Robotics

Cleaning robots are no longer a single-site experiment. Facility management providers and in-house cleaning teams now run autonomous scrubbers, sweepers, vacuum robots and delivery robots across airports, offices, hospitals, retail sites and industrial facilities.

The challenge starts when the fleet becomes mixed. One site may run Tennant robots, another may use Pudu, ICE Cobotics, Gausium, LionsBot, Nexaro or another manufacturer. Each brand has its own portal, data model, alerts and reporting logic.

Cleaning robot fleet management is the discipline of bringing those robots into one operational view so managers can run the fleet instead of managing portals.

Why Multi-Brand Robot Fleets Become Hard to Manage

Manufacturer portals are useful when a team manages a small number of robots from one brand. They become harder to use when operations span many customers, countries and robot types.

Common problems include:

  • Managers switch between several dashboards.
  • Status names and error messages differ by manufacturer.
  • Utilization reporting is inconsistent.
  • Maintenance teams do not see robot issues next to other equipment issues.
  • Customer reporting requires manual exports.
  • Robot performance is hard to compare across sites.

This creates an operational blind spot. The robots are supposed to reduce manual work, but the management layer can add new manual work if every brand lives in a separate system.

What Cleaning Robot Fleet Management Software Should Do

Good cleaning robot fleet management software does not replace manufacturer systems. It connects to them and normalizes the operational data that FM teams need every day.

At minimum, it should provide:

  • One fleet inventory across robot brands.
  • Live or recent robot status.
  • Battery, charging and mission visibility.
  • Error and interruption alerts.
  • Location or site assignment.
  • Maintenance and service history.
  • Utilization and performance reporting.
  • Links to wider asset, task and service workflows.

The goal is not to expose every raw data point from every robot. The goal is to make the mixed fleet manageable.

Build a Shared Robot Data Model

The foundation of multi-brand management is a shared data model. Different manufacturers may use different terms, but operations teams need standard answers:

  • Is the robot available?
  • Is it cleaning, charging, idle or in error?
  • Which site and customer does it belong to?
  • When did it last run?
  • Was the mission completed?
  • Does someone need to intervene?
  • Is maintenance due?

Once those questions are standardized, managers can compare performance across brands and sites without learning every manufacturer portal in detail.

Connect Robot Alerts to Service Workflows

Robot uptime depends on fast intervention. If a robot stops mid-run, the issue should not be buried inside a vendor dashboard that only one specialist checks.

Useful alert workflows include:

  • Low battery or failed charging.
  • Blocked brushes, full tanks or mission interruption.
  • Error codes requiring technician review.
  • Preventive maintenance due.
  • Repeated failures at the same site.

When robot issues connect to field service workflows, the right person can receive the task, document the fix and build a service history. This makes robots part of the wider equipment operation rather than a disconnected technology project.

Report Robot Value to Customers

For FM companies, cleaning robots are often part of a customer promise. The customer wants to know whether automation is improving coverage, consistency and cost.

A unified robot fleet view helps with:

  • Utilization reports.
  • Cleaning mission completion.
  • Site-level performance.
  • Downtime reasons.
  • Maintenance history.
  • Robot allocation decisions.

This matters for facility management companies because robot data can support renewal conversations, operational reviews and SLA discussions.

How to Roll Out Multi-Brand Robot Management

Start with the robots and sites that create the most operational noise. Do not wait until every robot brand is perfectly integrated before improving daily visibility.

A practical rollout looks like this:

  1. List all robots by brand, site, customer and responsible team.
  2. Define the statuses managers need to see daily.
  3. Connect the first manufacturer systems.
  4. Standardize alerts and escalation rules.
  5. Add service workflows for recurring issues.
  6. Build customer-facing reports only after the internal data is stable.

This phased approach keeps the project operational rather than theoretical.

How ToolSense Fits

ToolSense RoboHub is built for cleaning robot fleets that span several manufacturers. It gives teams one place to monitor robots alongside the rest of their machines, vehicles and assets.

With RoboHub, FM operators can connect robot data to maintenance, work orders, asset records, reporting and customer operations. That makes robotics part of the FM operating model instead of another isolated portal.

FAQ

What is cleaning robot fleet management?

Cleaning robot fleet management is the process of monitoring, maintaining and reporting on autonomous cleaning robots across sites, brands and customers from one operational system.

Can one platform manage robots from different manufacturers?

Yes, if the platform integrates with manufacturer systems and standardizes core operational data such as status, battery, errors, utilization and service history.

Why is multi-brand robot management important for FM companies?

FM companies often use different robot brands for different contracts. A unified management layer reduces portal switching, improves response times and makes robot performance easier to report to customers.