Mavrin Labs gives service firms hours back across intake, scheduling, invoicing and the handoffs in between, and holds on to the revenue that slips when a follow-up or an invoice goes out late. Mavrin Labs builds on the software your people already use, and you agree the result the team will measure before the work starts.
Where do the hours go between an enquiry and a paid invoice?
The hours vanish into the gaps between separate systems rather than into the skilled work itself. An enquiry lands in one inbox, the visit goes into a calendar, the notes live in a document, the invoice happens in accounting software, and a person carries the same details across all four by hand. Every carry is an opportunity to mistype something.
- Intake
- Somebody copies a name, an address and a request out of an email into a sheet or a calendar.
- Reminders
- A reminder nobody sent becomes an empty slot that the firm cannot sell twice.
- Invoicing
- Invoices wait for a quiet hour on Friday, so the money arrives weeks after the work.
- Handoffs
- The next person asks the client for details the firm already holds somewhere else.
Revenue leaks through the same gaps. A follow-up that never goes out becomes work the client gives to somebody else. None of that reflects insufficient effort. It reflects facts that cannot move on their own.
What gets built for service businesses
A project usually combines two or three of these, selected for the hours they give back and the revenue they protect. Each one is assembled on the systems you already operate.
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Intake to invoice, running on its own
The spine of a service firm runs from first enquiry to paid invoice. Mavrin Labs automates the steps in that chain that repeat: log the enquiry, offer the slot, open the job record, send the reminder, draft the invoice from the work done. AI automation covers how those steps work and where a person still approves them.
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Client records that agree with each other
Everyone who serves a client should see the same facts. Connected records mean the enquiry, the visit history, the notes and the invoices all point at one client rather than four half-copies of them. Systems integration covers the links, and the rules for what wins when two systems disagree.
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Reporting on where the hours and the revenue went
Owners frequently guess at the shape of their own week. Reporting answers plain questions: which jobs ran over the hours you quoted, how long enquiries wait, which work repeats. Data and reporting builds that view from live systems and sends it on the day you pick.
An illustrative scenario
What follows is an illustration written for this page. It names no real firm, and it holds no figures. Picture a small maintenance firm whose enquiries arrive by email and by phone.
- How the week runs today
- The office manager copies details into a sheet, offers slots by replying one email at a time, keeps job notes in a notebook, and writes invoices on Friday from those notes.
- How it runs after a build
- An enquiry opens its own client record, the slot offer goes out with the right times, the job notes land in a draft invoice, and the office manager approves invoices instead of writing them.
How is the result agreed and measured?
The result starts as a measurement of where the firm stands now, taken before anybody builds a thing. The team times the intake, scheduling and invoicing work as it runs today, counts how often each one runs, and writes it down with you. You then pick the target, the way you will measure it, and the review date.
- A baseline, timed and written down while the work still runs by hand.
- A target in hours back or in revenue, agreed in your own words.
- One way of measuring the result, with a named person who does it.
- A review date, set before the build rather than after it.
Because that agreement sits in writing, the review becomes a comparison rather than a chat about impressions. The measurable results method sets out the four parts in full, and the AI automation readiness guide is worth reading before the first conversation.
How the work runs
The build runs in five named steps. Each one ends with something you can look at and approve, so the project never disappears for a month. The process page covers what happens at each step and what you give to it.
A Mavrin Labs team of thirteen people in mixed roles delivers this work, and the same people stay with a project from the assessment to the review. That is why the people at the review already know what the workflow does and where it still needs a human hand.
Where Mavrin Labs works
Based in Sarasota, Florida (Sarasota County), meeting clients in person in Sarasota and Manatee counties and working with clients anywhere.
This work runs remotely from end to end, so a service firm anywhere can become a client. Face to face meetings happen inside the two counties named above, when walking the site together earns the trip. The areas we serve page covers the local side of the work.
Related reading
Firms that sell online as well as in person should read the e-commerce page, and mission-led organizations the nonprofits page. The industries hub lists every page in this group, and how engagements work explains how scope and the investment are settled.
Frequently asked questions
Do we have to replace our scheduling or invoicing software?
You do not have to replace your scheduling or invoicing software. Mavrin Labs treats the tools your staff open every day as the floor to build on, then adds the links between them, so nobody learns a new screen. Mavrin Labs tells you straight away if one of those tools cannot do what a workflow needs, and the choice about it stays yours.
What does the first conversation actually cover?
The first conversation covers one workflow in your own firm, picked because it repeats and because it annoys somebody every week. You walk through how the work moves today, the team asks what happens when it goes wrong, and together you work out whether the hours in it justify a build. You leave with an honest reading, even when that reading is to leave the task alone.
How soon can we tell whether the automation worked?
You can tell whether the automation worked on the review date, because you and Mavrin Labs fix the measure before the build. The team times the work as it runs today, you agree the target together, and it times the same work again afterwards. This page names no date, because the review date belongs in your written scope rather than in a public promise.
Does the work include answering our enquiries or calls?
The work does not include answering your enquiries, taking your calls or handling messages after hours for you. Mavrin Labs builds the systems your own people run, which is a different job from staffing a desk. An automation can log an enquiry, send it to the right queue and draft the reply, and then a named person at your firm decides what goes out.
Who will we deal with during the project?
You deal with the same Mavrin Labs team of thirteen people for the whole project. The people who map your intake and invoicing are the ones who build the workflow, launch it and turn up at the review. Nobody hands you from a salesperson to a stranger halfway through, and the review is held by people who know the work.
Can we automate one workflow before committing to more?
You can automate one workflow before you commit to anything more, and that is usually the sensible order. One workflow gives you a real baseline, a result you can see, and an honest impression of how the work feels. If it pays off, you and Mavrin Labs write the scope for the next one afterwards, using what the first one actually showed.
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Which hours would you take back first?
Send Mavrin Labs one workflow that is costing you the most time, and the reply comes back by email from the people who would build the fix.
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