Dear reader,
A few days ago we hit a big number: 1,000,000 hours of cleaning data, collected together with our partners and your fleets. A million hours is not a trophy. It is fuel, and it already shows up in what FieldBots can do for you today, whether you are still deciding on a robot or running a whole fleet of them. Here is what that looks like in practice.
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Robot Radar needs nothing but a free FieldBots account. It runs on the same principle behind all of FieldBots Intelligence: harvest crowd-sourced operational data and turn it into comparisons a single data point could never show. Try checking three things before you buy a specific model of a specific manufacturer:
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See how much of a robot model's time is actually spent cleaning versus sitting idle or in error, measured across real fleets rather than a lab demo.
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Runs per Week and Area per Run
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Real throughput, not a spec sheet: average cleaning runs per week and the area covered per run, both pulled from robots already working in the field.
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Power, Water Consumption and CO2 Estimates
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Average power and water use per run, translated into CO2 estimates, so sustainability numbers are part of the purchase decision from day one.
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Once It's Running: How Good Is Good?
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Big Data Intelligence harvests that same crowd-sourced data across the FieldBots Cloud to build benchmarks, financial projections, and lifecycle estimates. Anonymized comparisons reveal how a fleet or model performs against the global population, exposing optimization and commercial opportunities you could not see from isolated data alone. Three examples:
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Robot Utilization Benchmarks
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See whether a robot is pulling its weight. Utilization Benchmarks compare your robot's runtime against the same model across the entire FieldBots network, so outperformance and underperformance both become visible instead of guessed at.
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Turn runtime into money. ROI Calculations combine acquisition cost, operating cost, and pricing per square meter or square foot to project break-even points for a robot, a sub-fleet, or an entire operation: a real profitability view, not a spreadsheet estimate.
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Consumable Lifetime Estimates
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Stop guessing when a brush or squeegee needs replacing. By correlating runtime with recorded replacements, FieldBots estimates lifetimes, enabling more accurate costing, less waste, and stronger sustainability reporting.
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Keeping Everything Current
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The same million hours also teach FieldBots Intelligence to look after the fleet on its own. Three examples, in the order they act:
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An abstract layer of behavioral awareness beyond the robot firmware. Behavior Watch evaluates performance metrics such as water usage, energy consumption, and cleaned area yield, and turns deviations from expected behavior into proactive alerts, so operators can step in before inefficiency becomes downtime.
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From Suggestion to Ticket
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A proactive maintenance assistant watches status changes and usage patterns and suggests targeted actions for maintainers, from reconnecting a lost device to scheduling preventive work. Every suggestion converts into a ticket in one action.
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Firmware Radar and Auto-Update Robots
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Firmware Radar maps every device's software version across your fleet, flagging what is current, experimental, or falling behind. Auto-Update Robots acts on that map: triggering firmware rollouts at low-impact times for Level 3 integrated microbots, or requesting the update through your dealer, so fleets stay current without much manual coordination.
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That is what a global population of 5,000 cleaning robots and 1,000,000 cleaning hours can do for your robotic fleet. Right now these numbers double every ten months. Thank you to every partner and every team that put a robot to work and let it report back. Our own team is just as motivated to keep earning that number with FieldBots 6.4, 6.5 and beyond, because letting your fleet grow is our joint goal.
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FieldBots is the leading platform for managing autonomous cleaning robots and currently supports 14 manufacturers and 43 models. Operators can centrally control robot models, document cleaning results, and optimize their fleets based on data. In addition to integrated ticketing and automated notifications, FieldBots Intelligence continuously analyzes operational and sensor data during live robot operation, contextualizes it, and translates it into concrete recommendations for operational and technical teams.
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FieldBots GmbH
Bottwartalstraße 8
71672 Marbach a. N.
Germany
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Office: Marbach a.N.
Managing Directors:
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