Practical AI · Episode 57

What AI Agents Actually Cost You

Salesforce and HubSpot held their conferences in the same week, agreed on the future, and sent you two completely different bills. Here is what each one actually charges, and the third option neither of them sold.

Three ways to pay for the same work

1You drive
“Your CRM, your Claude subscription, and the connector between them.”

The CRM can be free. Claude is whatever you already pay. Nothing charges you per action, because the agent is yours and you already bought it.

The cost is real and it is not money. You have to learn it, and you have to write the skills yourself. Nobody hands you a named robot.

What you payYour subscription. No credits, no seats, no meter.
2Salesforce drives
“Piper, Hunter, Casey, Paige, Carter, Marshall and Fin.”

Seven agents with human names and job titles. Piper works inbound, Hunter works outbound. A seat on the Core edition runs $195 per user per month, billed annually, before an agent does anything at all.

Then ten cents per agent action, whether it worked or not. You get 500,000 credits included per company per year, which is 25,000 actions, and that number does not grow when you add people.

What you payEffort. The meter runs on attempts, not results.
3HubSpot drives
“Prospecting Agent, Customer Agent, Content Agent. You never pick one.”

No human names here on purpose. You tell the assistant the outcome you want and it dispatches whichever agents it needs. A dollar when a lead gets recommended to you. Fifty cents when a customer chat gets resolved without a human.

The part worth noticing: a chat the agent escalates costs you nothing, and a contact it researches and then passes on costs you nothing.

What you payCompletion. The meter runs when the job actually lands.

The one line that explains both conferences. Salesforce bills you for effort. HubSpot bills you for completion. Ten cents an action whether it worked or not, against a dollar only when a lead is worth your time.

That is not a discount. It is a different bet about whose risk it is when the agent gets it wrong.

The number that should change what you do on Monday. HubSpot surveyed 6,000 companies. 90% are using AI. Six percent call the results transformational, and that six percent are four times more likely to hit their revenue targets.

Here is the part nobody expects. That six percent run four or five use cases out of fifty tracked. The people getting nothing out of AI are running more of them, not fewer.

So the move is not another tool. It is picking four things and doing them properly.

The card

All three lanes, side by side

Every figure taken from the vendor's own published pricing page, September 2026. Print it, screenshot it, take it to whoever signs the invoice.

Open it →
Funding · Week 42

Where The AI Money Went

$6.11B across 103 AI companies, 48.5% of every venture dollar. Half of last week, and the drop runs backwards: strip the billion-dollar rounds out of both weeks and the ordinary market nearly doubled.

Open the report →

Pick your lane on purpose this week. Not by drifting into whatever your vendor emails you.

Buy the agent if you have a team you will never retrain and a budget line that is easier to approve than a habit to change. That is a real answer, not a lazy one. Drive it yourself if you are under about ten people, because the bill stays flat while the work grows.

Then run the six percent rule either way. Four or five things, done properly.

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