Industry landscapes
Industry report

Funding and advertised pay are reported in USD; filed accounts retain their stated source currency and basis.

Exchange-rate basis

Indicative conversions use ECB reference rates dated 2026-09-14, applied consistently across all periods. They are not historical exchange rates. Indian rupees may use crore (1 crore = 10 million); other currencies use K, M and B. CSV downloads, source documents and quoted news headlines retain their original currencies.

THE GERMANY EDITION 2026

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.

Snapshot: Funding in USD
Illustrated cover for Robotics Industry Landscape of Germany
DE
COMPANIES · CAPITAL · TALENT

An industry ecosystem,
measured in context.

Robotics illustration
MEET THE COMPANIES

Explore Germany’s robotics leaders

24 featured companies from the funding, hiring, revenue and team-size leaderboards.

Expand panel +
Robotics company highlights in Germany, snapshot 4 September 2026
Company
Neura Roboticsneura-robotics.com$1.48B42
Agile Robotsagile-robots.com$250M116Financial figure available in RadarView in Radar
Kinexonkinexon.com$147.75M66
Wandelbotswandelbots.com$126.12M85Financial figure available in RadarView in Radar
RobCorobco.de$56.69M48
Davidregerdavidreger.com$55M
Foodjifoodji.com$54.66M97
DeepDrivedeepdrive.tech$54.35M40
BEUMER Groupbeumergroup.com10 roles424Financial figure available in RadarView in Radar
Stäublistaubli.com10 roles167Financial figure available in RadarView in Radar
CARIADcariad.technology7 roles4,126
SYNAOSsynaos.com7 roles71
STILLstill.de6 roles
WITRONwitron.de6 roles
enabl Technologiesenabl-tech.de6 roles6
cellumationcellumation.com5 roles36
Dryad Networksdryad.net39
Ek roboticsek-robotics.com150
Fischertechnikfischertechnik.de
Fruitcore Roboticsfruitcore-robotics.com69Financial figure available in RadarView in Radar
Idealworksidealworks.com85
KUKAkuka.com14,000
Mercedes-Benz Future Busdaimler.com72
SAFELOGsafelog.de152
24 featured companies

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 ↗

Company discovery

Recorded evidence only

Explore 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 ↗
THE KEY SIGNALS

Robotics industry KPIs in Germany

A few useful ratios bring the size of this ecosystem into perspective.

4 September 2026
Hiring participation17.7%

48 of 271 tracked companies have open roles.

Funding participation28.4%

77 of 271 tracked companies have a recorded round.

Top 3 funding share70.5%

Share of disclosed capital received by the three largest recorded recipients.

Median disclosed round$3.49M

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 FORMATION

How Germany robotics has grown

Recorded company formation and disclosed funding across the complete annual series shown.

Expand panel +
2016 — 2025

Disclosed funding by year

Sum of recorded funding rounds · USD

Germany robotics
$0$102.25M$204.51M$306.76M$409.01M2016: $14.21M20162017: $3.85M20172018: $52.34M20182019: $9.59M20192020: $108.48M20202021: $358.78M20212022: $318.05M20222023: $218.18M20232024: $159.97M20242025: $182.16M2025
View the numbers
Annual robotics funding and company formation in Germany
YearFunding (USD)FoundedRaising
2016$14.21M194
2017$3.85M203
2018$52.34M139
2019$9.59M225
2020$108.48M2712
2021$358.78M2711
2022$318.05M1318
2023$218.18M617
2024$159.97M38
2025$182.16M47
WHERE CAPITAL SITS

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

NUMBER OF ROUNDS
Seed & Angel49 31.0%
Series A–B48 30.4%
Series C+ / PE6 3.8%
Grants, debt & other55 34.8%

Recent recorded rounds

Latest recorded rounds · USD
2 rounds

Swipe or scroll horizontally to browse.

Series A03/2026
KEWAZO $16M

Backed by Schooner Capital and Chevron Technology Ventures and others.

Largest and notable recorded rounds

Each card is one recorded round
10 cards

Swipe or scroll horizontally to browse.

Series B02/2024
RobCorobco.de$43M

Backed by Lightspeed Venture Partners and Sequoia Capital and others.

THE BUSINESS BEHIND THE ACTIVITY

Revenue, profitability & financial strength

Expand panel +

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.

DIGITAL FOOTPRINT

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.

AppInstallsRatingStore category
FoodjiFoodji87.4KFood & Drink
ROBO Pro SmartFischertechnik17.2KEducational
TXTCamdroidFischertechnik14.6KEducation
ROBO Pro CodingFischertechnik12.9KLibraries & Demo
Voice ControlFischertechnik12.5KLibraries & Demo
Dynamic ForestOcell5.9KMaps & Navigation
First CodingFischertechnik5.1KEducation
SSI CMMSSSI Schaefer2.3KTools
KUKA MixedReality AssistantKUKA1.7KTools
BluetoothControlFischertechnik1.5KEntertainment

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).

SegmentAppsInstallsLeading appRelease trend
Professional Service Robots790.1KFoodji 87.4K
Iot Applications287.8KSilvanet 378
K-12 Edtech865.7KROBO Pro Smart 17.2K
Drones57.9KDynamic Forest 5.9K
Logistics Tech73.3KSSI CMMS 2.3K
Scm Software42.5KSSI CMMS Training 212
Industrial Robotics31.9KKUKA MixedReality Assistant 1.7K
Manufacturing Tech31.8KMobile 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.

2022Q4: 22022Q4: 02022Q42023Q2: 22023Q2: 02023Q22023Q4: 22023Q4: 02023Q42024Q3: 12024Q3: 02024Q32025Q1: 12025Q1: 22025Q12025Q2: 42025Q2: 02025Q22025Q3: 12025Q3: 22025Q3

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 INDUSTRY

The Germany robotics market map

Explore the segments behind the headline numbers.

Expand panel +

Where companies are building

Rank segments by scale, hiring or disclosed funding.

Enterprise tech254
Deep tech220
Industry 4.0139
Enterprise software46
Smart factories45
Saas40
Internet of vehicles34
Consumer digital24
Logistics saas20
Agritech20
B2b agritech19
Smart farming18

Companies can sit in several segments. Counts and funding overlap.

SEGMENT TO EXPLORE

Enterprise tech

The largest measured segment in this report snapshot.

254companies
18.1%have hiring activity

46 companies hiring · $2.66B disclosed funding

Explore in Radar

How companies make money

Common revenue models; a company can use more than one.

Subscription131
Physical commerce86
Fee-for-service56
E-commerce - product53
Commission on transaction14
E-commerce - service8
Licensing7
Advertising3
THE COMPANIES IN MOTION

Who is listing, hiring leaders, launching and winning work

Recorded corporate activity linked to companies in this landscape.

Expand panel +
Recent corporate headlines 10 dated reports
Mergers & acquisitionsdaimler.com ↗

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.

Funding roundsneura-robotics.com ↗

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.

Funding roundskewazo.com ↗

The current financing round supports a broad consortium of international investors.

Funding roundsdriveblocks.ai ↗

The Munich software company driveblocks has completed a pre-Series A financing round of 3.5 million euros.

Funding roundsrobco.de ↗

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.

Funding roundsfilics.eu ↗

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.

Mergers & acquisitionsrocketsolution.de ↗

Kardex has acquired a controlling majority stake in Rocket Solution GmbH to strengthen its strategic partnership.

Mergers & acquisitionsagile-robots.com ↗

© 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.

Mergers & acquisitionsek-robotics.com ↗

The ek robotics GmbH, one of the leading manufacturers of Autonomous Transport Systems (FTS), found a new owner at NEURA Robotics GmbH.

Funding roundssensmore.ai ↗

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.

Funding rounds
41
Contracts
32
Leadership moves
26
Company announcements
26
New products
17
Mergers & acquisitions
13
Lawsuit
12
Job creation
7
Earnings
6
Layoffs
4
6 activity cards

Swipe or scroll horizontally to browse.

Leadership moves

3 tracked people moves

Pär Tornemo

Appointment President & CEO

RobCo ↗
Dennis Hauser

Appointment Chief Financial Officer

Stäubli ↗
Adrien Brouillard

Appointment Executive President

Product launches

Products, platforms and features in the recorded window

Agile ONE

Humanoid robot

Litigation

12 tracked suits

Company
U.S. government, California state regulators v Daimler, mercedes-benz usa

emissions cheating allegationsCivil · Settled

Company
coalition of attorneys general v mercedes-benz usa, Daimler

emission cheating devicesCivil · Settled

Mergers and acquisitions

Company-linked deal reports; status is preserved as recorded.

Acquirer → targetStatusDateValue / context
Agile Robotsthyssenkrupp Automation EngineeringAnnounced2026-04-20Not stated in snapshot
Mercedes-Benz Future BusBeijing Electric Vehicle Company (BJEV)Announced2026-04-15Not stated in snapshot
baicMercedes-Benz Future Bus ↗Announced2026-04-15Not stated in snapshot
Mercedes-Benz Future BushailoCompleted2026-04-14Not stated in snapshot
NaMercedes-Benz Future Bus ↗Completed2026-04-12Not stated in snapshot
kardexRocket Solution ↗Announced2025-12-01Not stated in snapshot

A discussion or rumour is not a completed transaction. An unstated value is not zero.

PEOPLE & OPPORTUNITY

The talent market

193 postings in the preceding 12 months. The full 638-posting snapshot covers 40 employers.

Expand panel +

Most advertised job titles

Software Developer Wamas Enterprise13
Netzwerk Und Firewall Administrator (M/W/D)12
Mechatroniker (W/M/D) Wartung Und Service9
Konstruktionsmechaniker (M/W/D) Im Bereich Rohbau7
Expert Compliance (M/W/D)7
Full Stack Developer Configurators (M/W/D)7
0 internship postings

3 tracked postings mention remote work.

The seniority mix

193 postings specify a level.

unspecified
445
manager
75
senior
52
lead
33
intern
27
entry
6

Skills employers mention

Top skills across 638 tracked postings in the available jobs snapshot.

Python
4
Machine Learning
3
C++
3
3D Vision
1
Transformers
1
Snowflake
1
State Estimation
1
Key Ratios
1
Radar Data
1
A/B Testing
1
THE PEOPLE BUILDING THE FIELD

Founders and leaders

298 founders and chief executives across 156 companies.

Expand panel +
12 profiles

Swipe or scroll horizontally to browse.

Education networks

23 profiles with education records.

Technical University of Munich
14
ETH Zurich
4
The Karlsruhe Institute of Technology
1
INSEAD
1
Grenoble Ecole de Management
1
Harvard Business School
1
University of California (Berkeley)
1
Harvard University
1

Prior employers

2 profiles with prior-work records.

Profiles cover recorded founders and leaders; contact details remain in Radar.

NEWS INTELLIGENCE

How this industry appears in the news

452,622 articles in the measured 12-month window.

Expand panel +
452,622articles in the measured year
91,795articles in 2026Q1
46.8%positive tone in the latest complete year

News volume trends

Robotics coverage across Germany · articles per complete quarter

050,756101,512152,268203,0242021Q2: 76,0102021Q22021Q3: 83,6822021Q4: 70,5592022Q1: 90,7882022Q2: 85,1642022Q22022Q3: 82,6842022Q4: 100,2672023Q1: 103,2782023Q2: 94,6202023Q22023Q3: 104,9442023Q4: 89,9222024Q1: 112,7542024Q2: 125,1132024Q22024Q3: 119,2792024Q4: 123,2602025Q1: 174,9702025Q2: 105,7342025Q22025Q3: 176,5432025Q4: 88,4402026Q1: 91,7952026Q1
View quarterly article counts
QuarterArticles
2021Q276,010
2021Q383,682
2021Q470,559
2022Q190,788
2022Q285,164
2022Q382,684
2022Q4100,267
2023Q1103,278
2023Q294,620
2023Q3104,944
2023Q489,922
2024Q1112,754
2024Q2125,113
2024Q3119,279
2024Q4123,260
2025Q1174,970
2025Q2105,734
2025Q3176,543
2025Q488,440
2026Q191,795

Article volume measures coverage, not market sales.

Tone of coverage over time

2021
127,345 positive · 34,406 neutral · 83,893 negative
2022
174,346 positive · 53,445 neutral · 130,717 negative
2023
216,789 positive · 67,400 neutral · 108,203 negative
2024
236,205 positive · 103,124 neutral · 140,518 negative
2025
255,125 positive · 157,685 neutral · 132,479 negative

Leading coverage topics

Robotics coverage across Germany · ranked by full-period article count.

Geopolitical Disputes And Contested Areas299,720 articles in the full recorded period
108,094 recent · 81,371 prior
International And Transnational Geographic Entities299,715 articles in the full recorded period
108,092 recent · 81,371 prior
Administrative And Political Subdivisions299,668 articles in the full recorded period
108,067 recent · 81,361 prior
International Political Relations61,552 articles in the full recorded period
14,504 recent · 13,519 prior
Security And Defense Policies42,379 articles in the full recorded period
10,473 recent · 8,663 prior
International Sports Competitions34,842 articles in the full recorded period
5,647 recent · 9,820 prior
International Relations And Diplomacy25,910 articles in the full recorded period
6,795 recent · 5,794 prior
Olympic Games Coverage18,437 articles in the full recorded period
3,017 recent · 5,902 prior
Professional League Updates16,299 articles in the full recorded period
3,750 recent · 3,605 prior
Trade Policies And Agreements14,386 articles in the full recorded period
3,925 recent · 4,525 prior

Recent and prior counts use the source comparison windows.

Topics gaining and losing attention

Robotics coverage across Germany

KeywordRecentPriorChange
countries4,1931,858126%
multilateral diplomacy1,5951,06650%
national security strategy96964051%
study overseas64837175%
overseas study58834471%
aerial bombardments560196186%
oil price volatility557182206%
semester abroad52930872%
quarterly financials50334148%
commodity futures471227107%
europa league4342,212-80%
olympic team selections7701,897-59%
nationalist composers31,889-100%
aleatoric music91,468-99%
quarterfinals3771,328-72%

Event and signal lenses

Robotics coverage across Germany

All complete annual cohorts shown
Rising

Regulatory Risk

764,846 classified articles

territories, disputed islands, countries

24.0% critical · 15.4% positive
Rising

Funding Momentum

83,722 classified articles

inflation reports fx, currency intervention policies, eur/usd

40.6% critical · 45.5% positive
Rising

Growth

199,023 classified articles

gdp growth rate, gdp acceleration, economic output growth

29.5% critical · 46.6% positive

Robotics coverage across Germany. Topic labels describe recorded classifications and can include broad context.

RESEARCH SIGNALS

What Robotics research is working on

13,675 papers in the recorded worldwide scope.

Expand panel +
13,675papers
13,675worldwide comparison pool
India-affiliated papers

Research orientation

Promising
7,308
Breakthrough
2,609
Descriptive
2,414
Problem-identifying
721
Comparative
478
Cautionary
127
Critical
18

Contribution mix

Methods-led
9,647
Empirical
2,917
Reviews
720
Position pieces
242
Theoretical
149

Tone counts: 12,844 positive · 749 neutral · 82 negative.

Common problems researchers identify
739 papers · 5.4% of this field
  • 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

Cautions
127 papers · 0.9% of this field
  • 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

Opportunities
9,917 papers · 72.5% of this field
  • 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

Chinese Academy of Sciences
1,305
Shanghai Jiao Tong University
1,169
Technical University of Munich
910
École de Technologie Supérieure
875
University of Kentucky
872
University of Chinese Academy of Sciences
871

Leading researchers

Ilian A. Bonev
858
Yuming Zhang
798
Shuai Li
670
Xin Luo
661
Zhibin Li
660
Sandra Robla-Gómez
558
Victor M. Becerra
558
J.R. Llata
558

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
7 cards

Swipe or scroll horizontally to browse.

Fundamentals of Robot ControlCommon problems researchers identify · 01

Fundamentals of Robot Control

148 papers

21.5% 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
YearShare index
2022743.0
2023689.0
2024569.1
2025717.6
Industrial Robot Calibration IssuesCommon problems researchers identify · 02

Industrial Robot Calibration Issues

127 papers

18.5% 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
YearShare index
202276.3
202384.8
202470.8
202590.7
Safe Human‑Robot CollaborationCommon problems researchers identify · 03

Safe Human‑Robot Collaboration

124 papers

18.0% 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
YearShare index
20221534.9
20231624.8
20242034.3
20251892.9
Robotic Welding Process LimitsCommon problems researchers identify · 04

Robotic Welding Process Limits

97 papers

14.1% 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
YearShare index
2022598.8
2023569.0
2024599.4
2025510.7
Automation Integration ChallengesCommon problems researchers identify · 05

Automation Integration Challenges

84 papers

12.2% 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
YearShare index
20221705.1
20231801.9
20242155.8
20252089.7
Laser and Spot Welding DifficultiesCommon problems researchers identify · 06

Laser and Spot Welding Difficulties

61 papers

8.9% 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
YearShare index
2022938.0
2023883.8
2024808.1
2025584.9
Industry 4.0 Robotics BarriersCommon problems researchers identify · 07

Industry 4.0 Robotics Barriers

47 papers

6.8% 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
YearShare index
2022310.8
2023326.8
2024302.9
2025394.6

Cautions

118 papers · 4 recurring themes
4 cards

Swipe or scroll horizontally to browse.

Productivity and Energy ConcernsCautions · 01

Productivity and Energy Concerns

38 papers

32.2% 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
YearShare index
2022364.6
2023384.1
2024351.1
2025459.7
Software Security and Deployment RisksCautions · 02

Software Security and Deployment Risks

32 papers

27.1% 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
YearShare index
20221611.1
20231693.2
20242054.8
20251995.5
Kinematic Control LimitationsCautions · 03

Kinematic Control Limitations

25 papers

21.2% 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
YearShare index
20221197.2
20231155.2
20241065.0
2025986.9
Vision and Laser Welding RisksCautions · 04

Vision and Laser Welding Risks

23 papers

19.5% 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
YearShare index
2022938.3
2023884.1
2024808.0
2025585.0

Opportunities

9,290 papers · 7 recurring themes
7 cards

Swipe or scroll horizontally to browse.

Optimizing Robot Production EfficiencyOpportunities · 01

Optimizing Robot Production Efficiency

1,227 papers

20.4% 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
YearShare index
20221705.1
20231801.9
20242155.8
20252089.7
Multi‑Robot Task CoordinationOpportunities · 02

Multi‑Robot Task Coordination

1,146 papers

19.1% 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

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YearShare index
20221536.2
20231618.2
20241996.5
20251861.8
Advanced Welding Quality MonitoringOpportunities · 03

Advanced Welding Quality Monitoring

1,013 papers

16.9% 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
YearShare index
2022524.2
2023499.6
2024523.2
2025481.6
Skill Acquisition for Welding RobotsOpportunities · 04

Skill Acquisition for Welding Robots

912 papers

15.2% 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
YearShare index
2022938.3
2023884.1
2024808.0
2025585.0
Predictive Trajectory PlanningOpportunities · 05

Predictive Trajectory Planning

776 papers

12.9% 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
YearShare index
2022877.8
2023825.4
2024652.3
2025857.1
Precision Calibration TechniquesOpportunities · 06

Precision Calibration Techniques

544 papers

9.1% 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
YearShare index
2022704.7
2023663.8
2024550.7
2025678.2
Intelligent Robotic Arm DevelopmentOpportunities · 07

Intelligent Robotic Arm Development

382 papers

6.4% 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
YearShare index
2022102.9
2023103.3
2024103.0
2025127.8

How this field compares with the research baseline

Orientation shares compared with 25,000 papers in the reference sample.

Research orientationThis fieldReference sample
Promising53.4%37.1%
Breakthrough19.1%25.8%
Descriptive17.7%18.0%
Problem-identifying5.3%9.8%
Comparative3.5%4.0%
Cautionary0.9%4.5%
Critical0.1%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 paperPapersShareRaised as a problemWorldwide share
Labour & data workIndustrial robots, employment growth, and labor cost: A simultaneous equation analysis130.1%6 (46.2%)0.1%
Privacy & surveillanceMejora del sistema de cambio de herramienta de un robot industrial ABB IRB240070.06%1 (14.3%)0.06%
Energy & datacenter footprintA machine learning based energy efficient trajectory planning approach for industrial robots30.02%0 (0.0%)0.02%
Safety & misuseLearning Collision-freed Trajectory of welding manipulator based on Safe Reinforcement Learning10.01%0 (0.0%)0.01%
Bias & fairnessColor detection based object discrimination design and development10.01%0 (0.0%)0.01%
Concentration of compute powerAn Affordable Room-Scale Robot for Democratizing Access to Domestic Automation10.01%1 (100.0%)0.01%
Water use00.0%0 (%)0.0%
Carbon & emissions of compute00.0%0 (%)0.0%
Hardware, e-waste & supply chain00.0%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 FOOTPRINT

Where companies are based

Company counts, hiring and disclosed funding across the recorded hubs.

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UNDERSTAND THE LANDSCAPE

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 ↗
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