Sales automation on WhatsApp with AI agents
Conversational application developed to automate customer service and commercial qualification stages on WhatsApp, maintaining context, consistency, and continuity throughout the journey.

The challenge
The commercial process concentrated a large volume of digital interactions with potential customers. Answering questions, identifying intent, collecting information, and leading each contact to the next stage depended on manual intervention, which limited scale, response speed, and service standardization.
The solution developed
CISP1 developed an AI agent integrated with WhatsApp to conduct commercial conversations in natural language. The application interprets the context of each interaction, identifies user intent, responds based on authorized information, and asks qualification questions according to the stage of the conversation.
This agent was trained with the conversation history of the best salespeople and commercial documents from this client.
How the application works
- Receives the message and identifies the intent and context of the conversation.
- Consults the business information made available to the agent.
- Conducts qualification questions and clarifies recurring doubts.
- Organizes data and records the relevant history of the interaction.
- AI agents were integrated with client applications and external sites (Banks) to consult information, register information, and generate contracts automatically.
Value for the operation
- Expands service capacity without a proportional increase in operational effort.
- Standardizes qualification stages and information collection.
- Reduces repetitive activities performed by the commercial team.
- Improves continuity between automated service and human action.
Capabilities applied
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