Approved knowledge
Services, policies and frequently changing business information.
AI WhatsApp agent
The sales deskthat neverkeeps you waiting.
Answers, approved actions and a human handoff. One connected conversation.
The constraint
The question was not “can AI reply?”
Can the business respond without losing its judgment?
A useful agent cannot simply produce convincing language. It needs approved knowledge, live operational context, permission to take specific actions—and a disciplined way to stop when a person should decide.
- Type
- AI agent / Workflow automation
- Surface
- Connects to
- CRM / Orders / Calendar / Knowledge
- Human role
- Judgment and exceptions
Try the pattern
A conversation is only the surface
Ask. Retrieve. Act. Escalate.
Change the scenario to see how the same agent can answer from live information, take a routine action or pass judgment to a human with the context intact.
Agent / Online
Fictionalised demonstrationToday / 16:42
Behind the conversation
The interface is the smallest part
A message becomes an operating sequence.
- 01Message arrivesNatural language, voice note or image
- 02Context is foundCustomer, order and conversation history
- 03Rules are appliedApproved data, permissions and business logic
- 04Action is takenAnswer, booking, update or internal task
- 05Exception is handed offA person receives the context—not a blank chat
Designed boundaries
The agent knows what it is allowed to know.
Explicit permissions
Book, retrieve, update or notify only within agreed rules.
Human judgment
Commercial exceptions, sensitive decisions and low-confidence requests.
The intended outcome
Customers get movement. The team keeps control.
Routine demand no longer waits in a queue. People step in where relationships, negotiation or judgment make them valuable—not to repeat information the business already knows.
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We’ll help you find the system.
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