TROSSEN × FIZZIONROBOT SERVICES · GTM COMMAND · DRAFT v0.1
Draft v0.1 · for the Trossen partnership meeting, Tue 25 Aug 2026 · joint confidential

Robots that clock in.

Trossen builds the mobile manipulator. Fizzion drives it. The customer buys neither — they buy hours of work nobody applies for, billed monthly.

FITNESS FLOORRETAIL AISLEOFFICE LOBBY
Operators identified
97
multi-site, named, sourced
Robot placements
580
across 2,513 sites
Service hours / month
86,874
addressable in this list
Tier A
22
call these first
Named contacts
57/97
50 source-verified
US market for this work
$81.9B
janitorial services, 20251
Rough first pass

One research pass, built to start the conversation. Every figure is directional and every number carries a source. No price for our service appears anywhere on this page — that is a partnership decision, not a research finding. Method lists where the model is soft.

01 — Thesis

We sell a shift nobody shows up for.

A business that cannot fill an overnight vacancy is not comparing us to a wage. It is comparing us to the work not getting done.

The labor gap

  • 2.17M janitors and cleaners in the US, mean wage $17.43/hr.2
  • Building-cleaning mean wage: $25.46 San Francisco,3 $25.28 San Jose,4 $20.87 Chicago5 — against $19.66 nationally.
  • Contract-cleaning turnover runs a ~200% annual median, against ~20% for US service industries; labor is 45–55% of contractor revenue.6
  • Quits and openings in these labor pools sit well above the all-industry average — chronic unfilled vacancy in exactly this workforce.7,8

All figures above are published market and labor statistics. None is a Trossen or Fizzion price.

Trossen brings

  • A shipping mobile manipulator — Mobile AI now, Rivet next.9
  • Native teleop, ROS 2, dual arms, rolling base.
  • 22 years of hardware, repair, and an insurance path.
  • Missing: any commercial motion. No RaaS, no leasing, no SMB sales.

Fizzion brings

  • The operators who make it useful before autonomy arrives.
  • Teleop turns a research platform into billable labor now.
  • Contracts, routes, service delivery, field team, customers.

What it actually does

One operator, one machine, the routine physical work of keeping a site open. The blue eye is a Fizzion teleoperator; the orange is whatever it is holding.

Nightly floor care
Dusting high surfaces
Restocking supplies
Trash & recycling
Inspection rounds

What the customer buys

BuysA monthly subscription for N hours of finished work
Never touchesHardware, charging, updates, repair, insurance, staffing
CancelsLike any service contract — no stranded capital
BragsTheir site has a working robot. Everyone sees it nightly.
Whoever fields the first visibly useful fleet defines the category. Every buyer after that compares the next vendor to us.

Division of labor

TrossenFizzion
Hardware, spares, firmware
Field repair & maintenance SLA
Fleet insurance
Teleop platform & operators
Service delivery & QA
Contracts & billing
Field sales
Category marketing

● lead · ○ support. Both companies sell nationally.

02 — Market

$58.1B is already being spent on this work.

Every figure here is what the market currently pays for this labor — establishment counts from industry sources, multiplied by service hours and the published commercial-cleaning rate range.24 It is a measure of existing spend, not a revenue forecast.

US janitorial services
$81.9B
2025, growing 3.3% a year1
Reachable slice
$1.1B
two launch metros, feasible tasks only
36-month fleet plan
120
robots deployed · 5 by month 6

Current market spend on this work, by vertical

US establishments × addressable service hours × the published commercial-cleaning rate.24 Hover any bar for the arithmetic and the site count behind it.

$3.5B$7.1B$10.6B$14.1BRestaurants (full & limited service)$14.1BMedical & dental offices$10.5BMultifamily property management$7.5BSchools / charter networks (K-12)$5.4BGrocery & convenience stores$5.1BFitness / gym clubs$4.6BHotels$3.5BSenior living / assisted living$2.2BHouses of worship$1.4BChildcare centers$1.3BVeterinary clinics$973.1MAuto dealerships$428.1MSelf-storage facilities$376.6MCar washes$360.0MWarehouses / 3PL$288.0MOffice parks / coworking$121.0M

What we attack, and what we cut

Scored 1–5 on six dimensions. Tier 1 launches now. Tier 3 is cut for a hard constraint — biohazard, volunteer budgets, procurement, child safety — not a preference.

VerticalTierPainFeasibleDensityWill paySpeedDemo/30Market spend
Fitness / gym clubs10
Locker room / restroom / equipment wipe-down is chronic pain point and…
T154543526$4.6B
Self-storage facilities11
Mostly unmanned/single on-site manager today; task = trash, restroom…
T135534323$376.6M
Hotels12
Guest-room housekeeping (the biggest labor pain) needs dexterity/privacy…
T152443422$3.5B
Grocery & convenience stores13
45,575 supermarkets + 152,255 convenience stores. Overnight floor…
T143533422$5.1B
Multifamily property management14
Property count estimated from NMHC's 23M apartment units nationally…
T244433321$7.5B
Auto dealerships15
Franchised new-car dealers only (NADA 2025); showroom glass/floor care…
T233343420$428.1M
Senior living / assisted living16
Very high labor pain and hours/site, but vulnerable-resident population…
T252442320$2.2B
Office parks / coworking17
Small site count but tech-forward buyers (coworking operators) and Bay…
T234242520$121.0M
Warehouses / 3PL18
Large open floorplates and existing tolerance for robots (AMRs already…
T244233319$288.0M
Medical & dental offices
395,000 physician group practices + 178,461 dental practices. High…
T232542218$10.5B
Restaurants (full & limited service)
Highest establishment count of any vertical but tiny sites, thin margins…
T242522318$14.1B
Veterinary clinics19
Biohazard/animal-waste handling and infection control make full teleop…
T332432216$973.1M
Car washes20
Wash itself already automated; residual need is small…
T322323214$360.0M
Houses of worship21
Largest raw site count but low frequency (weekly use), volunteer-run…
T323511214$1.4B
Schools / charter networks (K-12)22
High hours/site but child-presence, district procurement cycles (RFP…
T342321214$5.4B
Childcare centers23
Child-safety/licensing rules make an operator-controlled robot on-site…
T341421113$1.3B
Weakest number: metro site counts are national counts scaled by population share, not measured. Concede it and point at the target list, which is counted company by company.
03 — Utilization

Hours per site decide the route, not the pitch.

A robot parked at a site earns nothing on the hours it does not work, so the number of billable hours a single location can absorb is what separates a standalone placement from one that only works as part of a route. This is an operational question, and it is answerable before any commercial terms exist.

Billable hours per site per month, by vertical

Averaged across the 97 operators in the target list. Modeled from facility size and service frequency — see Method. Hover for the operator count behind each bar.

26 hrs51 hrs77 hrs102 hrsGrocery/C-Store102 hrsHospitality92 hrsFitness87 hrsSenior Living58 hrsWarehouse/3PL35 hrsCar Wash32 hrsCoworking/Flex Office30 hrsSelf-Storage30 hrsProperty Management26 hrsBSC/Channel Partner26 hrsAuto Dealer Group25 hrsRestaurant Group22 hrsMedical/Dental Group18 hrs

Route work — under 40 hrs

53 operators

Self-storage, car wash, small professional offices. A single site cannot keep a robot busy. These only work clustered — one machine serving several nearby locations on a nightly circuit, which makes geographic density a scheduling requirement rather than a nice-to-have.

Standalone — 40 to 120 hrs

37 operators

Property portfolios, senior living, dealer groups. A site absorbs a meaningful shift on its own, and a second site in the same portfolio is an easy expansion rather than a new sale.

Anchor — 120 hrs and up

7 operators

Large gyms, grocery, 24-hour convenience. A single location can occupy a robot for most of a month. These are the first calls and the first pilots — highest utilization, most visible, easiest to staff.

The number that moves everything: 1.5 robot-hours served per operator-hour. Unproven — no published standard exists for teleoperated mobile manipulation, and it drives how many operators a fleet needs. First thing a pilot must measure.
Duty cycle is unknown too. A research platform running a few hours a week is not the same machine as one running a full shift in a commercial building. What wears, and how fast, is a question for Trossen's engineering team, not for this page.

What the market already pays for robot services

Published prices from other vendors, cited. Context for where this market sits today — not a proposal for what we charge, which is not addressed anywhere on this page.

VendorWhat it doesPublished priceSource
SoftBank WhizAutonomous commercial vacuum $1,042/mo, 36-mo term25
SomaticAutonomous restroom cleaning $1,000/mo flat26
Avidbots Neo 2Autonomous floor scrubber ~$600–900/mo27

All three are autonomy-only and single-task. None performs manipulation, and none is sold as staffed hours of finished work.

04 — Targets

97 operators · 580 placements · 86,874 service hours a month

Real companies with sourced site counts, scored on labor pain (25%), site density (25%), expansion (20%), decision speed (20%), demo value (10%). Expand a row for contacts, angle, objection, and sources. 10 are building service contractors, listed as channel partners rather than end customers.

One pipeline, two teams. Both companies sell nationally and share this list. The regional filter below is a travel convenience — Fizzion starts on the West Coast, Trossen in the Midwest — not a territory split. Every customer either team lands is revenue for both.

Where the service hours are

Addressable service hours per month by vertical, across all 97 operators.

5.6k11.1k16.7k22.3kGrocery/C-Store22.3kProperty Management16.6kFitness12.0kBSC/Channel Partner10.5kHospitality5.3kMedical/Dental Group4.5kCar Wash4.4kRestaurant Group4.2kSenior Living2.6kAuto Dealer Group2.3kSelf-Storage1.9kCoworking/Flex Office120Warehouse/3PL105
#OperatorTierScore SitesBotsHrs/moContact
Gap: 97 of 150 requested. Research hit a search ceiling and each pass stopped rather than pad with unverified companies. Thin: West Coast self-storage, car wash, 3PL; Chicago coworking.
05 — Field Plan

Whoever is closest goes.

Weekly cheap in-person touches, a robot in the room where the venue allows, and one trip both teams take together. Eight $40 chamber breakfasts beat a $12,000 booth until we have three references.

Midwest & East calendar

Chamber mixers weekly; the Chicagoland Apartment Association show in October is the best single day.

DateEventPriDemoCost
09-15Chicagoland Chamber - Business After Business Mixer
Chicago, IL · Chamber
P1$25-45
10-13Chicagoland Apartment Association Trade Show & Education Conference (TSEC)
Chicago, IL · Vertical Trade
P1Attendee ~$50-150…
10-21BOMA/Chicago Expoest
Chicago, IL · Facilities Trade
P1Free to attend; exhibit…
11-16ISSA Show North America 2026
Las Vegas, NV · Facilities Trade
P1Attendee ~$300-600…
11-17BSCAI Contracting Success 2026
Las Vegas, NV · Facilities Trade
P1Attendee ~$1,200-1,800…
03-30Inside Self-Storage (ISS) World Expo 2027
Las Vegas, NV · Vertical Trade
P1Attendee ~$200-500…
09-09BNI Chapter Meetings - East (Chicago/Illinois chapters)est
Chicago / Naperville / Schaumburg area · Local Networking
P2Free for 1-2 visits…
09-17Naperville Area Chamber of Commerce - Business After Hoursest
Naperville, IL · Chamber
P2$15-35
10-06NACS Show 2026
Las Vegas, NV · Vertical Trade
P2Attendee ~$700-1,700…
10-08Chicagoland Chamber Premier Luncheonest
Chicago, IL · Chamber
P2$60-125
02-13Chicago Auto Show 2027 (Industry Preview)
Chicago, IL · Vertical Trade
P2Public admission ~$15…
04-19ProMat 2027
Chicago, IL · Robotics/Tech
P2Attendee registration…
05-10Automate 2027
Las Vegas, NV · Robotics/Tech
P2Expo pass often…

West Coast calendar

One recurring Peninsula/SF touch a week; save budget for RoboBusiness in Santa Clara.

DateEventPriDemoCost
09-02Bots, Bevs & Devs (Silicon Valley Robotics monthly meetup)
San Francisco, CA · Robotics/Tech
P1Free to ~$20 (RSVP/door)
09-02BOMA San Francisco - BOMA Java
San Francisco, CA · Facilities Trade
P1$0-30
09-16Mountain View / Peninsula Multi-Chamber Business Mixerest
Mountain View, CA · Chamber
P1$15-35
10-15BOMA San Francisco Membership Luncheon
San Francisco, CA · Facilities Trade
P1$60-100
10-19RoboBusiness 2026
Santa Clara, CA · Robotics/Tech
P1Attendee pass…
11-16ISSA Show North America 2026
Las Vegas, NV · Facilities Trade
P1Attendee ~$300-600…
11-17BSCAI Contracting Success 2026
Las Vegas, NV · Facilities Trade
P1Attendee ~$1,200-1,800…
03-30Inside Self-Storage (ISS) World Expo 2027
Las Vegas, NV · Vertical Trade
P1Attendee ~$200-500…
05-18LeadingAge California BOLD Annual Conference & Expo
Palm Desert, CA · Vertical Trade
P1Attendee ~$700-1,000…
09-03Sunnyvale Chamber 4th Quarter Luncheon
Sunnyvale, CA · Chamber
P2$40-65
09-08BNI Chapter Meetings - West (SF/Silicon Valley chapters)est
San Francisco / San Jose / Palo Alto area · Local Networking
P2Free for 1-2 visits…
09-10Bagels & Business - Morning Networkingest
San Francisco, CA · Chamber
P2$0-25
09-15SF Chamber Business Mixerest
San Francisco, CA · Chamber
P2$20-50
10-06NACS Show 2026
Las Vegas, NV · Vertical Trade
P2Attendee ~$700-1,700…
10-20Sunnyvale Chamber Annual Meeting & Breakfast
Sunnyvale, CA · Chamber
P2$45-75
11-18IFMA World Workplace 2026
Anaheim, CA · Facilities Trade
P2Attendee ~$1,200-1,900…
12-06IEEE Humanoids 2026
Santa Clara, CA · Robotics/Tech
P2Attendee ~$700-1,200…
05-10Automate 2027
Las Vegas, NV · Robotics/Tech
P2Expo pass often…
05-20BOMA San Francisco Trade Showest
San Francisco, CA · Facilities Trade
P2Exhibit booth…
06-11Bay Area Silicon Valley Summitest
South San Francisco, CA · Chamber
P2Sponsor/attendee tiers…

Sept–Nov 2026

Three paid pilots — one gym, one grocery, one property portfolio — picked for 80+ hrs/month, not logo value. Measure the operator-to-robot ratio.

Dec–Mar 2027

Turn pilots into references at ISSA and BSCAI. Open the contractor channel. Route-cluster the small sites.

Apr 2027+

Expand along the franchise-group graph — a happy franchisee introduces the brand's others. Only then does outbound earn its keep.

06 — Tuesday, 25 Aug

What to walk out with.

Expect founder-level people. Trossen is 22 years old and hiring its first SDR — no enterprise sales apparatus, no RaaS playbook to conform to.

The ask

  • Units. 3–5 robots at cost or consignment for a 90-day paid pilot.
  • Maintenance SLA we can put in a customer contract. Response time, swap unit, who eats a failure.
  • Insurance wrapper. A robot in a public gym at 2am is an underwriting question — every buyer asks.
  • Exclusivity: teleop services on their platform, 18 months. A head start, not a lock.
  • Their team on this list. 97 scored operators, shared.

Open questions

  • Rivet. Announced 18 Aug with no public specification or availability date. Payload, reach, runtime, and duty cycle all need answers.9
  • Customer pricing. Not proposed anywhere in this deck, deliberately. Set it together.
  • Commercial structure. To be worked through in the room, not pre-empted here.
  • "New Theory" — no company, product, or partnership by that name exists in our research. Confirm before raising it.
  • Duty cycle. 4 hrs/week in a lab ≠ 80 hrs/month in a building. What wears out?

Naming the bundle suggestion

Name the shift, not the robot. "Robotics" or "-as-a-Service" puts us in a hardware evaluation. A shift puts us in a staffing conversation — where the comparison is the role they cannot fill.

Recommended

Trossen Shift

"Who's covering tonight?" — "Shift's on it." An invoice line, and a unit you add more of. Stretches past cleaning; NightShift would box us in.

Alternate

Trossen Crew

Better if sites take multiple units — "add a second Crew" sells expansion. Warmer, less precise.

Alternate

Trossen Relief

Names the buyer's feeling, not the service. Riskier — can read as charity or medical.

Tier names should be hours, not dollars. Shift 40 / 80 / 160 describes what the customer receives and stays true whatever the commercial terms turn out to be. The bands line up with the utilization tiers in section 03, so the name tells the field team how to schedule the route.

Avoid anything with AI (invites a capability argument) or Bot (undercuts the offer), and any name carrying Fizzion — Trossen is the face. Not cleared: no trademark or domain check run. Who owns the mark is a Tuesday question, not a naming one.

First five — Midwest & East

  • Gas N Wash — Car Wash, 31 sites, 1,550 hrs/mo
  • The Habitat Company — Property Management, 55 sites, 2,475 hrs/mo
  • Family Express Corporation — Grocery/C-Store, 81 sites, 3,645 hrs/mo
  • Oxford Hotels & Resorts — Hospitality, 14 sites, 980 hrs/mo
  • Charter Fitness — Fitness, 45 sites, 2,475 hrs/mo

First five — West Coast

  • Del Grande Dealer Group (DGDG) — Auto Dealer Group, 15 sites, 525 hrs/mo
  • Curry Up Now — Restaurant Group, 5 sites, 100 hrs/mo
  • The Bay Club Company — Fitness, 19 sites, 2,660 hrs/mo
  • Carbon Health — Medical/Dental Group, 15 sites, 225 hrs/mo
  • Prometheus Real Estate Group — Property Management, 32 sites, 800 hrs/mo
Say it before they do: Richtech is building the same full-stack model with no customers yet. The window is real and narrow. Signed this month beats built next quarter.
07 — Method & Limits

Where this is soft.

How the list was built

  • Four research passes — two per region, split by vertical.
  • Sources: trade press, chamber and association directories, business-journal lists, company sites.
  • Dropped anything we could not verify at 3+ regional sites.
  • No contact was invented. A name appears only with a source URL. 40 rows carry a title and a LinkedIn search instead.
  • Service hours are modeled from facility size and service frequency per vertical — a planning estimate for prioritization, deliberately expressed in hours rather than dollars.

Three things that could break it

  • Metro site counts are national counts × population share. A proxy, not a measurement.
  • 1.5:1 operator ratio has no published standard behind it. Biggest lever in the cost model.
  • Service hours per site are modeled from facility size and service frequency, not measured. They drive the ranking, so a systematic error here reorders the list.

Keeping it current

Both teams read this page and share one pipeline. When a target moves — contacted, meeting set, pilot signed, dead — update the CSV and this dashboard so neither team calls the same operator twice. Weekly through pilots, then monthly.

Sources27 referencesEvery figure on this page, traced — superscripts link here.
  1. 1Grand View Research, US Janitorial Services Market Report, 2025
  2. 2BLS OEWS 37-2011, Janitors and Cleaners, national, May 2023
  3. 3BLS Western Information Office, San Francisco OEWS, May 2025
  4. 4BLS Western Information Office, San Jose OEWS, May 2025
  5. 5BLS Midwest Information Office, Chicago OEWS, May 2025
  6. 6Level CFO, Cleaning Industry Benchmarks 2026
  7. 7BLS JOLTS Table 4, quits by industry, June 2026
  8. 8BLS JOLTS Table 1, job openings by industry, June 2026
  9. 9Trossen Robotics, Mobile AI product page, accessed August 2026
  10. 10Gymdesk, gym membership statistics (IBISWorld data), 2024
  11. 11Neighbor.com, self-storage industry statistics, 2023
  12. 12Orbital / AHLA-STR, US hotel count, 2024-25
  13. 13NACS, US convenience store count, 2025
  14. 14NMHC, apartment stock quick facts
  15. 15NADA, Annual Financial Profile of Franchised Dealerships, 2025
  16. 16The Senior List, assisted living statistics, 2026
  17. 17CoworkingCafe, national coworking report Q3 2025
  18. 18Statista, total number of US warehouses
  19. 19IBISWorld, veterinary services, number of businesses
  20. 20GV Car Wash, how many car washes are in the US
  21. 21Hartford Institute, fast facts on American religion
  22. 22Research.com, American school statistics, SY2025-26
  23. 23Playground, child care center numbers by state, 2026
  24. 24HouseCall Pro, Commercial Cleaning Price Guide 2026
  25. 25RobotLAB, SoftBank Whiz RaaS pricing
  26. 26GlobalSpec, restroom-cleaning robot at $1,000/month
  27. 27Service Robot Co., commercial robot pricing guide