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Madvert Labs

AI Agents

AI Agents. Instant Replies. Consistent Qualification. People Where It Matters.

AI agents from Madvert Labs are task-specific assistants that answer enquiries, qualify leads, book appointments or prepare reports inside a business's existing tools, with human review where it matters.

AI agents belong to CRM and Automation because an agent is only useful when it is connected to the pipeline, the calendar and the team that takes over. Madvert Labs scopes each agent to a specific job, sets clear limits on what it can say and do, and keeps a person in the loop for decisions that carry risk.

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Who this is for

Who AI agents are for

A good fit

  • Businesses whose leads wait hours for a first reply because the team is busy, offline or in another time zone.
  • Sales teams that spend a large part of the day asking the same qualifying questions.
  • Businesses receiving enquiries on WhatsApp and website chat outside working hours.
  • Teams that compile the same weekly report by hand from several tools.

Probably not the right fit

  • Processes that are not defined yet. Automation should remove friction, not automate confusion, so the process is fixed first.
  • Decisions with legal, medical or financial consequences that should not be made without a qualified person.

The problem

Interest has a temperature

Interest has a temperature, and most systems let it cool. A lead who enquires in the evening and hears back the next afternoon may already have spoken to a competitor.

Hiring more people to reply faster is expensive and still leaves gaps at night, at weekends and during busy periods. Basic chatbots fill the gap badly, with rigid menus that frustrate the people they were meant to help.

A well-scoped AI agent responds straight away, asks qualifying questions in natural language, books the next step and hands over to a person with the full context. The best response time should not depend on who is online.

How it works

How an AI agent is designed and launched

  1. Step 1: Choose the job

    Pick one job the agent will do well, such as first response and qualification, and define what a successful conversation looks like.

  2. Step 2: Map the conversation and rules

    Write down the questions, the answers the agent may give, the details it must collect and the moments it must hand over to a person.

  3. Step 3: Prepare approved knowledge

    Give the agent only approved information about services, policies and availability, so answers stay accurate and on brand.

  4. Step 4: Connect the tools

    Connect the agent to channels such as WhatsApp, website chat or email, and to the CRM and calendar, so conversations, answers and bookings are recorded.

  5. Step 5: Test with real scenarios

    Test against real past enquiries, edge cases and difficult questions before launch, and adjust the rules wherever the agent gets it wrong.

  6. Step 6: Launch with review

    Launch with conversation reviews and clear escalation, then improve the agent from what real conversations show.

Scope

What is included in AI agents

Included

  • Use case selection and conversation design
  • Knowledge base preparation from approved information
  • Agent build and configuration
  • WhatsApp, website chat and email connection
  • CRM, pipeline and calendar integration
  • Human hand-off and escalation rules
  • Testing against real scenarios
  • Conversation review and ongoing improvement

Not included

  • Replacing the sales team. Agents respond and qualify so the team spends its time on the conversations that matter.
  • Agents that commit to prices, discounts or contract terms without approval rules agreed with the business.
  • Launching an agent that has not been tested against real scenarios.
  • Collecting more personal data than the job needs.

Examples

Examples of AI agents, from lead response to reporting

  • A WhatsApp lead response agent

    Replies to new enquiries straight away, asks about requirement, location, budget and timeline, and books qualified leads into the calendar.

  • A website enquiry assistant

    Answers common questions about services and process from approved information, and passes complex questions to the team with the conversation attached.

  • A booking and reminder agent

    Confirms appointments, sends reminders and handles reschedule requests, updating the CRM automatically.

  • A weekly reporting agent

    Pulls figures from the ad platforms and the CRM each week and prepares a summary for the team to review before it is shared.

Common questions

AI agents: common questions

What is an AI lead response agent?

An AI lead response agent is an AI agent whose job is to reply to new enquiries straight away, on channels such as WhatsApp or website chat, ask the agreed qualifying questions, book the next step and hand the conversation to a person with the details attached. Lead response is often a sensible first agent, because a slow first reply lets a buyer's interest cool.

Will AI agents replace our sales team?

No. AI agents respond instantly, qualify consistently and keep follow up moving, so the sales team spends its time on the conversations that matter.

What happens when the agent does not know the answer?

The agent is set up to say so and hand over to a person, with the conversation and collected details attached. Hand-off rules are agreed before launch, including topics the agent should never answer.

Which tools can AI agents work with?

Agents can connect to channels such as WhatsApp, website chat and email, and to CRMs such as GoHighLevel or HubSpot, calendars and booking tools, directly or through tools like Zapier, Make or n8n.

How is customer data handled?

Each agent is designed to access only the information its job needs and to record conversations in the business's own systems, such as the CRM. Data handling is agreed with the business before launch, in line with the privacy rules that apply to it.

How do we know the agent is working?

Through response time, qualification rate, bookings made, hand-off rate and regular reviews of real conversations. These measures are agreed before launch.

Related resources

Free resources from the Madvert Vault

Your Marketing Worked Hard to Create the Lead. Make Sure Someone Replies.

We will map what happens after an enquiry arrives and where an agent would make the biggest difference.
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