Frequently asked questions

Muley is the back office for an owner-operated small business — the kind that never had one. Every business splits in two: the work you started it for, and the work that just has to happen or the doors close. Muley takes the second half — bookkeeping, supplier emails, invoices and deposits, scheduling, your website and listings, and marketing — and carries each job to the end. The one thing it hands back is the message going to your customer, written and waiting for your yes.

Muley is built for owner-operated small businesses: solo operators and small teams who do the work themselves and handle the admin after hours. It is not built for multi-location chains, or for businesses that already employ a bookkeeper, an office manager, or a dispatcher. The AI agents attracting the largest investment automate work that a company's existing staff does today. Muley is for the owner who is that staff.

Muley draws a hard line at the conversation. It handles the load — suppliers, books, listings, invoice and deposit nudges — and it drafts your follow-ups, but the human back-and-forth with your customer stays yours to send. The single exception is the review-request text after a completed job, which you switch on yourself. Two other kinds of tool get compared to Muley. Website builders and chatbots work the front of house. Vertical AI agents built for industries like plumbing, insurance, and freight automate the work a company's existing staff already does. Muley works the back office of a business that has no such staff.

One, and only one: the review-request text that goes out after a completed job, which you switch on and set up before it sends anything. Every other customer message — quotes, follow-ups, replies — is drafted by Muley for you to review and send yourself. The conversation with your customer stays yours, because the personal relationship is what wins local business.

Partly, and the difference is the useful part. A vertical AI agent automates one job in one industry, and nearly every funded one replaces an employee a company already pays: the dispatcher who answers the phone, the team that clears an underwriting queue, the coordinator who quotes a load. Muley shares that wave's thesis — the money in AI moved to paperwork, and a person still signs off — without matching its definition. It carries six kinds of back-office work rather than one, across any owner-operated trade, for a business with nobody on that payroll line. That is exactly why nobody in the funded wave built it.

AI tools built for plumbing, HVAC, insurance, or freight automate work that a company's existing staff does today: the dispatcher who answers the phone, the analysts who clear an underwriting queue, the coordinator who quotes a load. Those tools replace a payroll line. Muley is built for a business that has no such payroll line, where the owner is the dispatcher and the bookkeeper. Muley also does not answer phones. Its front door is email and text.

No. Muley assumes the opposite. It is built for owner-operators who have no bookkeeper, office manager, or dispatcher, and who handle the administrative work themselves after hours. Shared access for a team is coming soon for teams and is not available today.

Muley is built for cake studios and bakers, florists, contractors and trades, salons and spas, photographers, and caterers, each with its own page at https://muley.ai/industries. The back-office work is the same across all of them, so the list is where the vocabulary has been written rather than a limit on who can use it.

Muley covers six areas: your website and online listings, getting paid (invoices, deposits, overdue nudges), bookkeeping and expenses, supplier and inventory ordering, marketing that would otherwise lapse, and everyday admin like booking reminders and quotes. Each is described in detail at https://muley.ai/features/website and the other feature pages.

Yes. You can ask Muley questions like how revenue compares to last week, and it answers from your own data rather than a generic estimate.

Yes. You give Muley the details of a job or inquiry, and Muley drafts a priced order or quote for you to review, adjust, and send yourself.

Muley sends the review request by text message after a completed job, because texts get opened far more often than review emails. This is the one message Muley sends without you approving it individually — you switch the automation on and set it up first, and you choose which jobs trigger it.

No. Muley keeps your books tidy through the year, categorizes expenses, tracks mileage, and assembles a profit-and-loss statement and receipts bundle. Your accountant still files your taxes — they just get a clean bundle instead of a shoebox.

Muley is the company, and the price sits with the product. Muley's first product is Bakery Buddy, for cake studios and bakeries — its plans are published at bakerybuddy.ai. For every other trade Muley is still pre-launch, so there is nothing to charge for yet: join the early-access list and you will know what it costs before you are ever asked to pay for it.

Shared access for a team is coming soon for teams and is not available today. Muley currently assumes one owner-operator account.

Not yet. Muley is pre-launch. Access is by early-access list at https://muley.ai — enter your email and you will be contacted when access opens.

No. Muley is free to start and requires no credit card.

Muley is built by Chad Holdorf. Its first product, Bakery Buddy, is built and running, and a real working cake studio runs its orders and its customer email on it. The workflows are tested against an actual small business rather than designed in the abstract.