant may help. If a process has predictable steps, a conventional workflow may be easier to operate than an agent.
Use an agent when navigating variable inputs and selecting among bounded tools adds value. Define the tools narrowly: look up a booking, prepare an update for approval or create a draft task. Avoid giving a broad administrative account simply because it makes a demonstration easier.
Questions for a proposal
- Can the assistant identify the source of an answer?
- Which actions are reversible, and which require approval?
- What happens when an integration is unavailable?
- Can a person see the conversation and resume the work?
- How will incorrect answers and unintended actions be measured?
Plan the human handoff
An assistant should pass context to a person, not force the customer to repeat everything. Decide what the handoff record contains and which queue receives it. Test requests outside the assistant’s remit as deliberately as successful examples.
Vida’s AI Agents & Automation service starts with the task and its consequences. A useful design may combine a searchable knowledge base, a conversational interface and straightforward workflows. The name matters less than whether staff can understand, supervise and support the resulting service.
Put this into practice
Keep reading
An AI-assisted practical guide prepared for Vida ICT Solutions. Examples are illustrative; this article does not report a client engagement.
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