An agentic CRM uses AI agents to carry out marketing and customer service tasks within human-defined strategies and guardrails, rather than waiting for manual instructions. The page explains how unified customer data, personalization, and continuous learning support this approach, and how it differs from a traditional CRM.
Human oversight: Teams set strategy and guardrails while AI agents prepare campaigns and flows for approval and optimize performance over time.
Unified customer data: Customer profiles combine browsing behavior, purchases, support requests, and channel preferences to inform personalized marketing and service.
Always-on support: AI customer service agents answer questions, track orders, process returns, and recommend products around the clock.
Klaviyo agents: Klaviyo’s Composer and Customer Agent work from the same real-time customer data across marketing and customer service.
An agentic CRM uses AI agents to autonomously manage marketing and customer service tasks. Whereas traditional CRMs store and unify data and wait for you to take action, an agentic CRM actively works on your behalf: planning campaigns, responding to customers, and optimizing performance, all within the strategy and guardrails you set.
With an AI marketing agent and AI customer service agent taking action on your behalf, an agentic CRM is a system that learns from your data, adapts based on performance and learnings, and constantly improves over time.
Agentic CRM vs. traditional CRM
A traditional CRM stores customer records, logs interactions, runs marketing and customer service, and generates reports, but it waits for you to tell it what to do next. You build the segments and flow logic, create the marketing assets, and schedule the sends, and your human team manages customer service in the system.
An agentic CRM works differently. An AI marketing agent identifies opportunities, drafts content based on your brand voice and prompts, presents ready-to-launch campaigns and flows for your approval, and optimizes performance over time. An AI customer agent, meanwhile, handles customer inquiries ranging from product recommendation questions to “where is my order?” tickets.
Agentic AI that can act autonomously means your people spend less time starting from scratch and more time focusing on the work and interactions that really move the needle.
Key features of an agentic CRM
An agentic CRM combines intelligent automation with your customer data to deliver more relevant experiences, more consistently. Here are the core capabilities that make it work:
Unified customer profiles: Every interaction a customer has with your brand feeds into a single profile that captures their browsing behavior, purchase history, support requests, and marketing channel preferences, giving both your human teams and your AI agents the context they need to personalize each touchpoint.
AI agents for marketing: An AI marketing agent drafts on-brand campaigns and flows complete with copy, creative, segments, and timing recommendations, all based on your customer data and within the brand guidelines and content guardrails you set.
AI agents for customer service: An AI customer service agent responds to questions, tracks orders, processes returns, and recommends products across web chat, text messages, email, and WhatsApp. Trained on your storefront and policies, it delivers accurate, on-brand responses, 24/7/365.
1:1 personalization: When the AI agents built into your CRM have access to your customer data, brand context, and product catalog, they can personalize content, channel mix, timing, and support conversations to each individual subscriber. An agentic CRM with built-in predictive analytics stores predictions about customer lifetime value, next best product, and churn risk directly in customer profiles, then makes smart recommendations accordingly.
Continuous learning: An agentic CRM tracks what's working, adapts to seasonality and trends, and refines targeting and messaging over time. Every outcome feeds back into the system, so every decision is smarter than the last.
Benefits of an agentic CRM
An agentic CRM changes how you manage customer relationships with AI agents for marketing and customer service that automate repetitive tasks while keeping you in control of strategy. Here are the key advantages:
Faster time to market: An AI marketing agent generates marketing assets faster than manual processes allow. Drafting, designing, and scheduling goes much faster, and AI routes everything to you for review where it matters.
24/7 customer support: An AI customer agent handles customer questions around the clock, without requiring a human on every interaction. Shoppers get help when they need it, whether that's 2 a.m. on a Tuesday or during your busiest sales weekend.
Personalization without the manual work: An agentic CRM’s unified customer profiles give both AI agents and human team members the context they need to reflect individual preferences, behaviors, and history in messages and responses, without building each one manually.
More time for strategy: When AI handles repetitive tasks like writing subject lines, answering common questions, and optimizing send times, your team can focus on creative direction and the decisions that matter most.
Klaviyo is the AI agent-first operating system for B2C. Customer profiles, marketing channels, and agentic AI all run on the same real-time customer data, so Composer, your AI marketing agent, and Customer Agent both work from what your customers actually bought, browsed, and asked about.
Get from idea to live, faster, with Klaviyo Composer.
# What is an Agentic CRM? - Klaviyo
## What is an agentic CRM?
An [agentic CRM](https://www.klaviyo.com/platform) uses AI agents to autonomously manage marketing and customer service tasks. Whereas traditional CRMs store and unify data and wait for you to take action, an agentic CRM actively works on your behalf: planning campaigns, responding to customers, and optimizing performance, all within the strategy and guardrails you set.
With an [AI marketing agent](https://www.klaviyo.com/composer) and [AI customer service agent](https://www.klaviyo.com/solutions/ai/customer-agent) taking action on your behalf, an agentic CRM is a system that learns from your data, adapts based on performance and learnings, and constantly improves over time.
## Agentic CRM vs. traditional CRM
A traditional CRM stores customer records, logs interactions, runs marketing and customer service, and generates reports, but it waits for you to tell it what to do next. You build the segments and flow logic, create the marketing assets, and schedule the sends, and your human team manages customer service in the system.
An agentic CRM works differently. An AI marketing agent identifies opportunities, drafts content based on your brand voice and prompts, presents ready-to-launch campaigns and flows for your approval, and optimizes performance over time. An AI customer agent, meanwhile, handles customer inquiries ranging from product recommendation questions to “where is my order?” tickets.
[Agentic AI](https://www.klaviyo.com/solutions/ai) that can act autonomously means your people spend less time starting from scratch and more time focusing on the work and interactions that really move the needle.
## Key features of an agentic CRM
An agentic CRM combines intelligent automation with your customer data to deliver more relevant experiences, more consistently. Here are the core capabilities that make it work:
- **Unified customer profiles:** Every interaction a customer has with your brand feeds into a [single profile](https://www.klaviyo.com/features/customer-profiles) that captures their browsing behavior, purchase history, support requests, and marketing channel preferences, giving both your human teams and your AI agents the context they need to personalize each touchpoint.
- **AI agents for marketing:** An AI marketing agent drafts on-brand campaigns and flows complete with copy, creative, segments, and timing recommendations, all based on your customer data and within the brand guidelines and content guardrails you set.
- **AI agents for customer service:** An AI customer service agent responds to questions, tracks orders, processes returns, and recommends products across web chat, text messages, email, and WhatsApp. Trained on your storefront and policies, it delivers accurate, on-brand responses, 24/7/365.
- **1:1 personalization: **When the AI agents built into your CRM have access to your customer data, brand context, and product catalog, they can personalize content, channel mix, timing, and support conversations to each individual subscriber. An agentic CRM with built-in predictive analytics stores predictions about customer lifetime value, next best product, and churn risk directly in customer profiles, then makes smart recommendations accordingly.
- **Continuous learning:** An agentic CRM tracks what's working, adapts to seasonality and trends, and refines targeting and messaging over time. Every outcome feeds back into the system, so every decision is smarter than the last.
## Benefits of an agentic CRM
An agentic CRM changes how you manage customer relationships with AI agents for marketing and customer service that automate repetitive tasks while keeping you in control of strategy. Here are the key advantages:
- **Faster time to market:** An AI marketing agent generates marketing assets faster than manual processes allow. Drafting, designing, and scheduling goes much faster, and AI routes everything to you for review where it matters.
- **24/7 customer support:** An AI customer agent handles customer questions around the clock, without requiring a human on every interaction. Shoppers get help when they need it, whether that's 2 a.m. on a Tuesday or during your busiest sales weekend.
- **Personalization without the manual work:** An agentic CRM’s unified customer profiles give both AI agents and human team members the context they need to reflect individual preferences, behaviors, and history in messages and responses, without building each one manually.
- **More time for strategy:** When AI handles repetitive tasks like writing subject lines, answering common questions, and optimizing send times, your team can focus on creative direction and the decisions that matter most.
Klaviyo is the AI agent-first operating system for B2C. Customer profiles, marketing channels, and agentic AI all run on the same real-time customer data, so [Composer, your AI marketing agent](https://www.klaviyo.com/composer), and [Customer Agent](https://www.klaviyo.com/solutions/ai/customer-agent) both work from what your customers actually bought, browsed, and asked about.
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