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A WhatsApp-first inbox where an AI agent answers routine questions and hands the conversation to your team when a person is needed.
AI operationsIn development
Demo data
AI agents & automation
Practical AI engineering for businesses in Malaysia: assistants, knowledge retrieval and workflow automation with clear human oversight. We start with the operation, then choose the model and integration that fit.
Agents that work inside your existing channels, with a person in charge.
- AI assistants and supervised agent workflows
- Retrieval over knowledge the business owns
- WhatsApp and business tool integrations
- Evaluation, failure handling and human handover
Questions we ask first
They make the important decisions visible early and give the first step a clear way to be checked.
- Which decisions need a person?
- What knowledge can the system use?
- How will we know a result is useful?
