Conversational channel automation
AI agents for WhatsApp
WhatsApp often concentrates sales, support and scheduling. RAIKNOW implements agents that organize the channel as part of an operating workflow, not as loose replies.
Implement AI agents for WhatsApp to answer inquiries, qualify leads, organize conversations and escalate to humans.
What it is and what it solves
An AI agent for WhatsApp handles incoming conversations, identifies intent, answers with approved information, records data and escalates to a person when the conversation requires it. It turns WhatsApp into a measurable and supervised business channel.
Who it is for
- businesses with overloaded WhatsApp inboxes
- teams losing leads because response is delayed
- clinics and services coordinating appointments by chat
- companies that need to classify and record conversations
Tasks it automates
- first response after hours
- FAQs about services, requirements or next steps
- lead qualification
- initial scheduling coordination or handoff
- summary and escalation to humans
How it works
- 1We map the workflow, channels, frequent questions and agent boundaries.
- 2We train the agent with company information and define escalation rules.
- 3We connect it to channels such as WhatsApp, web, email, CRM, spreadsheets or calendar depending on scope.
- 4We launch a controlled pilot, measure conversations and improve responses every week.
Example workflow
- 1A person writes on WhatsApp asking about a service, price or availability.
- 2The agent asks key questions and detects whether the case is sales, support, scheduling or a complaint.
- 3It answers with validated information, records the case and suggests the next step.
- 4If the case needs intervention, it transfers context to the team with a conversation summary.
Metrics you can measure
- WhatsApp response time
- conversations handled
- leads qualified by channel
- appointments or meetings generated
- cases escalated correctly
Related pages
Frequently asked questions
How do AI agents work with WhatsApp?
They work as a conversational layer connected to a company process. The agent answers messages, asks questions, records information and escalates to humans based on defined rules.
Can it work outside business hours?
Yes. It can provide first response 24/7, capture data and prepare cases for the human team when they are available.
What is the difference between a WhatsApp bot and an AI agent?
A WhatsApp bot usually follows fixed options. An AI agent can understand open messages, ask for data, classify intent, record information and escalate to humans with context.
Does an AI agent replace the person handling WhatsApp?
Not necessarily. It can cover first response, organization and follow-up while humans handle decisions, complex sales, complaints or exceptions.
How do you control an AI agent on WhatsApp?
We define approved messages, response limits, handoff criteria and conversation review. The agent can also be restricted in what actions it can perform without human approval.
Organize WhatsApp with a supervised agent
We define the workflow, approved messages, escalation criteria and metrics for your highest-volume channel.