Reliable Autonomous Floor Cleaning for Commercial Facilities

Cover more floor with the team you already have. Glacier Robotics helps commercial facilities cut labor hours, lock in consistent results, and automate the repetitive floor work — from fit and financing through deployment, training, and support.

Manual floor cleaning is holding your team back

Facilities teams are asked to do more with less. Autonomous cleaners take the repetitive floor work so your people can focus on what only humans do well.

Labor shortages & wages

Hard-to-fill night shifts and rising labor costs hit every budget.

Benefit: Cover more floor with the team you have.

Inconsistent quality

Turnover and fatigue mean lobbies and corridors look different every night.

Benefit: Repeatable routes, consistent results.

Safety & compliance

Healthcare and senior living need reliable floors without cutting corners.

Benefit: Steady coverage that supports your standards.

Large floor plates

Warehouses, conference centers, and campuses never stay clean long enough.

Benefit: Machines sized for real square footage.

Commercial autonomous floor cleaning robots we sell & support

Full commercial lineup — from compact daily scrubbers to industrial sweepers and AI spot cleaners. Honest fit assessment so you get the right machine for your floors—or a clear “not a fit.”

CenoBots S5 autonomous sweeper
S5

CenoBots S5

Compact autonomous sweeper for daily dry debris in retail, offices, and mid-size spaces.

Best for: Daily dry debris and mid-size commercial floors

  • 32 in sweeping width
  • 32-beam 3D LiDAR
  • 2-hour fast charge
  • 13.2 gal debris hopper

from $780 per month

CenoBots L3 autonomous scrubber dryer
L3

CenoBots L3

Compact scrubber-dryer for tight, high-traffic indoor spaces — grocery, hospitals, schools, and offices.

Best for: Narrow aisles and confined commercial floors

  • 27.6 in min. passable width
  • 15.7 in scrubbing width · dual disk brushes
  • 6.6 gal solution tank · up to 4 hr runtime
  • 100 TOPS NVIDIA AI · 128-beam 3D LiDAR

from $750 per month

CenoBots L4 edge-cleaning scrubber
L4

CenoBots L4

Intelligent floor scrubber with tight wall following for corridors and lobbies.

Best for: Corridors, lobbies, and edge-to-edge coverage

  • Under 1.2 in from walls
  • 17.7 in scrubbing width
  • 43.3 in turning width
  • 10 gal solution tank

from $1,120 per month

CenoBots L50 industrial floor scrubber
L50

CenoBots L50

Heavy-duty industrial scrubber for warehouses, factories, and large logistics floors.

Best for: High productivity on big square footage

  • 120 Ah battery · up to 6 h runtime
  • 32-beam 3D LiDAR (492 ft range)
  • 20 in cleaning width
  • 14.5 gal solution tank

from $1,305 per month

CenoBots SP50 AI spot cleaning robot
SP50

CenoBots SP50

AI spot-cleaning robot for targeted debris and high-traffic zones.

Best for: Spot cleanup and mixed-traffic public areas

  • 25 kPa suction
  • Up to 13 hours runtime
  • 28.3 in sweeping width
  • 4.8 gal dust bag · 1.3 gal tray

from $1,020 per month

*Financing estimates only; subject to credit approval. Formal quotes may include Glacier Robotics Discount.

Industries for commercial autonomous floor cleaning robots

Proven in environments like these. Click a card to watch real deployments — then we’ll help evaluate fit for your floors.

Autonomous cleaning robot in a hospitality facility Watch video

Hospitality

Short overnight windows and guest-facing floors — ideal when coverage has to be consistent without adding headcount.

Autonomous floor robot cleaning a conference center Watch video

Conference Centers & Event Venues

Fast turnovers between events — strong fit for large hard floors that can’t wait on last-minute labor.

Autonomous cleaning robot in a hospital corridor Watch video

Hospitals & Healthcare

24/7 traffic and high standards for public corridors — where repeatable routes matter more than heroics.

Autonomous floor cleaning robot in senior living facility Watch video

Senior Living

Lean teams and quiet operations — a natural match for steady floor care without another staffing battle.

Industrial autonomous scrubber in a warehouse Watch video

Warehouses & Logistics

Big square footage and dynamic traffic — where industrial scrubbers and sweepers earn their keep.

Autonomous cleaning robot in a school hallway Watch video

Education

Hallways and commons that need a reliable reset between class days — without perfect overtime every night.

Autonomous floor robot cleaning a shopping mall Watch video

Malls

Constant foot traffic and long concourses — floors that need steady coverage without disrupting shoppers.

Autonomous cleaning robot in an airport terminal Watch video

Airports

Huge public zones and nonstop traffic — where consistency and overnight windows matter around the clock.

Autonomous spot cleaning robot in a casino Watch video

Casinos

High-traffic floors and long hours — coverage that has to keep up without competing with guest experience.

Other commercial facility? If you have recurring cleaning load and staffing or contract pressure, it’s worth a conversation. We’ll tell you honestly if automation is a fit.

How we work with you

A clear path from first conversation to robots that stay productive on your floors. If automation isn’t the best fit, we’ll say so — and won’t push a machine you don’t need. We usually reply the same business day.

Share your facility

Tell us square footage, floor types, shifts, and goals — staffing or contract pressure included.

Site assessment (15–30 min)

Book a short assessment. We walk through fit for your operation — or tell you clearly when automation isn’t the best move.

Recommendation or no-go

You get a model recommendation and configuration — or an honest “not a fit” so you don’t buy the wrong thing.

Pilot, deploy & support

When it is a fit: pilot if needed, then deployment, training, and support after go-live.

What happens next

Schedule a site assessment when you’re ready. Same-day reply is our goal — phone if you prefer to talk now.

What to evaluate before you buy

Schedule site assessment

Straight answers — without the hype.

Labor hours & payback

How many labor hours can you reallocate, and what does a realistic payback window look like for your facility size?

Consistency vs. manual crews

Autonomous routes deliver repeatable coverage night after night — less dependent on who showed up for the shift.

Real-world navigation

How robots handle people, carts, changing layouts, and obstacles in live buildings — not empty demos.

Total cost of ownership

Machine + consumables + support versus ongoing labor for the same cleanable area over multi-year horizons.

Training & change management

What your team actually needs to run the equipment day to day — without turning ops into a science project.

Service & parts

Who answers when something goes wrong, and how parts and service get coordinated after go-live.

Frequently asked questions

Straight answers about autonomous floor cleaning robots, fit, and how Glacier Robotics works with facilities.

What does Glacier Robotics do?

Glacier Robotics sells and supports commercial autonomous floor cleaning robots. We help with site assessment, product selection, deployment, training, and ongoing support—with a Central Florida focus and nationwide delivery.

Do autonomous cleaning robots replace janitorial staff?

They often complement in-house teams or third-party cleaning contracts by covering repetitive floor routes. Some facilities keep headcount and gain coverage; others reduce contract hours. We recommend what fits your operation—and tell you if automation is not the right move.

Which facilities benefit most from robot floor cleaners?

Hospitals and healthcare, hotels, warehouses and logistics, schools, senior living, retail, malls, airports, conference centers, casinos, and similar commercial buildings with recurring floor load and staffing or contract pressure.

What autonomous floor cleaning robots do you sell?

Current lineup: CenoBots S5 (sweeper), L3 (compact scrubber-dryer), L4 (edge-focused scrubber), L50 (industrial scrubber), and SP50 (AI spot-cleaning vacuum).

How do I get started?

Share your facility details—size, floors, shifts, and goals. We recommend the right model or say clearly when automation isn’t a fit. Next steps can include a site assessment, demo or pilot, then deployment and training. Call (407) 342-7691 or schedule a site assessment.

Do you only serve Florida?

No. We have a Central Florida focus and ship and support commercial autonomous cleaning robots nationwide.

Ready to talk about your floors?

We’ll help you see if automation fits — usually starts with a short call.

Prefer email?

Send a note and we’ll follow up. Or call anytime.

Thanks — message sent

We’ll reply shortly. Prefer to talk now? (407) 342-7691 or book a call.

Send a message

Required fields marked *