PlowzBox · How it works

What happens between a text and a booked job.

No magic, no hand-waving. This page walks the whole path: the box on your shelf, what it learns about your business, how it drafts a reply, where you tap approve, and what it does after the customer says yes.

The short version: plug it in, teach it your business, and hold the approve button. Everything else is detail, and the detail is below.

The PlowzBox appliance: a matte-black mini computer with a green status light and the PlowzBox mark.
Dew-covered grass at sunrise with rooftops on the horizon
By the time the dew burns off, the replies are drafted and waiting for your tap.

Step one · The box

It's a small computer. It plugs into your router.

PlowzBox is an appliance, like a modem or a thermostat, not an app you install or a website you log into. Inside is a small Intel PC running Linux. Everything this site describes runs on it, in your building.

  1. Unbox it

    In the box: the PlowzBox itself, a power cable, and an ethernet cable. That is the complete parts list.

  2. Plug it in

    Power to the wall, ethernet to a free port on the router at your shop or home office. No server room, no IT guy, no software to install on your computer.

  3. It comes online

    The status light goes green and the owner dashboard is ready on your phone or laptop, protected by a PIN only you set. Then the real setup starts: teaching it your business.

The whole install. If you can plug in a router, you can plug in a PlowzBox.

For the technically curious: Intel NUC small-form PC · Ubuntu Linux · full-disk encryption (LUKS2) · no inbound connections from the internet. More on that side of things on the security page.

Step two · It learns your business

Before it says a word, it learns what's true.

The assistant doesn't answer from imagination. It answers from records you give it and records it keeps. That is the difference between an AI that helps and an AI that embarrasses you.

Your services

What you actually offer

Weekly mowing, cleanups, mulch, hedge trimming, whatever your operation really sells. If you don't offer it, the assistant says so instead of promising it.

Your price book

Where every dollar comes from

Every price the assistant ever quotes comes from your price book. If the price isn't in there, it tells the customer it needs to check and flags you. It never guesses a number.

Your hours & calendar

Real openings only

It knows when you work and what's already booked, so it offers slots that actually exist. No phantom appointments, no double-booked Saturdays.

Your history

Who's who

Customers, properties, past jobs, and notes build up on the box over time, so “it's Dave on Maple Ave” means something to it.

How this works under the hood: a technique called retrieval-augmented generation. An embedding model indexes your price book, your job history, and a professional landscaping knowledge base, so when a question comes in, the AI is handed the right page of your records to answer from, instead of answering from thin air.

Step three · A customer reaches out

One message, five stops, your thumb on the last one.

A text, an email, or a missed call that turns into a text-back. Whatever the channel, every message rides the same rails:

  1. A message arrives

    A customer texts, emails, or calls while you're on the mower. A missed call becomes an automatic text-back so they aren't dialing your competitor.

  2. It understands

    The AI works out who's writing, which property it's about, and what they're actually asking, even when the ask is three questions in one rambling text.

  3. It checks what's real

    Your calendar for genuine openings. Your price book for the real number. Your records for the history. Nothing in the reply is invented.

  4. It drafts a reply

    A grounded draft in your company's voice. If the answer isn't in your records, the draft says so honestly and the question is flagged to you.

  5. It waits for you

    The draft sits in your approval queue. You decide which kinds of replies can go out on their own and which always wait for your tap.

Step four · You approve from your phone

The approve button is the point.

Drafts queue on your phone. Read it, tweak it if you want, tap approve, and it sends from your business number. Ten seconds at a red light instead of twenty minutes at the kitchen table.

  • One tap to approve, easy edit before it sends.
  • You choose what's allowed to send automatically and what always waits.
  • Disputes, refunds, and upset customers are never answered automatically. They come straight to you, always.

Illustrative conversation. Real prices come from your price book, not from this website.

Step five · After the yes

The yes is where the busywork starts. It handles that too.

Most tools stop at the reply. The point of an office manager is the follow-through: the booking, the nudge, the invoice, the crew sheet.

Booking

On the real calendar

The job lands in a genuine opening, the customer gets a confirmation, and reminders and “on our way” texts follow without you touching it.

Scheduling : booking and crew details
Quotes

Follow-ups that don't forget

Sent quotes get polite follow-up nudges drafted for you, because the fastest and most persistent responders win the work.

Quotes & billing : quote follow-up details
Invoices

The awkward ask, drafted

Invoices go out when the work is done, and the uncomfortable payment reminder is drafted for you. You just hit approve.

Invoicing : invoicing and reminders details
Crew

Tomorrow, on one sheet

Each crew gets a day board: where to be, what to do, gate codes and notes included, so the morning doesn't start with twelve texts.

Crew run-sheets : crew day board details

The brains · All on the box

Two sizes of brain, and the box picks.

All the AI in this walkthrough runs on the box itself. No cloud account, no per-token fees. There are two main models, and the box routes each message to the right one on its own.

Fast tier

Routine questions, answered in a blink

“When's my next mowing?” or “can you come Thursday instead?” goes to a small, quick model that answers in about the time it takes to read. Most messages live here.

Hard tier

Nuanced ones get the bigger model

A tangled quote request, a long winding email, a customer who's asking three things at once: those get handed to a larger model on the same box. Slower by a beat, better judgment. You never pick, the box routes it.

For the technically curious: qwen2.5:7b handles the fast tier, phi4:14b takes the hard and nuanced questions, qwen2.5-vl reads customer photos, and nomic embeddings power the search over your records, all served by Ollama on the box's own hardware. No API keys, no external model endpoints, no cloud fallback quietly sending your data out. Full story on the local AI page.

Honest fine print

What needs the internet, and what doesn't.

The AI and your records live on the box, so a dead connection doesn't stop your day. But messages still have to travel, and travel takes a connection. Here's the honest split.

Keeps working offline

Everything that lives on the box

  • Your schedule and calendar
  • Customer records, job history, and notes
  • The AI assistant, drafting and answering your questions
  • Crew day boards and the owner dashboard, on your local network
Needs a connection

Anything that has to travel

  • Sending and receiving texts and emails
  • Missed-call text-backs
  • Checking the queue from your phone while you're away from the shop

Same as any phone. When the connection drops, the box keeps planning and drafting; outbound messages go when the connection comes back. Nobody's product texts without a network, and we won't pretend ours does.

Early access

Watch the whole loop run, live.

At the demo, a real message goes in one end and an approved, grounded reply comes out the other, off the box, in front of you.

You own the box. Your data stays on it. Pricing announced at demo.