AI Operations · Specialized Janitorial & Cleaning
Specialty cleaning deserves a specialty operations stack.
Kitchen exhaust hoods, solar panel arrays, high-rise windows, post-construction — the work is priced differently, scheduled differently, and sold differently than recurring janitorial. We build the back-office that reflects that.
What's broken
The friction we hear about most.
Specialty quotes take days — clients ghost
The lead comes in hot. By the time the quote is drafted and sent, they've already booked someone else.
Service changes never update the invoice
A client adds a hood, the crew knows, the invoice doesn't. Revenue quietly walks out the door.
Recurring and project work fight each other
Specialty projects break the crew schedule. Nobody wants to say no to a high-margin job, but nobody can plan around them either.
Owner is the bottleneck on every price
Every non-standard quote needs the owner. Growth is capped by their calendar.
Case Study
Who we've built this for.
Client
Eclipse Glass CleaningVisit site
Eclipse operates across window, canopy, and solar panel cleaning in Hawai'i — a textbook specialty cleaning business with recurring and project work running side-by-side. We designed the business operations stack, delivered a gameplan for integrating quoting, scheduling, and invoicing, and built out their website. The same engagement overlaps with our Trade & Home Services work — specialty cleaning lives in both worlds.
Tools we integrate
Your stack. Not ours.
We meet your team in the software they already use. These are the platforms we most commonly connect, automate, and layer AI on top of in this industry.
Workflows we build
Concrete systems, delivered.
Quote-to-invoice automation
A lead, a quote, a schedule, an invoice — all connected so a change in one flows everywhere else.
Specialty-scope quoting
Templates and pricing logic built for the service — square footage for solar, linear footage for hood runs, floor counts for high-rise — so quotes go out same-day instead of next-week.
Recurring + project service sync
Recurring maintenance and one-off project work in the same system, so crew scheduling and invoicing don't fall apart when a big specialty job lands mid-month.
Online booking & intake
A booking flow on your site that captures the lead while you're on a job and routes it to the right crew based on service type.
Crew dispatch & routing
Job stacks, drive-time optimization, and day-of updates so specialty crews show up with the right gear.
AR & collections follow-up
Automated reminders, payment links, and escalation so receivables stop quietly aging.
What we do about it
Concrete deliverables, not generic frameworks.
Specialty quote-to-cash stack
Quoting, scheduling, invoicing, and AR connected so a change in one flows to the others — with service-type logic built in for canopy, solar, high-reach, and post-construction scopes.
Operations gameplan
A sequenced plan — what to fix first, which tool to use, what to hold off on — tailored to how your specialty business actually runs.
Website and online booking
A site that captures specialty leads with the right context for each service, pushes them into the pipeline, and filters out the tire-kickers.
Crew routing and recurring service automation
Recurring service contracts, dynamic routing, and crew scheduling that absorb one-off specialty projects without blowing up the week.
How We Work
Survey → Blueprint → Build → Maintain.
Every engagement follows the same four stages. Here's how each one looks inside specialized janitorial & cleaning.
Survey
30 minutes on your service mix, crew composition, and where the week goes sideways when a specialty job lands on a recurring route.
Blueprint
We map quote-to-cash by service line — recurring vs canopy vs solar vs post-construction — and score every handoff for leakage.
Build
Quote-to-invoice automation first, then scheduling, then AR. We stagger so the crew doesn't absorb all the change at once.
Maintain
Optional monthly — new service lines get added to the pricing logic, seasonal patterns get tuned, integrations stay current.
Two Ways to Work
Build it yourself, or hand it to us.
Strategy & Coaching
For the technical operator who wants to build it themselves.
You're already fluent with AI tools. You need a partner who'll diagnose where the leverage is, hand you a blueprint, and coach your team through the build. We scope, we advise, we review. You execute.
Done-For-You Operations
For the operator who wants it handled.
You don't want to touch the tools. You want someone to audit the back-office, build the workflows, integrate the systems, and keep it all running. We run the build; you run the business.
Common Questions
Before you book the call.
Related industries we serve
Get Started
Let's tighten your operations.
A 30-minute call to map your quote-to-cash flow across recurring and specialty work — and spot where the margin is slipping.