SaaS vs Workforce: Why Cleaning Companies Pay for Software and Still Do the Work

SaaS sells a cleaning company a tool. A workforce gets the work done. That is the whole difference, and it explains why most cleaning companies pay for several pieces of software and the owner is still the one covering the shift at 6pm.

Software has been sold the same way for twenty years: a monthly fee per user, for a place to do your work. A workforce, the people you hire, is paid for something else entirely: the result. This article looks at what each one actually buys you, why software is starting to be priced like a workforce, and how to tell the difference when a vendor calls.

Key takeaways

• In the taskforse bid calculator's defaults, labor is about 65 cents of every dollar a client pays for night cleaning. The work is the business.
• Gartner predicts that by 2030 at least 40% of enterprise SaaS spend will shift toward usage-, agent- or outcome-based pricing.
• Intercom's AI agent is priced at $0.99 per outcome. Zendesk charges for its AI agents only when they resolve the issue on their own.
• The venture firm Foundation Capital puts the opportunity at $4.6 trillion: roughly $2.3 trillion in salaries and $2.3 trillion in outsourcing, against a little over $1 trillion for the public market value of enterprise software companies.
• The US has about 2.4 million janitors and building cleaners. None of this replaces them. It changes who does the office work around them.

What does SaaS actually sell a cleaning company?

A login. SaaS, software as a service, means you rent software by the month instead of buying it, and you pay for each person who uses it. Deloitte's 2025 review of the market sums up the model in one line: organizations are charged based on the number of users or seats they have.

What you get for that fee is a better place to do the work. A scheduling tool holds the schedule. A quoting tool holds the template. An accounting tool shows which invoices are late. All three are useful, and all three wait for you. The schedule does not call the bench when someone calls off. The template does not send itself after the walkthrough. The overdue invoice sits there, overdue, until somebody follows up.

That is not a flaw in the software. It is what the software was sold as. The work, and the responsibility for getting it done, stayed with you.

What does a workforce sell you instead?

The result. Think about how you hire. You do not pay a supervisor to own a clipboard. You pay them so that the shift gets covered, the client gets an answer and the problem is fixed before the building opens. You pay for the work done, and if it is not done, that is on them.

The difference shows up in the questions you ask. For software: how many users, which features, how much a seat. For a person: can they handle it, and will it get done without me.

In a cleaning company, almost everything you sell is the second kind. Run the taskforse bid calculator on its defaults, a 25% margin and supplies at 13% of the price, and labor comes out at about 65 cents of every dollar the client pays. The Bureau of Labor Statistics counts about 2.4 million janitors and building cleaners in the US, at a median of $17.71 an hour in 2025. Cleaning companies already understand paying for work done. It is the business they are in.

	SaaS	Workforce
What you pay for	A seat, per person, per month	The work done
Who does the work	You, inside the tool	Them
Who is responsible for the result	You	Them
When someone calls off at 6pm	The schedule shows a gap	The shift gets covered
After a walkthrough	The quote template waits	The quote goes out
An invoice 15 days late	It shows as overdue	The client is reminded until it is paid

Why is software starting to be priced like a workforce?

Because software can now do some of the work, and vendors have started charging for it that way.

Customer service got there first. Intercom prices its AI agent, Fin, at $0.99 per outcome, with a 50-outcome monthly minimum, and says you are not charged when a conversation is simply passed to your team without an outcome. Zendesk describes its AI agent pricing as payment triggered only when the agent resolves the issue on its own. In both cases you are paying for a job finished, not for access.

The analysts expect this to spread. Gartner, quoted by Deloitte, predicts that by 2030 at least 40% of enterprise SaaS spend will shift toward usage-, agent- or outcome-based pricing. Deloitte's own reading is that seat licences could give way to hybrids that blend usage and outcomes, not vanish overnight.

The venture firm Foundation Capital calls the idea service as software, and its argument is about where the money is. It puts the opportunity at $4.6 trillion, made of roughly $2.3 trillion in salaries for certain jobs and $2.3 trillion in IT and business process outsourcing, against a public market value of a little over $1 trillion for enterprise software companies. That is an investor's estimate of a market, not a measurement, and it should be read as one. But the logic underneath it is simple: there is far more money in work than in tools, so software that does the work will be sold like work.

Its definition is the useful part for an owner: in a services business, responsibility for achieving the desired outcome sits with the company selling the service.

What does that look like in a cleaning company?

The same four jobs, sold two ways.

• A call-off at 6pm. A tool gives you a list of who might cover. A workforce gets the shift covered and tells you who took it.
• A walkthrough on Tuesday. A tool gives you a quote template. A workforce sends the quote the same day, priced from your rates, for you to approve.
• An invoice 15 days late. A tool marks it overdue. A workforce reminds the client, then reminds them again, until it is paid or it needs you.
• The monthly inspection. A tool stores the walk-through. A workforce puts the report in your client's inbox.

None of those is the cleaning itself. They are the office work around it, which is exactly the work that follows an owner home. Speed matters there too: in the research we covered in what we are building at taskforse, firms that answered a new inquiry within the hour were far more likely to reach a decision maker than those that waited. The pricing method itself does not change, and it is laid out in how to bid a commercial cleaning contract.

How do you tell the two apart when a vendor calls?

Most software sold to cleaning companies this year will say it uses AI. That says nothing about whether it does the work. Five questions do:

1. What job does it finish without me? Not "help with". Finish. If the answer is a feature list, it is a tool.
2. What does it do when it is unsure? Something that does real work has to stop and ask at the right moment. Something that only suggests never has to.
3. How is it priced when it fails? Outcome pricing means a job not done is not billed. Seat pricing bills you either way.
4. Can I switch off one job and keep the others? You should be able to hand over call-offs and keep quotes, or the reverse.
5. Who is responsible for the result? If the honest answer is still "you", you are buying a seat.

What stays the same?

The people. A cleaner on a floor at 11pm is not a software problem, and nothing here changes that. What changes is the office work: the calls, the follow-ups, the reminders and the reports that currently need the owner to be awake and available.

You also stay the one who decides. Work you hand over should be work you can see, approve and take back. A good workforce, human or not, prepares and you approve, and the jobs you have learned to trust it runs on its own, inside the rules you set.

taskforse is building for that second column: the work done, not another place to do it. If you are still the one covering the shift and sending the quote at night, join the waitlist.