In every boardroom from Lagos to Riyadh, the loudest question in any tech procurement conversation isn’t “how much does it cost?” anymore. It’s “what do I actually get for it?” And honestly, that’s one of the healthiest shifts I’ve seen in B2B software in over a decade. Buyers have stopped accepting invoices that bear no resemblance to the value delivered. Vendors who can’t connect price to outcome are suddenly very nervous. AI is the reason the conversation has finally tipped.

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This isn’t a future trend. It’s already happening at scale, and it’s about to redefine how every CFO in an emerging market thinks about technology spend.

The 20-year-old pricing model AI broke

For roughly two decades, software has been priced on inputs. Per seat. Per license. Per API call. Per month. That logic worked because human labour sat behind the software, and more usage genuinely meant more cost to deliver. A Salesforce seat or a Slack license made sense when the value was created by the person typing into the tool.

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AI breaks that math entirely. When an AI agent can resolve hundreds of support tickets without a single human login, charging per seat starts looking absurd. As a16z noted in late 2024, software is becoming labour, and per-seat is no longer the atomic unit of value.

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The numbers tell the story. According to the 2025 State of B2B Monetization report, pure seat-based pricing dropped from 21% to 15% of SaaS companies in just twelve months, while hybrid models combining subscriptions with usage and outcome components surged from 27% to 41%. Companies clinging to per-seat AI pricing are reportedly seeing 40% lower gross margins and 2.3x higher churn than peers who’ve made the shift.

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Gartner has gone further, predicting that by 2030, at least 40% of enterprise SaaS spend will move toward usage, agent, or outcome-based pricing models. That’s not a niche trend. That’s a structural reset, and it’s landing fastest in categories where AI can directly do the work humans used to do.

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What outcome-based pricing actually looks like in the wild

Outcome-based pricing isn’t a buzzword. It’s a model where you only pay when the software actually does the job. A few examples already running in production today:

• Intercom’s Fin AI agent charges $0.99 per AI-resolved customer conversation. No resolution, no charge. The model scaled to an 8-figure ARR business growing at a reported 393% annualised rate.
• Zendesk charges roughly $1.50 to $2.00 per automated ticket resolution after publicly retiring traditional human-centric pricing for its AI agents in 2024.
• Salesforce Agentforce prices at about $2 per completed conversation. Billing follows work done, not seats provisioned.
• Snowflake built an entire business by replacing seat licenses with consumption: you pay for the compute and storage you actually use, full stop.

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The thread connecting all of these is simple. The vendor only wins when the customer wins. The CFO can model the unit economics on a single page. And the procurement conversation stops being about “how do we negotiate this price down” and becomes “how much of this work do we want done.”

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That’s a fundamentally healthier conversation. Once a buyer has experienced it, going back to a flat per-seat invoice feels like getting charged for cable channels you don’t watch.

Why this shift hits harder and lands better in emerging markets

There’s a lazy assumption in our industry that pricing innovation starts in Silicon Valley and arrives in Lagos five years later. With outcome-based pricing, the opposite is true. Three things make emerging markets like Africa exceptionally well-suited to this model:

• Margins are tight, so ROI questions are sharper. McKinsey research has long noted that customer monetization in Africa is roughly four times harder than in Latin America and thirteen times harder than in the EU. When every shilling and naira on a software invoice has to defend itself, “pay only when it works” lands very differently here than in markets that have had cheap capital for a decade.
• Many of these markets skipped the adoption of legacy SaaS. They aren’t unwinding ten years of per-seat habits. They’re buying technology infrastructure for the first time, often through B2B and embedded models, and they’re doing it with African fintech revenues projected by McKinsey to grow from roughly $4 billion in 2020 to $30.3 billion by 2025: new buyers, new playbook.
• Buyers here have a stronger nose for theatre. When a vendor pitches “transformation” without showing the unit economics, the meeting ends quickly. Outcome-based pricing forces vendors to put their money where their pitch deck is. That’s a feature, not a bug.

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Vendors entering Africa with rigid seat-based contracts are arriving with the wrong product. The winners will price the way the buyer already thinks. What did this actually do for my business this quarter?

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I’ll let you in on something. We didn’t wake up in 2026 and decide outcome-based pricing was trendy. Curacel has been pricing this way across our product lines for more than half a decade. Long before the Gartner forecasts and the Andreessen Horowitz essays, our partners across Africa and the Middle East were already paying us based on what we delivered, not what we promised.

A few examples:

• For our Health AI partners, we price against fraud, waste or abuse caught and claims auto-adjudicated. When a health insurer cuts adjudication time from days to minutes and saves costs from fraud prevention, the numbers show up on their P&L before our invoice does.
• For Auto AI customers, pricing follows inspections completed and damage claims accurately classified. The ROI is countable. We’ve sat in meetings where customers calculated payback periods in weeks, not quarters.

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This is also why our complimentary proof of concept programme exists. Before a partner commits to anything, we run their actual data through our system and show them exactly what the outcome will be. Fraud prevented. Claims processed. Time saved. Revenue earned. We can typically estimate, with reasonable precision, what the platform will pay back per month before a single contract is signed. Most of the POCs we’ve run for serious prospects have shown the platform paying for itself many times over within the first quarter.

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When pricing aligns with outcomes, the POC stops being a sales tactic. It becomes a math exercise. That changes the entire conversation.

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Why everyone at the table actually wins

Outcome-based pricing isn’t a clever vendor strategy. It’s structurally better for every stakeholder in the room.

• The CFO gets a line item that defends itself. Software cost moves with business performance, not procurement cycles.
• The CIO and procurement lead stop having to negotiate against opaque seat counts and shelfware. They negotiate against measurable outputs.
• The business owner gets aligned incentives. The vendor is now in the boat with them, not selling the boat to them.
• The end users stop being treated as cost centres. The metric becomes whether the work gets done, not whether they logged in 22 days last month.
• The vendor is forced into a discipline that’s good for the long term. We don’t get paid for pretending. We get paid for performing.

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There’s even a measurable retention upside. According to BetterCloud’s 2026 SaaS analysis, outcome-linked pricing models have been associated with a 31% lift in customer retention and a 21% bump in customer satisfaction. That tracks with what we see internally. When the bill matches the value, customers stick around and buy more.

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The only stakeholders who lose in this model are the ones whose business depends on hidden costs and unmeasurable promises. Honestly, that group has had a good run. The party is winding down.

This isn’t a fad. It’s the new default.

Pricing models tend to follow technology cycles. Mainframes were licensed. On-premise software was sold by a perpetual license. SaaS popularised per-seat subscriptions. AI is now ushering in outcome-based and value-aligned models, and there’s no plausible scenario where this trend reverses.

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Why? Because once buyers experience the clarity of paying for results, they don’t go back. The next generation of procurement leaders entering enterprises aren’t going to spend their time defending a flat license fee for software whose value they can’t measure. They’ve grown up with everything from Uber to Netflix operating on usage and value-aligned models. The expectation is already set.

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For technology leaders building for these markets, the message is straightforward. If you can’t price your product against an outcome the buyer can measure, your contracts are going to get harder to close every cycle. If you can, you’ve just become significantly easier to say yes to.

The Takeaway

The pricing reset is here, and it’s the rare shift that’s good for almost everyone. Buyers get clarity. Vendors get discipline. CFOs get math that works. And in emerging markets, where every line item is interrogated, this might be the most important development in B2B software in a decade.

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At Curacel, we’ve been operating this way long enough to know it works at scale across very different markets and product lines. We’d love to show you what that could look like for your business, with your actual data, at no cost.

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👉 If you’re curious whether outcome-based pricing could change the math on your insurance technology stack, let’s run a complimentary POC together. We’ll show you the numbers before you sign anything.

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👉 Or if you’d just like to compare notes on how AI is reshaping pricing in your category, book a 30-minute conversation with our team. No pitch. Just a useful exchange between people thinking about the same shift.