Part 1 of 3 — Agentic AI Success Stories

Check the date of each number, then ask what happened next.

This part uses those five questions. Support is where roundups get loudest: refunds, returns, “replaced N humans.” Where agents actually make sense already said send is a gate. This part only reads three public stories. It does not rank vendors.

Klarna — February 2024, then May 2025

On 27 February 2024 Klarna announced an AI assistant powered by OpenAI, live globally for one month. Their press page said it had 2.3 million conversations, two-thirds of customer-service chats; work equivalent to 700 full-time agents; and an estimated $40 million profit improvement in 2024. It named refunds, returns, payments, cancellations, and disputes among the tasks. Customers could still choose a live agent.

That is only the first stage of the story, so note its date. It is Klarna’s own snapshot — not a lab measurement, and not a timeless headcount.

Then, in May 2025, CEO Sebastian Siemiatkowski told Bloomberg — as reported by PYMNTS (external link) — that Klarna was hiring so customers would always have the option of a human. He said cost had been too predominant an evaluation factor, and that you end up with lower quality. Investing in the quality of human support was “the way of the future for us.” He still wanted a human if the customer wanted one.

Later roundups glue 853 FTEs and $60 million onto the 2024 press release as if nothing moved. This part does not. Those figures are not on the 2024 page, and we are not borrowing them from listicles.

What to take from it: an assistant that could touch refunds and disputes, a human still available, a dated company number — then a public change of course when quality lagged cost.

OpenTable — a vendor story, their number

Salesforce’s OpenTable customer story reports 73% case resolution within three weeks of launch for the restaurant agent, and 11,000 conversations a week across restaurant and diner agents. Agents, they say, can take action, not only answer. That is Salesforce’s page, so call it a vendor story. Do not flatten it into an aggregator “70% of all inquiries.”

Anthropic on Fin — a vendor story, their number

Intercom’s Anthropic customer page says Fin was involved in 96% of conversations and reached a 50.8% resolution rate in just over a month, with 1,700 hours saved in the first month — Emily Lampert’s quoted figure. Refunds that Fin would execute were still being tested. That is another vendor story, and another dated snapshot — not a comparison against Klarna or OpenTable.

You still need a spec, a stop, and a path to a person. Part 2 is when the human still starts the write.

Takeaway: Support “success” is a dated URL plus what happened next — not a logo and a round number.

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