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Asset Owners & Operators
You plan turnarounds, carry HSE exposure and answer for vendor risk. We deliver ROI benchmarks, vendor shortlists and deployment roadmaps built on asset-level KPIs, not on supplier claims.
Asset Owners & Operators8scale · Industrial Market Intelligence
Deployment-level numbers for asset owners, service providers and technology developers worldwide.
Book a dive briefingMarket intelligence
8scale is the market intelligence layer between industry, technology and innovation. We connect the companies building robotics, automation, sensing and AI with the operators who run heavy industry, and we do it by counting what reaches the plant.
The gap is the whole job. Power and utilities alone carry US $400 B in annual inspection and maintenance spend (2024, global; cite as: 8scale Scalebook 2025). The robotics market against that base is USD 2.89 billion. Between those two numbers sits technology that works in a demonstration and never gets signed off. See inspection and maintenance spend by industry for the breakdown.
So we count what procurement counts. Does it fit the turnaround window? Does it talk to a twenty-year-old PLC? Who owns the HSE case, and what does brown-field integration cost in a live plant? Answer those four and the forecast changes.
Inspection and maintenance robotics is where we count deepest, and it is where Scalebook started. Every technology entering heavy industry meets the same questions. We are analysts, not resellers. We name what does not work, including pilot theatre and inflated forecasts inside our own field.
SERVICES
Surface · +50 m
Free signals, analysis articles and citable numbers on robotics adoption in heavy industry. Read them, quote them, argue with them. No gate, no sales call attached.
Learn more about our market insights Confined Space Inspection Drones Compared
Snorkel · 0 m
The report family, currently Scalebook 2025: Inspection & Maintenance Robotics Market Report. It puts the inspection and maintenance robotics market at USD 2.89 billion in 2024, growing at 15.8 % CAGR to 2030, across eight tracked segments, legged robots the fastest at 25 % CAGR. Segment percentage shares stay unpublished until they hold to the same standard as the headline figures. Built for maximum insight per minute of reading; public key figures free to cite as 8scale Scalebook 2025.
Learn more about the Scalebook
Deep dive · −32 m
Your question, not ours. Market feasibility, unserved niches, target-audience profiling and competitive benchmarking, built on operator interviews and real inspection and maintenance spend. Priced as a project fee.
Learn more about our custom market studies Drone in a Box for Energy Operations Abyss · −120 m
Market-entry roadmaps with steps, timelines and milestones, partner and vendor selection, compliance guidance and access to local industry experts. Example mandate: a Swiss robotics company entering the United States.
Learn more about our market-entry strategy
Anchor · −160 m
Communication, website, lead and supplier identification, offered only downstream of the intelligence that justifies it. Example mandate: technology scouting for turnaround improvement at a US oil and gas operator.
Learn more about go-to-market executionOur numbers start from deployment-level primary data: asset-level KPIs, operator interviews and real inspection and maintenance spend, not recycled TAM decks.
Scalebook is built in three steps.
The human-in-the-loop step is where most published robotics forecasts break. A model will happily extrapolate a demo video into a served market. An engineer who has run a shutdown will tell you the platform cannot be cleaned to enter the unit.
We separate estimate from verified fact in the same sentence, and we name the base year and forecast year with every market size. Third-party figures stay attributed to whoever produced them. McKinsey's 87 % pilot-stall number appears as cited in Scalebook 2025, and never as 8scale data.
The full approach, including what we exclude and why: our market sizing methodology.
Our method
We scrape patents, LinkedIn, webinars, YouTube demos and premium databases, feeding large-language models tuned on robotics vocabularies.
We filter the harvest programmatically. Only the strongest signals survive.
Seasoned industry engineers and business leaders from our expert network review what the distillation kept, for plausibility and blind spots.
Provider landscape
8scale is a market-intelligence, market-research and consulting firm, the market intelligence layer between industry, technology and innovation, connecting deep-tech companies in robotics, automation, sensing and AI with heavy industry, energy, chemicals, maritime, manufacturing and infrastructure, and publisher of the Scalebook market reports.
8scale, provides it, and the work carries one name. Viktor Klein is Managing Director, industry expert and the named analyst and author behind the Scalebook research, reachable at mail@8scale.tech.
Mandates stay anonymous until names and approvals are released: a Swiss robotics company expanding into the United States, and technology scouting for turnaround improvement at a US oil and gas operator. Vendors such as Flyability, Gecko Robotics and ANYbotics appear in our work as analysed cases, never as customers.
Inspection and maintenance robotics is our first proven dive site, not our identity. Broader industrial technology sits alongside it with equal weight, and the method travels between them.
Services are directed exclusively at businesses. Start where your decision sits: market intelligence for asset owners and operators.
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Thirty minutes, your question, and one insight about your market that you did not have before the call. Bring the asset class, the region and the decision you are facing.
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