Locked revenue figures are available in Radar; the eight company financial previews stay the same throughout this page. A dash means the figure is outside these featured lists. Revenue years vary by company; the figures are not a like-for-like revenue comparison. Compare annual accounts ↗
Germany’s
robotics industry,
in focus.
The companies, capital and talent shaping robotics in Germany. Find the leaders. Understand the segments. See where the activity is.

An industry ecosystem,
measured in context.
MEET THE COMPANIESExplore Germany’s robotics leaders
24 featured companies from the funding, hiring, revenue and team-size leaderboards.
Expand panel +
Explore Germany’s robotics leaders
24 featured companies from the funding, hiring, revenue and team-size leaderboards.
Company discovery
Recorded evidence onlyExplore the live startup set in Radar
No company example met every recorded classification, independence and public-profile gate in this snapshot. The live directory may have newer qualifying companies.
Explore classified startups in Radar ↗Robotics industry KPIs in Germany
A few useful ratios bring the size of this ecosystem into perspective.
48 of 271 tracked companies have open roles.
77 of 271 tracked companies have a recorded round.
Share of disclosed capital received by the three largest recorded recipients.
Midpoint of 112 rounds with a disclosed amount.
Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 70.5% of disclosed capital, while 71.6% of tracked companies have no recorded funding round.
Explore the segments →CAPITAL & COMPANY FORMATIONHow Germany robotics has grown
Recorded company formation and disclosed funding across the complete annual series shown.
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How Germany robotics has grown
Recorded company formation and disclosed funding across the complete annual series shown.
Disclosed funding by year
Sum of recorded funding rounds · USD
View the numbers
| Year | Funding (USD) | Founded | Raising |
|---|---|---|---|
| 2016 | $14.21M | 19 | 4 |
| 2017 | $3.85M | 20 | 3 |
| 2018 | $52.34M | 13 | 9 |
| 2019 | $9.59M | 22 | 5 |
| 2020 | $108.48M | 27 | 12 |
| 2021 | $358.78M | 27 | 11 |
| 2022 | $318.05M | 13 | 18 |
| 2023 | $218.18M | 6 | 17 |
| 2024 | $159.97M | 3 | 8 |
| 2025 | $182.16M | 4 | 7 |
Funding concentration
Share of all disclosed company funding.
- Neura Robotics55.6%
- Agile Robots9.4%
- Kinexon5.5%
- Other companies29.5%
Funding by stage
158 recorded rounds since 2016
Investors appearing most often
Recorded participation in robotics company rounds since 2016.
- 01Europa 31 rounds
- 02Bayern Kapital 9 rounds
- 03SquareOne 7 rounds
- 04Linear Venture 6 rounds
- 05EIC Fund 6 rounds
- 06UVC Partners 5 rounds
- 07HV Capital 4 rounds
- 08EQT 4 rounds
- 09MIG Capital 4 rounds
- 010HTGF 4 rounds
Recent recorded rounds
Latest recorded rounds · USDBacked by Amazon and Qualcomm Ventures and others.
Backed by Schooner Capital and Chevron Technology Ventures and others.
Largest and notable recorded rounds
Each card is one recorded roundBacked by Amazon and Qualcomm Ventures and others.
Backed by SoftBank Vision Fund and Midas and others.
Backed by Thomas H Lee Partners and BMW i Ventures and others.
Backed by Lingotto and BlueCrest Capital Management and others.
Participating investors were not recorded in this snapshot.
Backed by Insight Partners and 83NORTH and others.
Backed by Lingotto and VSquared Ventures and others.
Backed by Lingotto and VSquared Ventures and others.
Backed by Lightspeed Venture Partners and Sequoia Capital and others.
Backed by 83NORTH and M12 and others.
THE BUSINESS BEHIND THE ACTIVITYRevenue, profitability & financial strength
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Revenue, profitability & financial strength
Annual accounts availability
The measured Germany identity-to-filing probe did not produce a qualifying designated legal or national-ID join: designated German registry identities do not carry the LEI or ISIN used by bundesanzeiger facts; legal-name matching is prohibited.; The measured Germany identity-to-filing probe did not produce a qualifying designated legal or national-ID join: designated German registry identities do not carry the LEI or ISIN used by bundesanzeiger facts; legal-name matching is prohibited.
Web traffic, app reach and release cadence
How the Germany companies on this page show up online: the sites people visit, the apps they install, and how often those apps ship.
Most-installed apps
15 of these companies (5.5%) publish at least one Android app — 26 apps in all, carrying 166.3K installs between them.
| App | Installs | Rating | Store category |
|---|---|---|---|
| FoodjiFoodji | 87.4K | — | Food & Drink |
| ROBO Pro SmartFischertechnik | 17.2K | — | Educational |
| TXTCamdroidFischertechnik | 14.6K | — | Education |
| ROBO Pro CodingFischertechnik | 12.9K | — | Libraries & Demo |
| Voice ControlFischertechnik | 12.5K | — | Libraries & Demo |
| Dynamic ForestOcell | 5.9K | — | Maps & Navigation |
| First CodingFischertechnik | 5.1K | — | Education |
| SSI CMMSSSI Schaefer | 2.3K | — | Tools |
| KUKA MixedReality AssistantKUKA | 1.7K | — | Tools |
| BluetoothControlFischertechnik | 1.5K | — | Entertainment |
Installs are lifetime totals to date at the June 2026 store reading — a measure of reach, not of people using an app today.
App reach by segment
The busiest app inside each of this page’s own segments, with the quarterly release trend behind it (2023Q2–2025Q3).
| Segment | Apps | Installs | Leading app | Release trend |
|---|---|---|---|---|
| Professional Service Robots | 7 | 90.1K | Foodji 87.4K | |
| Iot Applications | 2 | 87.8K | Silvanet 378 | |
| K-12 Edtech | 8 | 65.7K | ROBO Pro Smart 17.2K | |
| Drones | 5 | 7.9K | Dynamic Forest 5.9K | |
| Logistics Tech | 7 | 3.3K | SSI CMMS 2.3K | |
| Scm Software | 4 | 2.5K | SSI CMMS Training 212 | |
| Industrial Robotics | 3 | 1.9K | KUKA MixedReality Assistant 1.7K | |
| Manufacturing Tech | 3 | 1.8K | Mobile Robot Experience 113 |
A company can carry several segment tags, so these rows overlap and should not be added together. Trend lines are zero-based and share one quarter grid, so a flat line is a quiet segment, not a missing one.
Release cadence by quarter
New apps published, beside apps whose most recent update landed in that quarter — the second bar is how much of the shelf is still being maintained.
Darker bars are new releases, lighter bars apps updated. 24 of 26 apps carry a release date. The series ends at 2025Q3, the last quarter that closed before the June 2026 reading.
INSIDE THE INDUSTRYThe Germany robotics market map
Explore the segments behind the headline numbers.
Expand panel +
The Germany robotics market map
Explore the segments behind the headline numbers.
Where companies are building
Rank segments by scale, hiring or disclosed funding.
Companies can sit in several segments. Counts and funding overlap.
Enterprise tech
The largest measured segment in this report snapshot.
46 companies hiring · $2.66B disclosed funding
Explore in RadarHow companies make money
Common revenue models; a company can use more than one.
THE COMPANIES IN MOTIONWho is listing, hiring leaders, launching and winning work
Recorded corporate activity linked to companies in this landscape.
Expand panel +
Who is listing, hiring leaders, launching and winning work
Recorded corporate activity linked to companies in this landscape.
Recent corporate headlines 10 dated reports
Daimler extends its interests into the New Energy Vehicles (NEV) in China by acquiring a 3.93 percent stake in Beijing Electric Vehicle Company (BJEV), a BAIC Group subsidiary.
Metzingen-based robotics startup Neura Robotics has secured approximately $1.2 billion in funding, with participation from Sheikh Hamad bin Jassim Al Thani and Amazon, in a round that could value the German robotics company at around $4.62 billion.
The current financing round supports a broad consortium of international investors.
The Munich software company driveblocks has completed a pre-Series A financing round of 3.5 million euros.
RobCo, a robotics company focused on physical AI, announces a financing round of $100 million. The C series is jointly led by Lightspeed Venture Partners and Lingotto Innovation. Also involved are Sequoia Capital, Greenfield Partners, Kindred Capital and Leitmotif.
Meanwhile, at the hardware and warehouse‑automation layer, Filics raised €13.5 million to expand its omnidirectional pallet‑handling robot platform and prepare for wider European rollout.
Kardex has acquired a controlling majority stake in Rocket Solution GmbH to strengthen its strategic partnership.
© Agile Robots This acquisition strengthens Agile Robots' market position in the field of smart automation solutions and opens up new growth areas. thyssenkrupp Automation Engineering was chosen due to its technological expertise and many years of experience in the automotive industry.
The ek robotics GmbH, one of the leading manufacturers of Autonomous Transport Systems (FTS), found a new owner at NEURA Robotics GmbH.
Berlin/Potsdam-based sensmore, a robotics startup, has secured $7.3M (approximately €6.4M) in a funding round led by Point Nine Capital, an early-stage venture capital firm focused on SaaS, AI, and B2B marketplaces.
Full recorded event mix
Top 10 categories among 191 recorded events in the 24-month window.
Leadership moves
3 tracked people moves
Appointment President & CEO
Appointment Chief Financial Officer
Appointment Executive President
Product launches
Products, platforms and features in the recorded window
Humanoid robot
Contract wins
27 recorded customer wins
Customer: fc schalke 04Sports
Customer: walmart
Customer: rewe
Customer: ThailandWildfire detection technology
Customer: South AfricaWildfire detection technology
Customer: db schenkerLogistics
Workforce actions
3 companies with reported reductions
Scale not stated rolesjob cuts
Scale not stated rolescost reduction
1,600 rolescost reduction
Regulatory events
2 recorded events
recall request
approved to set up a finance companyReserve Bank of India
Litigation
12 tracked suits
emissions cheating allegationsCivil · Settled
emission cheating devicesCivil · Settled
Mergers and acquisitions
Company-linked deal reports; status is preserved as recorded.
| Acquirer → target | Status | Date | Value / context |
|---|---|---|---|
| Agile Robots→thyssenkrupp Automation Engineering | Announced | 2026-04-20 | Not stated in snapshot |
| Mercedes-Benz Future Bus→Beijing Electric Vehicle Company (BJEV) | Announced | 2026-04-15 | Not stated in snapshot |
| baic→Mercedes-Benz Future Bus ↗ | Announced | 2026-04-15 | Not stated in snapshot |
| Mercedes-Benz Future Bus→hailo | Completed | 2026-04-14 | Not stated in snapshot |
| Na→Mercedes-Benz Future Bus ↗ | Completed | 2026-04-12 | Not stated in snapshot |
| kardex→Rocket Solution ↗ | Announced | 2025-12-01 | Not stated in snapshot |
A discussion or rumour is not a completed transaction. An unstated value is not zero.
PEOPLE & OPPORTUNITYThe talent market
193 postings in the preceding 12 months. The full 638-posting snapshot covers 40 employers.
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The talent market
193 postings in the preceding 12 months. The full 638-posting snapshot covers 40 employers.
Most advertised job titles
3 tracked postings mention remote work.
The seniority mix
193 postings specify a level.
Skills employers mention
Top skills across 638 tracked postings in the available jobs snapshot.
Companies hiring
| Company | Open roles |
|---|---|
| BEUMER Group ↗ | 10 |
| Stäubli ↗ | 10 |
| SYNAOS ↗ | 7 |
| CARIAD ↗ | 7 |
| enabl Technologies ↗ | 6 |
| STILL ↗ | 6 |
| WITRON ↗ | 6 |
| cellumation ↗ | 5 |
Large employers
| Company | Employees |
|---|---|
| BEUMER Group ↗ | 424 |
| Stäubli ↗ | 167 |
| SAFELOG ↗ | 152 |
| Ek robotics ↗ | 150 |
| Agile Robots ↗ | 116 |
| Foodji ↗ | 97 |
| Idealworks ↗ | 85 |
| Wandelbots ↗ | 85 |
THE PEOPLE BUILDING THE FIELDFounders and leaders
298 founders and chief executives across 156 companies.
Expand panel +
Founders and leaders
298 founders and chief executives across 156 companies.
Mavarick H
Neura Robotics ↗Ex-MABI Robotic AG · Esslingen University of Applied Sciences BE 2011, University of Stuttgart MSc 2014
Peter Meusel
Agile Robots ↗Ex - Founder & CEO Wessling Robotics GmbH, Siemens, German Aerospace Center (DLR), Giessen University of Applied Sciences Graduate engineer…
Oliver Trinchera
Kinexon ↗CDTM 2007, TUM 2008
Christian Piechnick
Wandelbots ↗Ex-Medianexx · Technical University Dresden BS 2011
Roman Holzl
RobCo ↗Ex-Rossignol Group · Technical University of Munich MSc 2018
Felix Munte
Foodji ↗Ex-KPMG, Horizon Global, EY. Kelly College 2003, University of Hanoi 2008, University of Innsbruck BSc 2009, Munich Business School MA 2011…
Felix Poernbacher
DeepDrive ↗Ex-Rothschild, Equidam. TUM School of Management BS 2017, Bocconi University MS 2019
Jens Riegger
Fruitcore Robotics ↗Karlsruhe University of Applied Sciences BE 2012, HTWG Konstanz University of Applied Sciences – Technology, Business and Design ME 2014
Ekaterina Grib
KEWAZO ↗Kewazo, ex-Infineon Technologies, ex-Allianz Global Corporate And Specialty, TUM School of Management, 2017
Alexander Reske
RIVR ↗Ex-Robotic Systems Lab. Hamburg University of Technology BS 2017, ETH Zurich MS 2020
Roy Uhlmann
Motor Ai ↗Ex- Bundesverband Deutscher Startups, Beautiful Group, Dr. Holthausen, Qimaya. University of Konstanz 2007
Olaf Gehrels
coboworx ↗Ex-Midea Group, Servotronix Motion Control, FANUC.
Education networks
23 profiles with education records.
Prior employers
2 profiles with prior-work records.
Profiles cover recorded founders and leaders; contact details remain in Radar.
NEWS INTELLIGENCEHow this industry appears in the news
452,622 articles in the measured 12-month window.
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How this industry appears in the news
452,622 articles in the measured 12-month window.
News volume trends
Robotics coverage across Germany · articles per complete quarter
View quarterly article counts
| Quarter | Articles |
|---|---|
| 2021Q2 | 76,010 |
| 2021Q3 | 83,682 |
| 2021Q4 | 70,559 |
| 2022Q1 | 90,788 |
| 2022Q2 | 85,164 |
| 2022Q3 | 82,684 |
| 2022Q4 | 100,267 |
| 2023Q1 | 103,278 |
| 2023Q2 | 94,620 |
| 2023Q3 | 104,944 |
| 2023Q4 | 89,922 |
| 2024Q1 | 112,754 |
| 2024Q2 | 125,113 |
| 2024Q3 | 119,279 |
| 2024Q4 | 123,260 |
| 2025Q1 | 174,970 |
| 2025Q2 | 105,734 |
| 2025Q3 | 176,543 |
| 2025Q4 | 88,440 |
| 2026Q1 | 91,795 |
Article volume measures coverage, not market sales.
Tone of coverage over time
Most-covered companies
Company share of voice
426 recorded company events across 29 companies; percentages use that event total.
Leading coverage topics
Robotics coverage across Germany · ranked by full-period article count.
Recent and prior counts use the source comparison windows.
Topics gaining and losing attention
Robotics coverage across Germany
| Keyword | Recent | Prior | Change |
|---|---|---|---|
| countries | 4,193 | 1,858 | 126% |
| multilateral diplomacy | 1,595 | 1,066 | 50% |
| national security strategy | 969 | 640 | 51% |
| study overseas | 648 | 371 | 75% |
| overseas study | 588 | 344 | 71% |
| aerial bombardments | 560 | 196 | 186% |
| oil price volatility | 557 | 182 | 206% |
| semester abroad | 529 | 308 | 72% |
| quarterly financials | 503 | 341 | 48% |
| commodity futures | 471 | 227 | 107% |
| europa league | 434 | 2,212 | -80% |
| olympic team selections | 770 | 1,897 | -59% |
| nationalist composers | 3 | 1,889 | -100% |
| aleatoric music | 9 | 1,468 | -99% |
| quarterfinals | 377 | 1,328 | -72% |
Event and signal lenses
Robotics coverage across Germany
Regulatory Risk
764,846 classified articlesterritories, disputed islands, countries
24.0% critical · 15.4% positiveFunding Momentum
83,722 classified articlesinflation reports fx, currency intervention policies, eur/usd
40.6% critical · 45.5% positiveGrowth
199,023 classified articlesgdp growth rate, gdp acceleration, economic output growth
29.5% critical · 46.6% positiveRobotics coverage across Germany. Topic labels describe recorded classifications and can include broad context.
RESEARCH SIGNALSWhat Robotics research is working on
13,675 papers in the recorded worldwide scope.
Expand panel +
What Robotics research is working on
13,675 papers in the recorded worldwide scope.
Research orientation
Contribution mix
Tone counts: 12,844 positive · 749 neutral · 82 negative.
- Robot481 papers
- Industrial robot244 papers
- Welding154 papers
- Robotics106 papers
- Automation106 papers
- Robot welding105 papers
- Manufacturing engineering37 papers
- Workspace32 papers
Landmark: Working Together: A Review on Safe Human-Robot Collaboration in Industrial Environments
- Robot94 papers
- Industrial robot31 papers
- Welding22 papers
- Automation18 papers
- Robotics13 papers
- Control theory12 papers
- Robot welding11 papers
- Kinematics11 papers
Landmark: Industrial robots, employment growth, and labor cost: A simultaneous equation analysis
- Robot5,962 papers
- Welding2,791 papers
- Industrial robot1,959 papers
- Robot welding1,857 papers
- Automation913 papers
- Control theory863 papers
- Kinematics841 papers
- Robotics650 papers
Landmark: First Steps Towards an Intelligent Laser Welding Architecture Using Deep Neural Networks and Reinforcement Learning
Leading institutions
Leading researchers
Highly cited breakthrough-labelled papers
- First Steps Towards an Intelligent Laser Welding Architecture Using Deep Neural Networks and Reinforcement Learning306 citations
- Variable Compliance Control for Robotic Peg-in-Hole Assembly: A Deep-Reinforcement-Learning Approach166 citations
- Digital Twin for Human-Robot Interactive Welding and Welder Behavior Analysis160 citations
- Hybrid Learning Algorithm of Radial Basis Function Networks for Reliability Analysis159 citations
- Human-robot physical interaction and collaboration using an industrial robot with a closed control architecture153 citations
Common problems researchers identify
688 papers · 7 recurring themes
Common problems researchers identify · 01Fundamentals of Robot Control
148 papers21.5% of this theme group
Papers address core control theory, kinematics, and system modeling challenges for robotic mechanisms.
Robot (118) · Control theory (23) · Kinematics (14) · Control system (14)
[25] WPFM: The Workspace Prediction and Fast Matching System
MODELLING AND CONTROL OF MECHATRONIC AND ROBOTIC SYSTEMS
View research history
| Year | Share index |
|---|---|
| 2022 | 743.0 |
| 2023 | 689.0 |
| 2024 | 569.1 |
| 2025 | 717.6 |
Common problems researchers identify · 02Industrial Robot Calibration Issues
127 papers18.5% of this theme group
Research highlights difficulties in calibrating and compensating industrial robot performance.
Industrial robot (101) · Robot (113) · Compensation (7) · Calibration (6)
An overview of calibration technology of industrial robots
The status and development of industrial robots
View research history
| Year | Share index |
|---|---|
| 2022 | 76.3 |
| 2023 | 84.8 |
| 2024 | 70.8 |
| 2025 | 90.7 |
Common problems researchers identify · 03Safe Human‑Robot Collaboration
124 papers18.0% of this theme group
Works examine interaction safety and collaboration methods between humans and industrial robots.
Robot (118) · Human–robot interaction (19) · Robotics (43) · Industrial robot (60)
Working Together: A Review on Safe Human-Robot Collaboration in Industrial Environments
Human robot interaction in industrial robotics. Examples from research centers to industry
View research history
| Year | Share index |
|---|---|
| 2022 | 1534.9 |
| 2023 | 1624.8 |
| 2024 | 2034.3 |
| 2025 | 1892.9 |
Common problems researchers identify · 04Robotic Welding Process Limits
97 papers14.1% of this theme group
Studies discuss constraints and performance gaps in robot‑assisted welding operations.
Robot welding (82) · Welding (87) · Manufacturing engineering (17) · Arc welding (13)
Optimization of robotic workplaces
Discussion on the welding performance of automatic welding of industrial robot and manual welding
View research history
| Year | Share index |
|---|---|
| 2022 | 598.8 |
| 2023 | 569.0 |
| 2024 | 599.4 |
| 2025 | 510.7 |
Common problems researchers identify · 05Automation Integration Challenges
84 papers12.2% of this theme group
Articles explore obstacles to embedding robots within broader industrial automation workflows.
Industrial robot (51) · Robot (54) · Automation (22) · Robotics (14)
Automating industrial tasks through mechatronic systems – a review of robotics in industrial perspective
The Design of an Integrated Monitoring and Maintenance Framework for Newly Developed Equipment: Using Industrial Robot as Example
View research history
| Year | Share index |
|---|---|
| 2022 | 1705.1 |
| 2023 | 1801.9 |
| 2024 | 2155.8 |
| 2025 | 2089.7 |
Common problems researchers identify · 06Laser and Spot Welding Difficulties
61 papers8.9% of this theme group
Research investigates modeling and control problems specific to laser and resistance spot welding robots.
Welding (60) · Laser beam welding (13) · Mechanical engineering (18) · Robot welding (26)
REVIEW ON MODELING OF RESISTANCE SPOT WELDING PROCESS
Analysis of Laser Welding and Cutting Technology
View research history
| Year | Share index |
|---|---|
| 2022 | 938.0 |
| 2023 | 883.8 |
| 2024 | 808.1 |
| 2025 | 584.9 |
Common problems researchers identify · 07Industry 4.0 Robotics Barriers
47 papers6.8% of this theme group
Papers identify flexibility and AI integration hurdles for robotics in smart manufacturing.
Industry 4.0 (10) · Automation (13) · Flexibility (8) · Applications of artificial intelligence (3)
Software products for the automated solution of industrial robotics problems in mechanical assembly plants of machine and instrument enginee
Design and implementation of a control system for robotic assembly station oriented to industry 4.0
View research history
| Year | Share index |
|---|---|
| 2022 | 310.8 |
| 2023 | 326.8 |
| 2024 | 302.9 |
| 2025 | 394.6 |
Cautions
118 papers · 4 recurring themes
Cautions · 01Productivity and Energy Concerns
38 papers32.2% of this theme group
Works caution about the impact of robots on labor costs and energy consumption.
Robot (36) · Automation (11) · Industrial robot (15) · Productivity (6)
Industrial robots, employment growth, and labor cost: A simultaneous equation analysis
Analyzing energy consumption of industrial robots
View research history
| Year | Share index |
|---|---|
| 2022 | 364.6 |
| 2023 | 384.1 |
| 2024 | 351.1 |
| 2025 | 459.7 |
Cautions · 02Software Security and Deployment Risks
32 papers27.1% of this theme group
Studies warn of vulnerabilities and performance issues in robot control software.
Robot (30) · Robotics (8) · Industrial robot (11) · Software deployment (3)
An Experimental Security Analysis of an Industrial Robot Controller
Assessment of the positioning performance of an industrial robot
View research history
| Year | Share index |
|---|---|
| 2022 | 1611.1 |
| 2023 | 1693.2 |
| 2024 | 2054.8 |
| 2025 | 1995.5 |
Cautions · 03Kinematic Control Limitations
25 papers21.2% of this theme group
Research points to challenges in inverse kinematics and motion compensation for mobile robots.
Control theory (10) · Robot (20) · Mobile robot (5) · Kinematics (5)
Inverse kinematic control of an industrial robot used in Vessel-to-Vessel Motion Compensation
Investigation of the impact of various robot properties on a twin Robot-CT system
View research history
| Year | Share index |
|---|---|
| 2022 | 1197.2 |
| 2023 | 1155.2 |
| 2024 | 1065.0 |
| 2025 | 986.9 |
Cautions · 04Vision and Laser Welding Risks
23 papers19.5% of this theme group
Papers highlight reliability and safety concerns in vision‑guided and laser welding systems.
Welding (21) · Robot welding (12) · Mechanical engineering (6) · Laser beam welding (4)
A Review Paper on Vision Based Identification, Detection and Tracking of Weld Seams Path in Welding Robot Environment
Automation of a laser welding system for additive manufacturing
View research history
| Year | Share index |
|---|---|
| 2022 | 938.3 |
| 2023 | 884.1 |
| 2024 | 808.0 |
| 2025 | 585.0 |
Opportunities
9,290 papers · 7 recurring themes
Opportunities · 01Optimizing Robot Production Efficiency
1,227 papers20.4% of this theme group
Works propose methods to improve throughput and reliability of robot‑driven manufacturing.
Industrial robot (741) · Robot (1,014) · Automation (190) · Robotics (156)
Optimization and Efficiency Improvement of Robot-based Industrial Production Process
Increasing Reliability of Robotized Manufacturing Systems
View research history
| Year | Share index |
|---|---|
| 2022 | 1705.1 |
| 2023 | 1801.9 |
| 2024 | 2155.8 |
| 2025 | 2089.7 |
Opportunities · 02Multi‑Robot Task Coordination
1,146 papers19.1% of this theme group
Research presents approaches for allocating tasks and scheduling motions among cooperating robots.
Robot (969) · Object (91) · Workspace (117) · Robotics (145)
Simultaneous task allocation and motion scheduling for complex tasks executed by multiple robots
Supporting Tools for Operator in Robot Collaborative Mode
View research history
| Year | Share index |
|---|---|
| 2022 | 1536.2 |
| 2023 | 1618.2 |
| 2024 | 1996.5 |
| 2025 | 1861.8 |
Opportunities · 03Advanced Welding Quality Monitoring
1,013 papers16.9% of this theme group
Studies develop techniques for real‑time inspection and assurance of laser welding outcomes.
Welding (973) · Robot welding (472) · Laser beam welding (126) · Mechanical engineering (189)
Quality monitoring of laser welding
Study on quality monitoring of laser welding
View research history
| Year | Share index |
|---|---|
| 2022 | 524.2 |
| 2023 | 499.6 |
| 2024 | 523.2 |
| 2025 | 481.6 |
Opportunities · 04Skill Acquisition for Welding Robots
912 papers15.2% of this theme group
Papers explore learning methods and inspection designs to enhance robot welding capabilities.
Robot welding (791) · Welding (775) · Robot (461) · Mechanical engineering (133)
Acquisition of welding skills in industrial robots
Design and analysis of welding inspection robot
View research history
| Year | Share index |
|---|---|
| 2022 | 938.3 |
| 2023 | 884.1 |
| 2024 | 808.0 |
| 2025 | 585.0 |
Opportunities · 05Predictive Trajectory Planning
776 papers12.9% of this theme group
Research introduces predictive control and time‑optimal path planning for industrial manipulators.
Control theory (418) · Trajectory (248) · Robot (477) · Kinematics (158)
Predictive path-following control: Concept and implementation for an industrial robot
Integrated time-optimal trajectory planning and control design for industrial robot manipulator
View research history
| Year | Share index |
|---|---|
| 2022 | 877.8 |
| 2023 | 825.4 |
| 2024 | 652.3 |
| 2025 | 857.1 |
Opportunities · 06Precision Calibration Techniques
544 papers9.1% of this theme group
Works present new methods to refine kinematic parameters and improve robot positioning accuracy.
Calibration (191) · Robot calibration (122) · Robot (465) · Kinematics (167)
A calibration method of kinematic parameters for serial industrial robots
A practical approach to enhance positioning accuracy for industrial robots
View research history
| Year | Share index |
|---|---|
| 2022 | 704.7 |
| 2023 | 663.8 |
| 2024 | 550.7 |
| 2025 | 678.2 |
Opportunities · 07Intelligent Robotic Arm Development
382 papers6.4% of this theme group
Studies focus on designing smart arm interfaces and control for versatile industrial applications.
Robotic arm (270) · Robot (286) · Arm solution (41) · Industrial robot (109)
Review on design and development of intelligent robotic arm
Development and implementation of a natural interface to control an industrial hydraulic robot arm
View research history
| Year | Share index |
|---|---|
| 2022 | 102.9 |
| 2023 | 103.3 |
| 2024 | 103.0 |
| 2025 | 127.8 |
How this field compares with the research baseline
Orientation shares compared with 25,000 papers in the reference sample.
| Research orientation | This field | Reference sample |
|---|---|---|
| Promising | 53.4% | 37.1% |
| Breakthrough | 19.1% | 25.8% |
| Descriptive | 17.7% | 18.0% |
| Problem-identifying | 5.3% | 9.8% |
| Comparative | 3.5% | 4.0% |
| Cautionary | 0.9% | 4.5% |
| Critical | 0.1% | 0.8% |
Concerns receiving less research attention
Counts and shares refer to the stated research pool. A low count describes how much of that research is recorded here, not the absence of a real-world concern.
| Concern / example paper | Papers | Share | Raised as a problem | Worldwide share |
|---|---|---|---|---|
| Labour & data workIndustrial robots, employment growth, and labor cost: A simultaneous equation analysis | 13 | 0.1% | 6 (46.2%) | 0.1% |
| Privacy & surveillanceMejora del sistema de cambio de herramienta de un robot industrial ABB IRB2400 | 7 | 0.06% | 1 (14.3%) | 0.06% |
| Energy & datacenter footprintA machine learning based energy efficient trajectory planning approach for industrial robots | 3 | 0.02% | 0 (0.0%) | 0.02% |
| Safety & misuseLearning Collision-freed Trajectory of welding manipulator based on Safe Reinforcement Learning | 1 | 0.01% | 0 (0.0%) | 0.01% |
| Bias & fairnessColor detection based object discrimination design and development | 1 | 0.01% | 0 (0.0%) | 0.01% |
| Concentration of compute powerAn Affordable Room-Scale Robot for Democratizing Access to Domestic Automation | 1 | 0.01% | 1 (100.0%) | 0.01% |
| Water use | 0 | 0.0% | 0 (%) | 0.0% |
| Carbon & emissions of compute | 0 | 0.0% | 0 (%) | 0.0% |
| Hardware, e-waste & supply chain | 0 | 0.0% | 0 (%) | 0.0% |
Institution and researcher rankings use citations to their covered work. Research scope: worldwide. This may be broader than the company geography.
GEOGRAPHIC FOOTPRINTWhere companies are based
Company counts, hiring and disclosed funding across the recorded hubs.
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Where companies are based
Company counts, hiring and disclosed funding across the recorded hubs.

Munich
41 companies37.3% across the displayed hubs
7 companies hiring · $605.4M disclosed funding
Explore companies in Munich ↗
Berlin
23 companies20.9% across the displayed hubs
3 companies hiring · $69.7M disclosed funding
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Hamburg
11 companies10.0% across the displayed hubs
3 companies hiring · $24.1M disclosed funding
Explore companies in Hamburg ↗
Stuttgart
8 companies7.3% across the displayed hubs
1 companies hiring · $7.0M disclosed funding
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Aachen
7 companies6.4% across the displayed hubs
0 companies hiring · $917.9K disclosed funding
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Augsburg
7 companies6.4% across the displayed hubs
1 companies hiring · $408.2K disclosed funding
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Bremen
7 companies6.4% across the displayed hubs
2 companies hiring · $12.9M disclosed funding
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Karlsruhe
6 companies5.5% across the displayed hubs
2 companies hiring · $3.4M disclosed funding
Explore companies in Karlsruhe ↗Robotics in Germany: key questions
Clear definitions for making better comparisons.
What does this landscape measure?
It measures the tracked company ecosystem, recorded funding, hiring and other available evidence. It is not a market-size estimate.
Can segment counts be added together?
No. A company can belong to several segments, so segment counts and funding can overlap.
What does a missing figure mean?
A dash or unavailable panel means the current reviewed source snapshot does not support that figure.
Company ecosystem snapshot: 4 September 2026. Funding is recorded in USD; filed accounts retain their stated currency and reporting basis. Each section identifies its own coverage. The news and research behind these sections is explorable in Prism.
Canonical landscape ↗