What is Results as a Service?

Results as a Service is a way of buying AI where you pay for each verified piece of finished work, such as a resolved support request or a matched invoice, instead of paying for seats, hours or a flat subscription. It is also called outcome-based or per-result pricing. It is easy to describe and harder to contract for, because both sides have to agree on what counts as a result.

With Results as a Service the price is tied to finished work. A support agent is paid per resolved conversation and an invoice agent per invoice matched and approved. Work the AI fails at, or hands to a person, is usually not billed, so the buyer pays more when the AI does more of the work correctly and less when it does less.

The idea has several names. Foundation Capital called the shift "service-as-software" in April 2024, Sequoia wrote that AI companies now sell work in October 2024, and HubSpot co-founder Dharmesh Shah described Results as a Service (RaaS) in March 2025. The phrase itself is older: SAS used it in 2017 for an analytics service. The letters RaaS also stand for ransomware, robotics and recovery as a service, so spell the name out in proposals and contracts.

Buyers like the idea more often than they sign it. HFS Research found in July 2026 that 76 percent of customer experience buyers were open to outcome-based or gainshare pricing, while only 5 percent had such a contract. Among software companies, Kyle Poyar's 2025 State of B2B Monetization survey found 5 percent used outcome-based pricing as their main model.

Services firms are moving faster than software vendors. TCS told Reuters in August 2026 that about 80 percent of contracts in its finance, HR and business services segment now use outcome measures, and TP said in July 2026 that about 7 percent of its revenue comes from contracts linked to revenue or savings.

Finance teams remain cautious about variable bills. In Futurum's second-half 2026 survey of enterprise software buyers, per-seat was still the most preferred model for separately billed AI at 42.3 percent, with outcome-based at 21.1 percent. Predictability is the usual reason, and it explains why most per-result contracts add a minimum, a cap or both.

Arguments over the definition cause most of the trouble. In an a16z buyer survey cited by BCG, 47 percent of buyers said they struggle to define clear, measurable outcomes, and Constellation Research expected "haggling over definitions" when Salesforce launched per-resolution pricing in June 2026. A resolution that only means the customer went quiet is a weak definition, and vendors selling other pricing models have pointed that out.

A low price today may not stay low. Gartner predicted in January 2026 that generative AI cost per resolution in customer service will exceed $3 by 2030, more than many offshore human agents. The contract should say when the price per result can change and which data the change will be based on.

Items the AI fails are not billed, but someone on your team still handles them, and someone still approves the results that pass. Any saving estimate has to include both, or it will look better on paper than it does on the payroll.

We use the model for the months after launch. The build is $10,000, paid only when it passes the acceptance criteria you signed. After that you pay a fixed price for each result that passes its checks, set from the numbers in your acceptance test, with a $1,200 monthly minimum. Work that fails a check, or that your team finishes, is not billed.

The agent runs in your own cloud tenant, so model usage and hosting stay on your cloud bill and every result is logged where your finance team can read it. The Results as a Service page has the full terms and a calculator.

What is Results as a Service?

Results as a Service is a way of paying for AI where the buyer pays a fixed price for each verified piece of finished work, such as a resolved support request or a matched invoice, instead of paying for seats, hours or usage. Work the AI fails or hands to a person is usually not billed.

Is Results as a Service the same as outcome-based pricing?

Mostly. Outcome-based pricing is the broader term and can include gainshare, where the vendor takes a share of savings or revenue. Results as a Service usually means a fixed price for each verified unit of finished work.

What does RaaS stand for?

In AI pricing, RaaS stands for Results as a Service. The same letters are used for ransomware as a service, robotics as a service and recovery as a service, so spell the name out in proposals and contracts.

How much does an AI result cost?

Published prices for an AI-resolved support conversation ranged from $0.50 at HubSpot to $2 at Salesforce in October 2026. For document work the price is usually set per contract, because the value of a result depends on how long the same work takes a person.

Who came up with Results as a Service?

Nobody owns the phrase. SAS used it in 2017 for an analytics service, HubSpot co-founder Dharmesh Shah wrote about it for AI in March 2025, and Foundation Capital and Sequoia described the same shift as service-as-software in 2024.

Is AI always cheaper per result than a person?

No. Gartner predicted in January 2026 that generative AI cost per resolution in customer service will exceed $3 by 2030, more than many offshore human agents. Compare any price per result with your own measured cost per item.

When is per-result pricing a bad fit?

When a good result is a matter of taste, when volume is very low, or when you cannot measure what the work costs today. In those cases a fixed price for the build is usually easier to agree.