8scale · About 8scale,
Who we are, whom we research for, and what analyst-written intelligence changes for asset owners, service providers and robotics companies.
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8scale is a market-intelligence, market-research and consulting firm. We are the market intelligence layer between industry, technology and innovation.
We connect deep-tech companies in robotics, automation, sensing and AI with heavy industry, energy, chemicals, maritime, manufacturing and infrastructure. What separates the two is a deployment gap, not a technology gap. The hardware usually works; the operating context decides.
We publish the Scalebook market reports. The current edition, the inspection and maintenance robotics market report, sizes that market at USD 2.89 billion in 2024 and forecasts a 15.8 % CAGR to 2030 (cite as: 8scale Scalebook 2025).
Our work runs as a depth ladder: Insights, Scalebook reports, custom market studies, market-entry strategy and consulting, and execution built on our own intelligence. Services are directed exclusively at businesses (B2B).
Viktor Klein is Managing Director of 8scale and the named analyst and author behind the Scalebook research. Research here is signed, not committee-authored: one analyst answers for every number, method and stated uncertainty.
He researches industrial technology markets where deep tech meets heavy assets. Inspection and maintenance robotics is the first proven evidence area, drones and UAVs, underwater ROVs, legged robots, pipe crawlers, wheeled and tracked UGVs and the software around them. Broader industrial technology sits alongside it with equal weight.
The working questions are operational, not thematic. Which segment grows at what rate. What an operator already spends on inspection and maintenance. What breaks in brown-field integration against decades-old PLCs, ATEX zones and fixed turnaround windows.
He writes each Scalebook edition himself and publishes shorter analysis in Insights.
The analyst
Our numbers
Viktor Klein is an industry expert. We do not convert that into borrowed authority for our numbers. Every Scalebook figure stands on its own basis, stated with base year, forecast year and source, and marked clearly as verified fact or estimate.
Current mandates stay anonymous until clients release their names. Analysed vendors are never described as customers.
We build market numbers from deployment-level primary data: asset-level KPIs, operator interviews and real inspection and maintenance spend, instead of recycled TAM decks.
Scalebook is built in three steps. 01 AI-first data harvest: we scrape patents, LinkedIn, webinars, YouTube demos and premium databases, feeding large-language models tuned on robotics vocabularies. 02 Programmatic precision distillation: only the strongest signals survive. 03 Expert validation: seasoned industry engineers and business leaders from our expert network review every result that survives the distillation for plausibility and blind spots.
Two disciplines follow. We separate verified fact from estimate in the same sentence and state the residual uncertainty rather than smoothing it. And every third-party number keeps its owner's name: the 87 % of robotics initiatives that never scale beyond pilot is McKinsey (2024 Manufacturing Survey), as cited in Scalebook 2025.
Flyability, Gecko Robotics and ANYbotics appear as analysed cases, never as customers. Segment percentage shares stay unpublished until the underlying data carries them. The full market sizing methodology is public.
Our research
Where we work
We work from Radolfzell am Bodensee. Coverage is worldwide.
That corridor is deliberate and it runs both ways. Robotics and sensing suppliers in DACH need US demand data and a go-to-market that survives American procurement. Suppliers entering the EU meet different compliance realities, from CE and ATEX to plant-level qualification.
Two mandates we can name, anonymous until release: a Swiss robotics company expanding into the United States, and technology scouting for turnaround improvement at a US oil and gas operator.
We serve industrial asset owners and operators, industrial service providers and integrators, and automation and deep-tech companies. Managing director: Viktor Klein. VAT ID: DE454264763. Write to mail@8scale.tech or use contact 8scale; the legal notice carries the full entity details, including the current commercial register status.
COMMON QUESTIONS
8scale is a market-intelligence, market-research and consulting firm. We research industrial technology markets, inspection and maintenance robotics first, for asset owners and operators, service providers and integrators, and robotics companies across worldwide.
Viktor Klein is Managing Director of 8scale, an industry expert and the named analyst and author behind the Scalebook research. He researches inspection and maintenance robotics and industrial automation.
No. We are an analyst firm. Execution, communication, website, lead and supplier identification, sits at the deepest tier of the depth ladder and is only delivered on the basis of our own intelligence. We do not sell it standalone or describe it outside that research.
Yes. The published key numbers are free to cite with the line “cite as: 8scale Scalebook 2025” and the base year: USD 2.89 billion market value in 2024, 15.8 % CAGR to 2030, legged robots fastest at 25 % CAGR. Segment percentage shares are not published.
The Impressum currently states: Commercial Register / Handelsregister: Registration pending. The VAT ID is DE454264763, the seat is and the managing director is Viktor Klein. The legal notice always carries the current status.
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