AI Agents Undermine Seat-Based SaaS: Microsoft and OpenAI Pivot to Services

AI Agents Undermine Seat-Based SaaS: Microsoft and OpenAI Pivot to Services

The episode identifies a structural decoupling of software value from licensing units, driven by the rise of agentic AI platforms that automate tasks previously executed by human users within applications. This shift is evidenced by vendors realigning away from per-seat software economics toward service and outcome-based models. Companies such as Microsoft, Amazon, and OpenAI are redirecting resources into consulting and certification initiatives, responding to changing customer usage patterns and eroding profitability of traditional license models. According to Gartner, agentic AI could impact 20% of enterprise SaaS spend by 2030, redefining how businesses allocate budgets for software and services.

A notable development illustrating this shift is Notion’s decision to discontinue its Notion Mail application, not for lack of adoption, but because automated AI agents had largely replaced the need for a human-operated inbox. Microsoft has committed $2.5 billion and hired 6,000 consultants to embed AI solutions directly within client environments, bypassing traditional software seat sales. OpenAI has announced a global partner program aiming for 300,000 certified consultants within a year, while Amazon is embedding similar models into its offerings. Financial disclosures reveal that OpenAI’s cost structure remains unsustainable under typical software unit economics, spending $1.60 for every $1 earned as of the most recent annual report.

These developments reinforce the displacement of the per-seat licensing model. Gartner’s cited mechanism is arbitrage, where agentic AI completes cross-system tasks without users actively working within apps, detaching business value from app usage. Traditional consulting’s move away from hourly billing, as reported by the Wall Street Journal, echoes the software industry’s realignment, emphasizing fixed-fee and outcome-based pricing over labor hours. The combination of end-client optimization efforts, vendor migration to services, and changes in consulting economics demonstrates a market-wide move toward operational accountability over software resale.

For MSPs and IT providers, these changes pose direct challenges to legacy revenue assumptions and operational models. Per-user or license-based pricing faces mounting contract risk as agentic agents reduce seat counts. Service providers will be evaluated on their ability to manage this transition—internally and for their clients—by documenting workflow changes, auditing tool stacks, and adapting to new consumption and outcome-based vendor models. Early adoption of these practices within one’s own business is becoming a credibility benchmark, as prospective clients scrutinize whether providers have successfully navigated the same seat retirement and cost reallocation they are expected to deliver.

00:00 Software Giants Go Human 

04:26 Agents Don't Buy Seats 

06:58 Squeezed From Both Ends

10;12 Why Do We Care? 

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[00:00:02] 20% of what businesses spend on enterprise software subscriptions is now in play. And the biggest AI company on earth spends $1.60 to earn a dollar of it. When the seller loses money on the unit and the buyer's agent stops needing it, the unit doesn't get cheaper. It disappears. Agents are detaching value from the software seat. Apps are dying and a fifth of SaaS spend is in play.

[00:00:29] And the giant's rush into services shows where the value went. The MSP, squeezed from both flanks, wins by becoming the operator of the reallocation, deciding which seats die, which agents replace them and owning the outcome. This is the Business of Tech. I'm Dave Sobel. A software company just killed one of its own products on purpose while it was working.

[00:00:57] And the reason it gave out loud is the tell for everything else moving in this story. So we'll start with Notion. The company announced it's shutting down Notion Mail, its email client. And the stated reason wasn't weak adoption or a failed bet. It's that AI agents already do the job. By Notion's own numbers, more than half of the people using Notion Mail were managing their email without ever opening the inbox view.

[00:01:24] The agent handled it. So Notion looked at a functioning application with users and concluded the application layer itself was no longer the thing anyone needed and pulled the plug. Now watch what the biggest company in software are building instead. Microsoft announced a $2.5 billion commitment to its new unit it's calling Microsoft Frontier Company.

[00:01:48] 6,000 industry and engineering experts embedded directly at customer sites to help large enterprises actually build and run custom AI. Not a product launch. Not a license tier. 6,000 human consultants deployed into client buildings by the company that built its empire selling software seats. And Microsoft wasn't even the first through that door. Amazon committed a billion dollars to the same embedded model just two days earlier.

[00:02:16] Open AI is running the same play at a different altitude. The company launched a $150 million global partner program with a stated goal that deserves to be read slowly. 300,000 certified consultants by the end of the year. 300,000. That's not a partner program. That's a certification meant running at industrial speed. And the same shift is tearing through an industry that has nothing to do with software licensing.

[00:02:45] The Wall Street Journal reports the consulting business is in what it calls a messy retreat from hourly billing. Firms scrambling toward fixed fee and outcome-based pricing with Deloitte executives warning that labor-based consulting could shrink dramatically over the next decade. The oldest billing unit in professional services, the hour, is being abandoned by the people who invented it. So hold all four next to each other. An app euthanized by its own maker.

[00:03:13] 6,000 consultants hired by a software company. 300,000 certificates being printed. And the billable hour in retreat. That's the picture before we've said a word about why. And the why isn't four separate stories. It's one number. And Gartner published it. If you're listening to this and you haven't hit follow yet, on Apple Podcasts search Business of Tech. It takes five seconds and you'll get the next episode automatically.

[00:03:44] Here's what I keep hearing from MSPs. The security tools are fine. It's the work underneath them that's breaking people. Too many alerts. Nobody on staff to triage them. And client reporting that eats the whole week. That's the part Guards is going after. A consolidated security platform built for protecting SMB clients. Endpoint, email, identity. But with an autonomous analyst working underneath it.

[00:04:12] Doing the triage and the reporting that an MSP usually can't afford to hire for. Real security operations at the scale you actually run at. Visit guardswithaz.com Gartner estimates that agentic AI could affect $234 billion of SaaS spending by 2030. Roughly 20% of everything businesses spend on software subscriptions.

[00:04:41] And the word effect is doing specific work there. The mechanism Gartner describes is arbitrage. An AI agent completes a task by reaching across multiple systems. Which means the task gets done without a person sitting in any one application to do it. And the entire economics of software as a service. The seat, the license, the per user per month line was built on the person sitting in the application. The agent doesn't buy a seat.

[00:05:09] The agent breaks the link between the work getting done and anyone paying for the app it used to get done in. In plain terms, the value never lived in the software. It lived in the job the software helped a person do. For 30 years, those two things were bolted together. So you could bill for one by selling the other. Agents just unbolted them. And the value doesn't sit still when that happens. It moves to whoever owns the outcome.

[00:05:37] Now, the fair pushback is that 20% by 2030 is a forecast. And forecasts about software's death have been wrong before. So look at why the sellers aren't waiting to find out. OpenAI's own audited financials, leaked and verified by the Financial Times, put the seller's economics on the table. The company spent $1.60 for every dollar it earned. And that was the good news. The year before, it was $2.37.

[00:06:07] Think about that. The company selling the engine loses money on every unit of software revenue it books. And improving fast still leaves it deeply underwater. A seller underwater on the unit can't wait for the forecast to resolve and has to reattach its revenue to something else now. And the something else is services and outcomes, which is exactly what 6,000 embedded consultants and 300,000 certificates are.

[00:06:34] The biggest companies in software sprinting away from the unit they invented. So the value is leaving the software unit from both directions at once. The buyer's agent stops needing the seat and the seller's economics can't survive on it. The only question left is where the value lands and who's standing there when it does. And the answer to who's standing there starts with an uncomfortable look at your own invoice.

[00:07:00] So put your own P&L on the table, because the MSP is standing in the exact spot where this lands. Look at what you actually bill for. A meaningful share of it is the seat. Licenses resold, per-user bundles, the administration of applications your clients' people sit in. That's the unit the agent stops needing. And the layer you'd move to, services, outcomes, the judgment about what runs where,

[00:07:26] is the layer a $2.5 billion consulting arm and 300,000 fresh certificates are being aimed at. Squeezed from below, invaded from above. Most operators have priced one of those threats. Almost nobody has noticed they're the same event. So here's the first thing that should reshape your response. The demand side has already voted on who does this work. KPMG surveyed more than 1,200 senior leaders at large companies, the people who buy managed services.

[00:07:56] And 91% said managed services are essential to delivering agentic AI. 91%. The market isn't asking whether a managed provider runs the agentic transition. It's assuming one will. And Microsoft's 6,000 embedded consultants are not walking into a 40-person accounting firm. The enterprise tier is spoken for. The S&B tier. Your tier. Your tier. Is structurally yours to lose. But it can be lost.

[00:08:24] Because the reallocation is already running without an operator. The information reports that AI customers are actively driving down their Anthropic and OpenAI bills. Negotiating terms, switching vendors, and optimizing usage. Read what that is. Clients re-deciding, line by line, what they pay for in the stack. Potentially your stack. The one you assemble. That review is happening whether or not you're the one holding the pen.

[00:08:51] So the choice is about who operates the reallocation. You can be the one who runs it on purpose. The provider who walks the client through which seats the agents retire, which stay, what replaces them, and puts your name and your price on the outcome. Because that accountability is the one thing a mass-printed certificate can't copy. Or you can defend the seat count and hope the melting slows. And discover the reallocation happened at your renewal conducted by someone else.

[00:09:20] But there's a step before any of that. And it's inside your own walls. Here's what I'm hearing from MSP owners in the communities I watch every week. AI isn't making things simpler. It's creating new headaches. Clients are making bad decisions based on it. Tool stacks keep growing. And every vendor is claiming to have the answer. Pax8 is different. They're not selling you another tool. They're building the platform that pulls it together.

[00:09:49] An intelligent cloud marketplace, curated vendors, and education that maps how to monetize AI and build a scalable managed intelligence practice. If your goal is a cleaner, more profitable operation, not just more tech, that's exactly what Pax8 is built for. Check them out at Pax8.com. That's P-A-X, the number 8, dot com. Why do we care?

[00:10:17] Because before you can operate the reallocation for a client, you have to survive it in your own shop. And your own stack is full of per-seat tools an agent is about to make redundant. Run the audit on yourself first. Which of your internal applications exist because a human sits in them? Which of those jobs your own agents could absorb and what that does to your cost base? The operator who has personally retired a seat can sell the retirement.

[00:10:45] The one who hasn't is reading from someone else's script. So what to consider? Inventory your own stack by the question that killed Notion Mail. Does anyone actually sit in this? Pull your internal tool list and mark every application whose license exists because a human opens it to do a repeatable job. Ticket triage views, reporting dashboards, scheduling tools, documentation front ends.

[00:11:11] For each one, note whether the job could run agent-to-agent without the seat because that markup list is both your own cost reduction roadmap and the first draft of the assessment you'll eventually sell. Retire one seat deliberately and document the whole thing. Pick a single low-risk internal workflow. Move it from a person in an app to an agent-run process and write down everything.

[00:11:37] What broke, what the agent needed, what the verification step looks like, what the license savings actually were. That write-up is the artifact that separates you from a printed certificate. A reallocation you can produce evidence of run on your own business first where the failure cost was yours and not a client's. And recheck your own vendor exposure against the seller side of this squeeze. Your tool vendors are subject to the same economics pushing Microsoft and OpenAI into services,

[00:12:06] which means per-seat pricing on your internal stack is likely to mutate towards consumption and outcome models mid-contract. At each renewal, ask how the vendor's pricing survives a world where your headcount uses fewer seats but more agent calls and refuse multi-year lock-ins demominated in a unit you're actively trying to shrink. If this trend continues, within the next 12 to 18 months, an MSP's own internal seat count becomes a credibility metric.

[00:12:36] Prospects will act which applications you've retired in your own shop before trusting you to run a reallocation in theirs. And the operators with a documented answer will take the engagements from the ones still licensing everything they preach against. This is the Business of Tech. Want more from the Business of Tech? Join Business of Tech Plus for ad-free episodes, early interviews, extended cuts, subscriber-only shows,

[00:13:05] and exclusive member perks and analysis. Sign up at businessof.tech slash plus. And follow this show on your podcast app, and if you're on YouTube, hit subscribe and the bell so you never miss a story. Reviews and comments help spread the word too. Interested in advertising? Head to mspradio.com slash engage.

[00:13:27] The Business of Tech is written and produced by me, Dave Sobel, under ethics guidelines posted at businessof.tech. Thanks for listening. I'll see you on the next episode. Part of the MSP Radio Network.