Construction customers wanted the advanced analytics capabilities from their mobile forms vendor, but the tool was sophisticated and brittle. What they actually wanted was the vendor’s team to set it up and maintain it for them. Read-only access was fine. 

Enterprise customers in the entertainment space wanted managed service. They don’t want seats, logins, or training. They just want the business results.

An IoT monitoring startup built a real-time dashboard. Customers just wanted a solid number for next year’s hardware budget.

Nobody was rejecting the software. Everyone was rejecting learning and operating it.

This is the third shift, after seat-based pricing collapsing under the weight of AI and shrinking headcounts and after professional services firms shift from billable hours to monthly subscriptions.

Even in enterprise contexts, someone on the buyer side owns the vendor relationship. The question is how much of their job description is operating the software are they also the daily business user – or do they just own the contract? In some corporations, there’s an IT role called “Business Relationship Manager.” Their job was to understand the technology needs of the business and manage the vendor relationship (even if the vendor was internal IT). Mostly they managed the contracts and gave the business someone to yell at when the software didn’t work as expected.

The BRM wasn’t the user. They were the buffer between the business and the product. And increasingly, this is what enterprise buyer-side contacts want to be: the person owning the outcome, not the person logging in.

Their preference has always leaned toward having someone else operate it. The vendor-size economics just didn’t support it. Managed service is expensive to deliver, and SaaS margins depend on customers self-service.

AI agents change the delivery economics. Pre-AI, one account manager could handle maybe 5 large accounts. So, the vendor either charged a steep premium or didn’t offer it. Now, with agents supporting the operational work, one account manager can handle…20…more?

The constraint shifted from “how many clients can one person serve” to “how many agents do we need to serve all our clients exceptionally?”

This changes who captures the margin. 

If the vendor doesn’t absorb the service layer themselves, someone else will. An agency, a consultant, an intern, a homegrown AI wrapper, a VC-backed startup purpose-built to sell the outcome directly. Sequoia just published a thesis on exactly this: for every dollar spent on software, six are spent on services. The next wave of billion-dollar companies will capture the work budget, not just the tool budget. The question for existing vendors is whether they’re the ones doing it.

Some vendors have made this work strategically for decades. Microsoft, Oracle, NetSuite, all built enormous partner ecosystems precisely to outsource the managed service layer. The vendor keeps platform revenue; the partner captures implementation and ongoing service margin. It’s a deliberate value architecture, not an accident. The difference is they designed for it. Most SaaS companies losing margin to agencies and consultants today didn’t choose this. They’ve been asked by investors for far too long to simply ignore the gap between their product and customers getting value from it. 

The marketing platform I referenced earlier with is rebuilding around this exact model. An agentic layer where enterprise clients get a managed service experience and smaller clients get self-serve at credit-card-level fees. Not two different products. One product with different fulfilment tiers.

The risk is reactive descent. Product companies don’t decide to become service companies. They get pulled there, one big logo at a time. The trap is letting individual customers pull the product down into their unique, unscalable, organizational needs. Agents make it easier to scale this level of service. 

In this Service-as-a-Service world:

• The dashboard is for internal use.
• The analytics are for internal use.
• The exception notifications are for internal use.
• The software is for internal use.
• The customer just wants the outcome.

Price accordingly.