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Inspection and maintenance robotics cover a massive range of assets:
→ Wind turbines
→ Nuclear plants
→ Subsea pipelines
→ Railways, tunnels, power lines
If something is hard, risky, or expensive to reach, robots are on it.
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The 4 D's driving I&M robot adoption:
Dangerous
Dirty
Dull
Distant
These aren't robots for the future.
They're already replacing human tasks in harsh environments, from high-voltage substations to underwater oil rigs.
Swiss-made ANYmal handles industrial inspections in cramped, hazardous environments, stairs, oil rigs, wet terrain.
Lately added, acoustic gas‐leak imaging that detects steam, toxic leaks, and hydrocarbons.
ATEX-certified robot that can enter Ex-zones and inspect them instead
This is a robot, not a mosquito.
Voliro’s tiltable-rotor drones make high-altitude industrial inspections faster and safer.
One 400‑ft stack UT inspection took 1.5 days versus 25 days with scaffolding, saving $165K.
Their new T‑Version 5 adds 5G, real-time monitoring, and
This is not the Loch Ness monster.
Built to live subsea, Eelume AUVs wriggle through tight spaces, offshore wind, aquaculture, pipelines.
Residing underwater, they’re on-call 24/7, minimizing mobilization time and CO₂ emissions.
The inspection robotics market is quietly scaling into a multi‑billion dollar industry.
Worth: $6.7B by 2025
Growth: 12.9% CAGR through 2030
Forecast: $12.4B+ by 2030
From oil rigs to underwater cables, these robots are becoming essential infrastructure.
Tomorrow’s inspection ecosystem will be hybrid: air + ground + subsea + crawling bots, converging data into resilient insights.
The robot audit of the physical world has already begun.
I like the boiler tube inspection bot. It's being used for fill scans of some of the pulp and paper recovery boilers.
Nope, it isn’t and won’t due to too high degree of specialisation
. The most value creating CEO of our time agrees
Quote
AJ
@alojoh
In this new COMPUTEX 2025 keynote Nvidia's CEO makes an important argument for why humanoid robots are likely the only universal type of robot that will work: "the reason for that is because technology needs scale. Most of the robotic systems we've had so far are too low volume
Show morein the “Last of the Martians” trilogy, 800y after Mars blacked out power on Earth, drones are animal-shaped: “beetle” shuttles, “possums” crawl around server racks, “rhinos” in earth moving, “spiders” to maintain the dome above the Martian city of Nubai
I agree that industrial robotics will continue to grow, especially as commoditized modular components gain widespread adoption with successful use cases in industry (vs proprietary expensive big-corp tech from Emerson, Siemens, etc).
It’s not a competition vs humanoid robotics,
Humanoid robots go under the assumption that Humans are the most effective for many tasks
Regardless, I believe the largest markets for robots will be humanoids assisting older adults and people with illnesses.
I agree we working on bio hybrid drones and sensors for All uses cases that normal robots fail
Great fortunes are made addressing the tedious...combined, tedious & dangerous are worth a fortune when mitigated
these are all great use cases - something i’d grade very positively as a risk engineer for these industrial facilities
non-humanoid robots have just begun to penetrate the massive TAM that is industrials
The $8.3B projection for inspection robots by 2030 is a compelling growth prediction. I wonder about the impact of AI on this.
we need advanced robots and AI that can autonomously 3D-print concrete homes with steel foundations. grounded and elevated to resist floods, hurricanes and tornadoes. engineered to withstand high-intensity earthquakes.
Amazing opportunity. If you can do an ultrasonic inspection of a tank, vessel or pipeline without taking it out of service and draining it, you’re saving millions of dollars in downtime.
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Humanoid robots are a niche, when you need a close match to a wide range of human capabilities in human-oriented spaces. Housecleaning, that sort of thing. It's not the most general approach; humanoid works because it slots into human spaces and human-designed tasks.
Almost the same tech as the tethered quad copters that pick fruit.
These things are going to be huge labor savers.
Has anyone seen this system used for washing windows on tall buildings yet?
Just like biological life on Earth evolved to be highly variegated, so too are robots evolving, multifariously.
Apparently, then, sometimes it's more energy efficient to simply CHANGE FORM as environments change, rather than maintaining form while universalizing function.
This movement is right on the cusp of extraordinary explosion. I’m loving the uses. We use a drone on the labs for various things and it’s been a time saver.
I really don't understand this complete focus in humanoids. It's pretty clear that there a gigantic market and opportunity for all diferent kind of robots.
Japan is tech leader, China is scale leader. Next 10 years, I'm worry that China will buy most robotic companies and dominate the market.
It happen in solar, ev car+ battery industry, electronic, drone, high speed train...
What spread are you seeing across different models? Eg. OEMs buying/operating, Existing inspection companies buying or full-stack inspection companies?
Wonder how many of these inspections and maintenance tasks are frequent enough for asset owner to acquire vs service company
In Nuclear reactors only robots can reach most places. NDT is absolutely crucial for any plant wanting to extend its license (i.e., practically all of them)
Make it waterproof. Now it cleans swimming pools. (I believe one of these already exists.) There's a huge market to get prices down.
Imagine the support if we started connecting this to improved working conditions for people. Previously high risk tasks delegated to robots instead of humans! A true revolution.
It's all cool stuff, but I have a serious question: Is data safe? I feel like this offers a depth of weaknesses to be exploited. I mean the video showed a warship…
This reminds us of the weird snake like bot developed for getting into pipes or the weird smaller bug like bots for search and rescue (or more nefarious) operations.
$8.3 billion is a drop in the bucket compared to the market for humanoid robots which is worth trillions.
At times I sense that the humanoid bot push is just a feint and diversion from the real revolution
A full size, fast, strong, smart humanoid bot is not needed by 99% of the population
A small, cheap, slow, weak, just smart enough to do laundry bot is all we need
The human body plan is a generalist one. Robots outside social functions are more desirable in specialized roles, where there is less room for error.
This would be the reversing of Peter Thiel's " too many bits and not enough atoms".
Quiet revolutions leave the loudest impact. These robots are lifelines for high-risk environments—proof that real innovation prioritizes safety first. The $8.3B growth speaks volumes. 
There's so much data to save, transfer, and authenticate. I wonder what will help with this process
Is the real disruption the machines themselves or the industries quietly rewriting human roles while no one’s watching the shift take hold?
While this is true and very necessary, you can't compare the TAM for a humanoid robot capable of performing generic tasks to the market for small maintenance robots.
mmm, I was asked to build a robot to inspect the inside of a water supply line about 2km long, but the fellow sorta disappeared as I was trying to get details.
Just need to make the wireless and charge themselves.
Cheap the produce in numbers.
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Autonomous inspection robots are slashing operational costs by 30-50% for many organizations, fundamentally shifting industrial maintenance from reactive fixes to predictive asset management. This isn't merely about cost reduction; it's a strategic move enabling unparalleled
Yes.
That would be a promising way.
Robots can help humanity fill the vacancy(accomplish missions that very few people want to do or people have to run risk for).
…
Detecting/exploring mines
Accomplishing dangerous tasks during infrastructure construction/maintenance
…
Various.
This is so true! I was just reading about how is covering the massive growth in this space. These robots are already changing industries in ways most people don't even see.
These robots won't scale, only humanoids can. Humanoids + simple tools is the way to scale up. Thousands of different models of single task robots are logistic nightmares won't go anywhere.
Many working men will loose jobs. Many Zieglers will cash in & rub their hands together. Everything will be modified for robots. When the robots fail real men will be called in to fix the problem. Only they won’t have the accessibility originally afforded to them before robots.
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Inspection bots tackling jobs humans shouldn't? That's my kind of quiet revolution. Which dirty job would you automate first?
fake and gay.
Why just one robot? not wireless?
How is this even practical?
Retarded.