AI chatbots and customer service
Automated service that understands context and knows when to hand off.
I build website and WhatsApp assistants that answer questions, collect information, qualify leads and connect service to operations.
When it makes sense
For teams repeating answers and losing context.
What can be included
A conversation connected to the business.
The chatbot does not have to be just a text box. It can participate in a real service and operations workflow.
Knowledge base
Organization and secure connection to content approved by the company.
Service workflows
Questions, data collection, qualification, routing rules and clear boundaries.
Channels and integrations
Website, WhatsApp and connections to APIs, CRM, calendar or other systems when applicable.
Monitoring and evolution
Logs, feedback, answer review and continuous improvement after launch.
Expected outcome
More availability without losing accountability.
- 01Answer recurring questions consistently
- 02Collect information before human service
- 03Route cases with context to the right team
- 04Identify recurring questions and opportunities
FAQ
Chatbot questions
Does the chatbot replace the team?+
The usual goal is to absorb repetitive tasks and prepare context. Sensitive situations, exceptions and important decisions continue to be routed to people.
Can it use company documents?+
Yes. Content needs to be selected, organized and managed with access and update rules appropriate to the project.
Does it work on WhatsApp?+
It can, provided the integration, provider and channel rules are properly defined.
How do you prevent incorrect answers?+
With clear scope, controlled sources, validation, response boundaries, human handoff and continuous monitoring. No serious chatbot should be sold as infallible.
Let’s identify where automated conversation creates real value.
Explain how service works today, which questions repeat and which systems need to participate.