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Efficient automated service with human support on demand: the Le Consultant case

Le Consultant implemented an assistant on WhatsApp for professional automated support, with integration for human assistance in specific cases.

SaaS suporte técnico atendimento automático WhatsApp interpretação de mídias suporte humano

Purpose and outcome: Improved support efficiency, with quick responses to frequent questions and human support available for cases that require detailed analysis, increasing customer satisfaction.

How The Consultant structured this operation on WhatsApp.

The Consultant operates in the SaaS and technical support sector, aiming to improve customer service via WhatsApp with automated responses and human support for complex cases. Automate initial handling of common inquiries while retaining the option to transfer to human agents for specific situations.

The assistant automatically replies to inquiries in a professional and direct tone. When the customer requests human support, expresses dissatisfaction, asks for special negotiation, or asks questions that require internal review, the case is escalated to a human agent. The system also interprets images, audio, and links submitted by the customer.

01 Efficient automated support
02 On-demand human support
03 Interpretation of media uploaded by the customer
04 Automatic email notifications and summaries

The strategy of Multimodal AI applied to the company's objective.

See how challenge, setup, and features connect to transform conversations into a customer service, sales, marketing, or support operation.

Ensure efficient automated support that answers common questions and correctly identifies when escalation to a human is necessary, without compromising support quality. Configure the assistant with a professional tone and enable human-transfer triggers for service requests, dissatisfaction, complex questions, and technical issues. Implement media interpretation capabilities to enrich support via WhatsApp.

How the flow of Multimodal AI works on WhatsApp.

Follow the steps used by the company and understand where AI, data, and the team fit into the journey.

01
Respostas automáticas para dúvidas comuns Entry point of the journey configured by the company.
02
Triggers for transfer to human support Step connected to the objective and the conversation history.
03
Image, audio and link interpretation Step connected to the objective and the conversation history.
04
Sending notifications and email summaries after service Step connected to the objective and the conversation history.

Next steps for this operation.

Importance of properly configured triggers to ensure service quality

Value of human support in complex cases

Benefits of multimedia interpretation for understanding requests

Need for continuous monitoring for adjustments

Evaluate integrating new modules to expand the assistant's functionality and continuously monitor performance to fine-tune the customer experience.

Want to set up a similar operation on your company's WhatsApp Business?

Use this use case as a reference to combine AI agents, company data, automations, and human oversight according to your operation's goals.

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