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Security & inspection

Data centre inspection robots in the UK: which robot suits which part of the facility, and where the findings should land

A data centre runs on rounds. Engineers walk the plant rooms, generator yards, roofs and halls on a schedule, reading gauges, listening to pumps, checking temperatures and looking for the leak, the alarm or the open door that the building management system did not catch. The rounds are repetitive, they run through the night, and the cost of a missed fault is measured in outage minutes. This guide sets out which robot form suits which part of a data centre, what UK changes mean for operators, the honest limits, and how a robot's findings reach the building management, DCIM, maintenance and security systems a facility already runs. Forge Robotics works across manufacturers and across these platform forms.

By Simon Bumford, Founder & CEO, Forge Robotics · Last updated: 2026-09-26

Are robots used for data centre inspection?

Yes, though documented deployments are mostly outside the UK so far. Digital Realty has used ANYbotics' ANYmal at a Zurich data centre since July 2022; according to Data Center Dynamics, the robot typically ran nine inspection missions a day, monitoring up to 70 elements with visual, thermal and acoustic measurements on two-hour missions, and alerting operators when cables overheated or pumps vibrated excessively. In the US, Novva Data Centers has said it uses a team of Boston Dynamics' Spot robots on pre-determined missions at its Utah campus, and Business Insider reported in March 2026 that Boston Dynamics sees data centres as an emerging market. We found no public UK data centre deployment to cite, which is why this guide describes forms and pilots rather than case studies.

The UK context is changing the question from "interesting" to "defensible". Data centres were designated Critical National Infrastructure on 12 September 2024. The government's factsheet for the Cyber Security and Resilience (Network and Information Systems) Bill says data centres will be brought into the NIS Regulations as an essential service, with Ofcom as regulator, for facilities with a rated IT load of 1 MW or more, or 10 MW or more for enterprise data centres serving only their owner. The same factsheet recalls July 2022, when two data centres serving an NHS trust failed during a heatwave, taking down most clinical IT systems at three hospitals.

Digital Realty, Zurich, as reported by Data Center Dynamics

Running since
July 2022
Missions a day
9
typically
Elements monitored
Up to 70
visual, thermal and acoustic
Mission length
2 hours

Source: Data Center Dynamics

A four-legged inspection robot with its lights on walking past a row of containerised generators in a data centre yard at night.
Generator and fuel yards, roofs and perimeters are quadruped ground, and the rounds run through the night.AI-generated illustration

Which robot suits which part of a data centre?

Which robot suits which part of a data centreA data centre in section. A wheeled robot rolls along the data hall aisle in front of the racks; a quadruped walks the plant room with its chillers and pumps, the roof plant and the generator yard; fixed sensors sit on the racks and a camera watches from the perimeter fence; and a humanoid is drawn dashed, as not yet a practical inspection platform in live facilities.data hallplant roomroof plantgenerator yardfence01020304
  1. 01Wheeled robot

    data halls, level corridors · rack-face thermal; door state

  2. 02Quadruped

    plant, roofs, yards, perimeter · thermal, gauges, leaks, patrol

  3. 03Fixed sensors

    racks, rooms, doors, fences · continuous temperature, leaks

  4. 04Humanoid

    not yet practical in live halls · research and trials

Robot forms, not named products · a robot must add what fixed sensors do not · cameras in colocation halls are a contract question

Four inspection approaches against the spaces in a data centre
Wheeled indoor robotQuadrupedFixed sensors and camerasHumanoid
SpacesData halls, corridors, level plant areas with good floorsPlant rooms, stairwells, roofs, generator and fuel yards, external perimeters, cable basementsRacks, rows, rooms, doors and perimeters at fixed pointsNot yet a practical inspection platform in live facilities
Inspection it doesRack-face thermal scans; visual checks of rows; door and panel stateThermal on pumps, chillers, switchgear, UPS and generators; gauges; leaks; acoustic; security patrolContinuous temperature, humidity, leak detection, power metering, videoResearch and trials of manipulation tasks
Terrain it handlesFlat floors and ramps; lifts with integrationStairs, kerbs, gravel, grating, roofs within its ratingNone; it does not moveFlat floors; stairs with care
Where it falls shortStairs, roofs, outdoor yardsEndurance; tight hot and cold aisles; raised floor loading must be checkedAnything between sensors; things a sensor cannot notice, such as a smell, a noise or a missing panelReliability and safety case for live critical environments
Work it removes from peopleRepetitive walk of long aisles at nightNight and weekend plant rounds; lone working in yards and on roofs; out-of-hours patrolRoutine checks of monitored pointsNot yet

These are forms, not named products, because no single data centre robot suits every space. Many facilities will find that fixed sensors plus a quadruped for plant and perimeter rounds covers more than a robot in the data hall.

A low wheeled inspection robot with a camera mast rolling down a cold aisle between rows of server racks.
Data halls have flat floors and a dense sensor network already; a robot there must add something the fixed sensors do not.AI-generated illustration

What do UK rules and contracts mean for a robot in a data centre?

Critical National Infrastructure and the NIS changes

CNI designation and the proposed NIS duties focus on security and resilience of the networks and information systems an operator relies on. A robot is a new connected device with cameras inside a secure facility. It should stay on its own private network, never on the IT or building control network, with no maker's cloud in the command path, and it should pass findings outwards through a controlled point that holds its credentials. That design is easier to put in front of a security team than a robot that phones home.

Electrical safety and the plant

Plant rooms contain high-voltage and low-voltage switchgear, UPS systems and batteries. The Electricity at Work Regulations 1989 apply to work near them. A robot inspects; it does not open panels, operate breakers or reset equipment. Its route and exclusion zones are set within the site's electrical safety rules.

Cameras, people and customers

A robot with cameras records staff, contractors and, in colocation facilities, customer equipment. UK GDPR applies to images of people, so the robot belongs in the site's CCTV policy and data protection impact assessment. Colocation contracts may restrict cameras in customer cages or suites; routes and camera behaviour must respect them. Our security robot dog buyer's guide covers the ICO obligations for patrol robots.

Security operations

Where a robot patrol is part of a monitored security service, the monitoring and response are delivered through an accredited security partner under their own certifications, not by the robot. See robot security patrols and our partnership with Macaw Security Solutions.

What can a quadruped do in a data centre, and what can it not?

A four-legged inspection robot beside a pump in a data centre plant room with chillers and blue and green pipework.
The plant is where rounds are hardest: chillers, pumps, switchgear, UPS rooms, generators and fuel.AI-generated illustration
  • Plant rounds: the same route through chiller plant, pump rooms, switch rooms and generator halls every shift, with thermal on motors, bearings, cable terminations and breakers, zoom on gauges and panels, and a microphone for the pump that is starting to fail.
  • Roofs and yards: condenser and dry-cooler arrays, generator yards and fuel stores are outdoors, often up stairs. Legs handle the steps; ingress rating decides the weather. Boston Dynamics publishes IP54 for Spot; the industrial quadrupeds from DEEP Robotics, Unitree and ANYbotics publish IP67. What those ratings test is in our guide to IP66 vs IP67 for outdoor robots.
  • Raised floors: an industrial quadruped weighs from about 33 kg to about 60 kg, carried on four small feet. Check the point-load rating of the floor panels on the route before any robot walks on them.
  • Tight aisles and doors: hot and cold aisle containment, security doors and mantraps need clearance and integration. A robot that cannot open a door needs the door opened for it, which is an access control integration, not a robot feature.
  • Endurance and docking: published runtimes run from about 90 minutes to a few hours. A dock needs a place, power and a fire risk assessment for its battery.
  • Security patrol: out-of-hours perimeter and internal patrols with thermal cameras are a proven quadruped role; a person verifies before anything escalates.
  • No hands: a quadruped reads; it does not swap a filter, reset a breaker or close a valve.

What sensors does a data centre inspection robot need?

A radiometric thermal camera for switchgear, busbars, breakers, UPS modules, battery strings, pumps, chillers and generator components. A zoom camera for gauges, panel indicators, alarm lamps and door states. An acoustic sensor or microphone for pumps, fans, compressors and bearings. Leak detection by camera where water or glycol could reach the floor. Environmental sensors for temperature and humidity where the robot's route fills gaps in the fixed sensor network. Lighting for dark plant rooms. On the industrial quadrupeds these are payloads or configurations, such as Spot Cam 2 on Spot with thermal and 25× zoom, or ANYmal's pan-tilt unit with zoom, thermal and an ultrasonic microphone.

How do data centre inspection results reach your existing systems?

A data centre already has more screens than people: the BMS, the DCIM platform, the CMMS or ticketing system, the electrical power monitoring system and, for security, the VMS or alarm receiving platform. A robot that adds another app makes the NOC's job harder.

Forge Anvil is the integration software we are developing for this job: putting the robot's findings where your team already works. In a data centre, the pattern we would scope looks like this:

  • Each inspection point on the robot's route would be tied to the right asset record, so a hot breaker or a noisy pump is recorded against the right equipment with the image and reading attached.
  • A reading outside agreed limits would raise a ticket or work order in the system that owns that work, in the format it accepts.
  • Security detections would arrive as events where the operators already watch; a person verifies before anything escalates.
  • Readings would be kept as a time series per point, so a slow rise in temperature stands out before it becomes an alarm.
  • The robot would stay on its own private network, so your systems would never need its credentials, and every command and finding would be logged with who, what and when.

Which systems and formats apply is set in an integration review for the facility. The patterns are compared in our guide to integrating a robot with the software you already run, and how Anvil is designed to work is on the Forge Anvil page.

When is a robot the wrong answer in a data centre?

  • When the fixed sensor network already covers the points that matter and the rounds are short.
  • In data halls where a robot duplicates rack sensors and adds a camera customers have not agreed to.
  • When the security team will not approve a connected camera platform, whatever its design.
  • When doors, lifts and mantraps cannot be integrated and a person must escort the robot, which removes the point.
  • When nobody owns the findings: a robot produces more readings than a person, and someone has to act on them.

How should a data centre operator pilot an inspection robot?

Start with one round that is frequent, long, out of hours or unpleasant: the night plant round, the roof and yard walk, or the perimeter patrol. Choose the robot form from the table above, then the platform from its published ratings. Involve facilities, security, IT security and, in colocation, the customer contracts team from the first meeting. Agree the measures:

  • Inspection points covered per round, against the manual round of the same route.
  • Findings captured by each method, compared side by side, including false alarms.
  • Rounds completed without intervention, and the reason for each intervention.
  • Doors, lifts and access points the robot needed help with.
  • Engineer time per round, including reviewing results.
  • Whether findings reached the BMS, DCIM or ticketing system in a form the team used.

Include an exit condition. That is how we structure a pilot programme, and a platform can come through a demonstration, hire, Robotics-as-a-Service where offered, or supply through Forge where that fits. Grant or innovation funding can sometimes contribute towards a suitable pilot, subject to eligibility and the schemes open at the time; it is never guaranteed and is assessed before a pilot is scoped.

Frequently asked questions

Are robot dogs used in data centres?

Yes. Digital Realty has used ANYbotics' ANYmal at a Zurich data centre since 2022 for daily inspection missions on HVAC and other equipment, and Novva Data Centers in the US has said it uses Boston Dynamics' Spot robots at its Utah campus. We have not found a public UK data centre deployment. Quadrupeds suit plant rooms, roofs, yards and perimeters more than flat data halls.

What does a data centre inspection robot check?

Temperatures of switchgear, breakers, UPS systems, batteries, pumps, chillers and generators; gauges and panel indicators; the sound of pumps, fans and compressors; leaks; and door and panel states. On security patrols it checks perimeters and internal areas with thermal cameras. It captures the same viewpoints every round so change stands out.

Is a wheeled robot or a robot dog better for a data centre?

It depends on the space. Wheeled robots suit flat data halls and corridors. Quadrupeds suit plant rooms with steps, roofs, generator and fuel yards, cable basements and external perimeters. Many facilities find the plant and perimeter rounds are where a robot adds most beyond the fixed sensors already in the halls.

Can a robot integrate with DCIM or a BMS?

Yes, through integration software between the robot and those systems. Forge Anvil, the integration software we are developing, is designed to put findings into the systems a team already uses, such as raising tickets or work orders against the right asset and sending security events to the VMS. Which systems and formats apply is set in an integration review.

Are data centres Critical National Infrastructure in the UK?

Yes. The UK government designated data centres as Critical National Infrastructure on 12 September 2024. Its factsheet on the Cyber Security and Resilience Bill says data centres at or above 1 MW rated IT load, or 10 MW for enterprise facilities, will be brought into the NIS Regulations with Ofcom as regulator.

Is it safe to put a robot in a live data centre?

With a risk assessment, agreed routes and exclusion zones, checked floor loadings, a battery fire risk assessment for the dock, and supervision during a pilot, a robot can work alongside a live facility. It inspects rather than operates equipment, and it should sit on its own network away from IT and building control systems.

Does Forge Robotics work with data centres?

We assess robot forms against a facility's spaces, rounds and security requirements on a manufacturer-neutral basis, design supervised pilots, supply or arrange the platform where that fits, and connect findings into existing systems through Forge Anvil. Monitored security services are delivered through our accredited partner. We do not describe client facilities here.

Sources & references

Related: robot security patrols · security robot dogs: which quadruped class fits which job · security robot dog buyer's guide · substation inspection robots · quadruped robot inspection in the UK · integrating a robot with the software you already run · Forge Anvil integration software · transport, mobility and facilities

Forge Robotics is an independent UK robotics advisory and integration business operating under Raplin Ventures Ltd. Regulatory references are to public documents and are general guidance, not legal or security advice for any facility. Deployment details are quoted from public reports as read on 25 September 2026 and are not Forge results; manufacturer figures may change. No client relationship, facility, trial or trading history is described, and no distribution, reseller, agency or partnership relationship with any manufacturer or operator named is implied.

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We assess robot forms against your plant, perimeter and security requirements on a manufacturer-neutral basis, and design a supervised pilot whose measures are agreed with facilities, security and IT security before a robot walks a single round.