What is an agentic CRM and how does it differ from AI features?

An agentic CRM is a customer relationship management system where AI agents carry out tasks on their own, such as answering customers, updating records, and resolving cases, instead of only suggesting what a person should do. Salesforce describes its Agentforce agents as autonomous applications that execute specialized tasks for employees and customers. As of October 2026, Salesforce lists usage pricing of $2 per conversation, or $0.10 per action.

This definition is our synthesis of what vendors describe. There is no single official standard for the term, so treat it as a working label and read each vendor's own documentation.

What is the difference between an AI agent and a standard AI feature?

A standard AI feature suggests. An agent acts.

A suggestion tool might draft an email and wait for you to press send. An agent is built to take the next step itself.

Salesforce says its agents use large language models to understand context, reason about next steps, and act autonomously. Those three verbs are a useful test when you compare products:

• Understand context: does it read the customer's message and the record behind it?
• Reason about next steps: does it choose what to do, or does it follow one fixed rule?
• Act: does it complete the task, or hand you a draft?

If a product only does the first two, it is an AI assistant. If it also completes the task, it is an agent.

What do Salesforce and Microsoft say their agents can do?

Salesforce says Flex Credits can pay for actions such as updating customer records, automating workflows, and resolving cases. That is the clearest published list of what its agents are billed for doing.

Microsoft frames agents around credits. It says Dynamics 365 Customer Service offers pay-as-you-go Copilot Credits for running agents, with no upfront license commitment.

Microsoft also says agents built on Copilot Studio for Teams, SharePoint, and Microsoft 365 Copilot are included with a Microsoft 365 Copilot user license at no additional charge.

We are limiting this article to Salesforce and Microsoft because those are the vendors whose agent descriptions and prices we could confirm. For a wider price comparison, see our AI CRM page.

How much does an agentic CRM cost?

Agent pricing is usage based, so your bill depends on how much work the agent does. Here are the Salesforce numbers as of October 2026.

Salesforce Agentforce item	Listed price
Flex Credits	$500 for 100,000 credits
One action	20 Flex Credits, or $0.10
One conversation	$2
Company-wide deployment	$5 per user per month, Flex Credits required
Per-user plan	Starting at $125 per user per month

Sources: Salesforce Help: Agentforce Pricing for credits, actions, and conversations, and Salesforce Agentforce Pricing for the per-user figures.

The math checks out: 100,000 credits divided by 20 credits per action is 5,000 actions, and 5,000 times $0.10 is $500.

Salesforce also says customers on Enterprise Edition or above can receive 100,000 Flex Credits through Salesforce Foundations at no additional charge. It states that Agentforce can be started for free through Salesforce Foundations.

What does Microsoft charge?

Microsoft says pay-as-you-go billing charges only for Copilot Credits consumed at the end of the monthly billing period. It also says its pre-purchase Copilot Credit plan can save up to 20 percent compared with the relevant alternative.

Two more details from Microsoft's Dynamics 365 Sales page: Sales Premium includes 1,000 Copilot Credits per license, and pay-as-you-go setup requires an active Azure subscription linked to the environment. If you do not already have Azure, add that step to your setup time.

What would this look like for a small business?

These are illustrations using the Salesforce rates above, not quotes. Your real cost depends on edition, contract, taxes, and volume.

• Per conversation: 120 customer chats a month at $2 each is $240.
• Per action: if the same 120 chats each trigger 4 actions, that is 480 actions at $0.10, or $48.
• Per user: 10 staff at $5 per user per month is $50, plus Flex Credits. At $125 per user per month, the same 10 staff cost $1,250.

Which meter applies to your use depends on how the vendor sets up your account, so ask for it in writing before you commit.

Where is human approval still required?

The documentation we cite confirms one hard handoff. Salesforce says agents can escalate issues beyond their scope to human agents.

No source we cite sets a general legal or technical rule that a person must approve every agent action. That means approval is mostly a policy you choose.

A practical starting policy for a small business:

1. Let the agent act alone on low-risk tasks, such as logging a call note or updating a contact's phone number.
2. Require a person for anything involving money, such as refunds, discounts, or changed quotes.
3. Require a person for complaints, cancellations, and anything the agent flags as outside its scope.
4. Review a sample of agent actions every week for the first month.

This is our suggested policy, not a vendor requirement. Adjust it to your industry and your own risk.

How do you set up an agent in your pipeline?

The vendor documents we cite do not give step-by-step setup instructions for lead qualification or appointment booking, so the steps below are a planning method you can adapt. Use your own stage names. The ones here are examples.

1. Map your stages. Write down each stage, for example New Lead, Contacted, Quote Sent, Booked, Won, Lost.
2. Pick one job. Start with a single task, such as answering first-contact questions for New Lead.
3. List allowed actions. Keep it short: for instance, update the lead's contact fields and move New Lead to Contacted.
4. Write escalation rules. Decide which topics go to a person, such as pricing disputes or anything the agent cannot answer.
5. Set a spending cap. Choose a monthly limit from the rates above and check usage weekly.
6. Pilot for 30 days. Run the agent on a slice of leads, such as one service line, and compare it to your current results.

Whether an agent can be limited to specific fields or stages depends on the product and edition. Confirm that with the vendor before you rely on it.

What should you check before you buy?

• Which meter applies: per conversation, per action, per user, or credits.
• What is already included. Salesforce says Enterprise Edition or above can receive 100,000 Flex Credits through Salesforce Foundations, and Dynamics 365 Sales Premium includes 1,000 Copilot Credits per license.
• Whether you need extra accounts, such as Azure for Microsoft pay-as-you-go billing.
• How the agent hands off to a person.
• What happens to your records if you leave.

If you are still deciding on a basic CRM, start with the four types of CRM, read how we pick the systems we review, or look at our free CRM options first. Agents are only as useful as the pipeline data they work from.