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 ↗
India’s
robotics industry,
in focus.
The companies, capital and talent shaping robotics in India. Find the leaders. Understand the segments. See where the activity is.

An industry ecosystem,
measured in context.
MEET THE COMPANIESExplore India’s robotics leaders
24 featured companies from the funding, hiring, revenue and team-size leaderboards.
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Explore India’s robotics leaders
24 featured companies from the funding, hiring, revenue and team-size leaderboards.
Startup discovery
Recorded classifications onlyRobotics industry KPIs in India
A few useful ratios bring the size of this ecosystem into perspective.
111 of 493 tracked companies have open roles.
145 of 493 tracked companies have a recorded round.
Share of disclosed capital received by the three largest recorded recipients.
Midpoint of 386 rounds with a disclosed amount.
Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 35.9% of disclosed capital, while 70.6% of tracked companies have no recorded funding round.
Explore the segments →CAPITAL & COMPANY FORMATIONHow India robotics has grown
Recorded company formation and disclosed funding across the complete annual series shown.
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How India 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 | $6.61M | 35 | 10 |
| 2017 | $9.61M | 37 | 10 |
| 2018 | $20.05M | 43 | 23 |
| 2019 | $31.22M | 44 | 25 |
| 2020 | $17.88M | 43 | 27 |
| 2021 | $130.17M | 53 | 47 |
| 2022 | $86.78M | 55 | 41 |
| 2023 | $77.24M | 28 | 50 |
| 2024 | $146.35M | 25 | 55 |
| 2025 | $61.67M | 21 | 29 |
Funding concentration
Share of all disclosed company funding.
- Miko Technologies17.9%
- Addverb10.4%
- Garuda Aerospace7.7%
- Other companies64.1%
Funding by stage
444 recorded rounds since 2016
Investors appearing most often
Recorded participation in robotics company rounds since 2016.
- 01LetsVenture 14 rounds
- 02Keshav R Murugesh 11 rounds
- 03Chiratae Ventures 10 rounds
- 04Soonicorn Ventures 10 rounds
- 05Inflection Point Ventures 9 rounds
- 06Angel List 8 rounds
- 07Blume Venture 7 rounds
- 08Venture Catalysts 7 rounds
- 09YourNest 7 rounds
- 010IvyCap Ventures 6 rounds
Recent recorded rounds
Latest recorded rounds · USDBacked by Indian Angel Network and Info Edge Ventures.
Backed by Alkemi Growth Capital and Shree Vasu Logistics.
Backed by Finvolve and India Accelerator.
Backed by .
Backed by Indian Angel Network and AVNM Ventures and others.
Largest and notable recorded rounds
Each card is one recorded roundBacked by Reliance Retail and Atul Kumar and others.
Backed by 360 One and Chiratae Ventures and others.
Backed by Skegen.
Backed by Walden Catalyst and NGP Capital and others.
Participating investors were not recorded in this snapshot.
Backed by Sphiticap and Ocgrow Group of Companies and others.
Backed by Chiratae Ventures and Keshav Murugesh and others.
Backed by ICICI Venture and RedStart Labs and others.
Backed by Delhivery.
Backed by Bidra Innovation Ventures and Omnivore and others.
THE BUSINESS BEHIND THE ACTIVITYRevenue, profitability & financial strength
Annual accounts for reporting companies linked to this landscape, on like-for-like currency and reporting bases.
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Revenue, profitability & financial strength
Annual accounts for reporting companies linked to this landscape, on like-for-like currency and reporting bases.
Display conversions use the dated reference rates above. Where a verified rate is unavailable, figures retain their source currency. Each reporting cohort keeps its currency and accounting basis separate.
FY2025 · annual statements grouped by reported fiscal year; exact entity periods remain on preview rows · 225 reporting entities from 298 eligible matches.
Sum of reporting-entity revenue; not India market sales.
Combined result for the same cohort.
Combined net income ÷ combined revenue.
The middle covered reporting entity.
106 of 225 covered entities.
Share of covered revenue from the five largest entities.
Annual account trend
Reported cohort totals by year; coverage is stated for every period.
Bar height shows revenue. Changes in coverage can affect totals.
Profitability has two perspectives
FY2025 · 225 reporting entities
Open the company accounts
Up to eight fixed company previews show financial amounts. Search and sort the wider company list, then continue in Radar.
| Company / reporting entity | Revenue | Net profit / loss | Net margin | Revenue growth | Total assets |
|---|---|---|---|---|---|
| Jungheinrich India ↗U35204MH2012FTC227265 | ₹439.1 crore | ₹6.1 crore | +1.4% | — | ₹384.2 crore |
| Falcon Autotech ↗U29230DL2010PTC207115 | ₹281.2 crore | ₹22.0 crore | +7.8% | — | ₹430.3 crore |
| Armstrong Dematic ↗U29100MH2002PTC136465 | ₹205.1 crore | ₹15.7 crore | +7.7% | — | ₹193.8 crore |
| Garuda Aerospace ↗U74900TN2015PLC102474 | ₹117.7 crore | ₹17.3 crore | +14.7% | — | ₹211.3 crore |
| Sagar Defence Engineering ↗U29253MH2015PTC264539 | ₹103.9 crore | ₹33.3 crore | +32.1% | — | ₹343.7 crore |
| STEM Robo ↗U74999UP2016PLC084155 | ₹88.4 crore | ₹8.3 crore | +9.4% | — | ₹41.0 crore |
| Robokidz ↗U74900PN2014PTC153530 | ₹58.8 crore | ₹5.3 crore | +9.0% | — | ₹18.9 crore |
| Blix ↗U74999MH2014PTC253963 | ₹10.8 crore | ₹0.1 crore | +1.0% | — | ₹4.4 crore |
Explore full company accounts and filings.
Explore a reporting entity
Choose “View accounts” to inspect an available company preview.
How does robotics compare?
Each pair uses the same year, currency and reporting basis. Cohort overlap is disclosed.
| Industry | Covered / eligible | Revenue total | Median revenue | Net profit / loss | Aggregate margin | Profitable share | Overlap |
|---|
Available-account cohorts are not estimates of whole industries. Overlapping entities can occur in more than one cohort; do not add cohort totals.
Coverage, calculations & financial sources
Filed annual accounts for exact designated national identifiers. Every aggregate and peer pair uses one fiscal year, source currency and reporting basis; periods, coverage and overlap are explicit; 2026 partials are excluded.
The same up to eight reporting entities remain open across years, filters and sorts. Other company figures are available in Radar.
Source currencies and accounting bases stay separate. Missing accounts are excluded rather than treated as zero. Exact reporting periods appear on company previews. Annual totals can change with coverage and do not measure growth of a fixed company cohort.
Web traffic, app reach and release cadence
How the India companies on this page show up online: the sites people visit, the apps they install, and how often those apps ship.
Most-installed apps
36 of these companies (7.3%) publish at least one Android app — 65 apps in all, carrying 2.2M installs between them.
| App | Installs | Rating | Store category |
|---|---|---|---|
| VendekinVendekin | 710.7K | 1.9 | Shopping |
| WitBlox -Robotics Learning AppWitBlox | 318.3K | 3.8 | Education |
| DaalchiniDaalchini | 302.5K | 4.2 | Food & Drink |
| JustVendJustVend | 271.1K | — | Food & Drink |
| Miko - Play, Learn, & ConnectMiko Technologies | 195.2K | 4.4 | Entertainment |
| MuksOS AI Launcher 2.0Muks Robotics | 144.4K | 3.8 | Personalization |
| VendourVendour | 137K | — | Lifestyle |
| AiConnectSTEM Robo | 14.6K | — | Education |
| Daalchini PartnersDaalchini | 10.3K | — | Food & Drink |
| Miko ChessMiko Technologies | 8.1K | 4.5 | Board |
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 (2023Q3–2026Q1).
| Segment | Apps | Installs | Leading app | Release trend |
|---|---|---|---|---|
| Autonomous Retail | 25 | 1.5M | Vendekin 710.7K | |
| Food Tech | 24 | 1.2M | Daalchini 302.5K | |
| Online Grocery | 22 | 1M | Daalchini Partners 10.3K | |
| Consumer Robotics | 18 | 554K | WitBlox -Robotics Learning App 318.3K | |
| K-12 Edtech | 17 | 553.8K | Miko - Play, Learn, & Connect 195.2K | |
| Consumer Electronics E-Commerce | 4 | 324.6K | WitBlox - WiFi Clip Controller 5.6K | |
| Professional Service Robots | 7 | 146.5K | MuksOS AI Launcher 2.0 144.4K | |
| In Store Retail Tech | 3 | 10.5K | Niflr 7.9K |
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. 37 of 65 apps carry a release date. The series ends at 2026Q1, the last quarter that closed before the June 2026 reading.
INSIDE THE INDUSTRYThe India robotics market map
Explore the segments behind the headline numbers.
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The India 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.
99 companies hiring · $498.16M 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.
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Who is listing, hiring leaders, launching and winning work
Recorded corporate activity linked to companies in this landscape.
Recent corporate headlines 10 dated reports
Deals in 2026 so far include $28 million funding for Unbox Robotics, apart from investments in robotics hardware startup Armatrix as well as robotics inspection and maintenance company Octobotics, which raised $1.13 million.
Dronetech start-up Garuda Aerospace has pre-filed its draft red herring prospectus (DRHP) with the Securities and Exchange Board of India, moving a step closer to an initial public offering, according to Inc42.
Skye Air Mobility closed the first tranche of its series B, raising US$9 million to expand its drone delivery network and technology across the country.
SS Innovations International, Inc. (the “Company” or “SS Innovations”) (Nasdaq: SSII ), a developer of innovative surgical robotic technologies dedicated to making robotic surgery affordable and accessible to a global population, today announced that on March 6, 2026, the Company completed a private placement of its common stock (the “Private Placement”) which generated approximately $18.6 million in gross proceeds, before deducting offering expenses.
Articulus Surgical, a medical device company focused on surgical robotics for minimally invasive soft-tissue procedures, has raised a Seed funding round led by Kalaari Capital.
ACE Robotics announced the completion of an angel financing round. Ant Group led the round. Existing shareholder Sense Capital increased its investment.
AWE Funds and Unicorn India Ventures co-invested in the pre-Series A funding round for the marine robotics startup EyeROV, raising a total of Rs 13 crore ($1.44 million).
AITMC Ventures, an agri-drone start-up, will raise ₹200 crore via IPO to fund its expansion plans.
Unbox Robotics $28 million round brings automation back into focus as labour constraints, e-commerce complexity, and cost pressures converge. With backing from a diverse investor base including ICICI Venture, Info Edge India Ltd, 3one4 Capital, and BEENEXT
A few months ago, Makers Hive finally raised its first VC-backed bridge round of ₹10 crore from Silverneedle Ventures.
Full recorded event mix
Top 10 categories among 278 recorded events in the 24-month window.
IPO pipeline
4 companies with recorded IPO activity
IPO · SEBI6 reports
IPO · NSE2 reports
IPO · BSE SME3 reports
IPO2 reports
Leadership moves
3 tracked people moves
Departure Previously Chairwoman of the Supervisory Board
Appointment Chairman of the Supervisory Board
Resignation Previously Supervisory Board Chairman
Product launches
Products, platforms and features in the recorded window
Drone delivery service
Drone logistics and delivery
End-to-end autonomous inventory management solution
material handling equipment
pallet truck
Contract wins
19 recorded customer wins
Customer: ministry of defenceDefense
Customer: Rajasthan Electronics & InstrumentsDrone Training / Aerospace
Customer: mainovaEnergy
Customer: Godrej GroupIndustrial
Customer: NavyDefense
Customer: U.S.-based logistics companyLogistics
Workforce actions
1 companies with reported reductions
160 rolesplant closure
Regulatory events
6 recorded events
approved for IPOSEBI
approved export license
export license granted
cautionary email receivedBSE Limited
Litigation
1 tracked suits
share subscription and shareholders’ agreement complianceCivil ·
Earnings pulse
Reported company results in the recorded window.
Median across 14 reported growth observations; companies may contribute multiple periods.
Mergers and acquisitions
Company-linked deal reports; status is preserved as recorded.
| Acquirer → target | Status | Date | Value / context |
|---|---|---|---|
| reliance industries→Asteria Aerospace ↗ | Completed | 2025-12-30 | $3.3M |
| adani defence & aerospace→General Aeronautics ↗ | Completed | 2025-11-28 | Not stated in snapshot |
| Jungheinrich India→invar | Announced | 2025-11-04 | Not stated in snapshot |
| reliance→Addverb ↗ | Rumored | 2025-08-23 | Not stated in snapshot |
| zen technologies→Bhairav Robotics ↗ | Completed | 2025-03-19 | Not stated in snapshot |
| Elanpro→Wendor ↗ | Completed | 2025-01-28 | Not stated in snapshot |
A discussion or rumour is not a completed transaction. An unstated value is not zero.
PEOPLE & OPPORTUNITYThe talent market
202 postings in the preceding 12 months. The full 248-posting snapshot covers 72 employers.
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The talent market
202 postings in the preceding 12 months. The full 248-posting snapshot covers 72 employers.
Most advertised job titles
1 tracked postings mention remote work.
The seniority mix
114 postings specify a level.
Skills employers mention
Top skills across 248 tracked postings in the available jobs snapshot.
Companies hiring
Large employers
| Company | Employees |
|---|---|
| Falcon Autotech ↗ | 664 |
| BlueBinaries ↗ | 409 |
| Miko Technologies ↗ | 235 |
| SS Innovations International ↗ | 216 |
| Skye Air ↗ | 159 |
| General Aeronautics ↗ | 156 |
| Ati Motors ↗ | 155 |
| IoTechWorld ↗ | 140 |
THE PEOPLE BUILDING THE FIELDFounders and leaders
552 founders and chief executives across 346 companies.
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Founders and leaders
552 founders and chief executives across 346 companies.
Chintan Raikar
Miko Technologies ↗Ex-Altair Engineering. IIT Bombay ME 2013
Satish Shukla
Addverb ↗Ex-Asian Paints · Shri Vaishnav Institute Of Technology & Science BE 2011, Tata Institute of Social Sciences MA 2013
Agnishwar Jayaprakash
Garuda Aerospace ↗Ex-E7ham Arivu TV Show · Anna University BE 2013, Queens University of Charlotte MBA 2014, Harvard University PLD 2018
Viswanathan Vinay
Ati Motors ↗Founder Jed-i Technologies, ex-Founder LimberLink Technologies, Geodesic Information Systems. NIT Tiruchirappalli BE 1985, IISc PhD 1992
Mridul Babbar
Sagar Defence Engineering ↗Ex-HackerRank · Dyal Singh Public School, karnal 2011
Pramod Ghadge
Unbox Robotics ↗Ex-Entrepreneur First, Flipkart, Provolv Cricket, HomeCookish. VJTI BTech 2012, NUS MSc 2015
Jaisimha Rao
Niqo Robotics ↗Ex-BlackRock · Carnegie Mellon University BS 2007
Prabhu Rajagopal
Planys Technologies ↗Co-Founder Plenome, Elsevier, XYMA Analytics, Solinas Integrity. Indian Institute of Technology, Madras MTech 2003, Imperial College London PhD 2007
Athil Krishna
I Hub Robotics ↗Co-Founder & CEO-IHUB Robotics · Akshaya College of Engineering and Technology BE 2021, Amrita Vishwa Vidyapeetham MBA 2025
Pratyush Kamdar
Vendiman ↗Ex-TCS. Purdue University 2009, The Johns Hopkins University 2011
Ankit Kumar
Skye Air ↗Ex-Alternative Global, Co-Founder RE-Rise, Mahindra & Mahindra. Kiit University BTech 2012
Rishi Krishna
Symbionic ↗Ex-Founder Tungstn, Posdol Foods, Chudar · Madras University BE 2015, Stoa MBA 2022
Education networks
98 profiles with education records.
Prior employers
13 profiles with prior-work records.
Profiles cover recorded founders and leaders; contact details remain in Radar.
NEWS INTELLIGENCEHow this industry appears in the news
1,472,604 articles in the measured 12-month window.
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How this industry appears in the news
1,472,604 articles in the measured 12-month window.
News volume trends
Robotics coverage across India · articles per complete quarter
View quarterly article counts
| Quarter | Articles |
|---|---|
| 2021Q2 | 211,686 |
| 2021Q3 | 224,884 |
| 2021Q4 | 197,540 |
| 2022Q1 | 229,061 |
| 2022Q2 | 247,060 |
| 2022Q3 | 277,481 |
| 2022Q4 | 285,069 |
| 2023Q1 | 321,682 |
| 2023Q2 | 292,434 |
| 2023Q3 | 311,691 |
| 2023Q4 | 280,678 |
| 2024Q1 | 308,182 |
| 2024Q2 | 311,278 |
| 2024Q3 | 340,468 |
| 2024Q4 | 354,141 |
| 2025Q1 | 402,205 |
| 2025Q2 | 342,563 |
| 2025Q3 | 458,504 |
| 2025Q4 | 287,629 |
| 2026Q1 | 385,464 |
Article volume measures coverage, not market sales.
Tone of coverage over time
Most-covered companies
Company share of voice
798 recorded company events across 50 companies; percentages use that event total.
Leading coverage topics
Robotics coverage across India · ranked by full-period article count.
Recent and prior counts use the source comparison windows.
Topics gaining and losing attention
Robotics coverage across India
| Keyword | Recent | Prior | Change |
|---|---|---|---|
| tariff negotiations | 11,624 | 5,690 | 104% |
| bilateral trade | 4,610 | 2,438 | 89% |
| trade dispute mechanisms | 4,511 | 2,204 | 105% |
| trade barrier reduction | 4,500 | 2,441 | 84% |
| trade facilitation commitments | 4,332 | 2,201 | 97% |
| countries | 4,193 | 1,860 | 125% |
| free trade deals | 4,078 | 2,430 | 68% |
| multilateral diplomacy | 3,918 | 2,723 | 44% |
| diplomatic strategies | 3,816 | 2,351 | 62% |
| bilateral trade imbalance | 3,282 | 2,047 | 60% |
| odi cricket | 6,045 | 9,669 | -37% |
| limited overs cricket | 5,783 | 9,315 | -38% |
| odi tactics | 5,641 | 8,754 | -36% |
| odi series | 5,266 | 8,332 | -37% |
| odi rankings | 5,014 | 8,075 | -38% |
Event and signal lenses
Robotics coverage across India
Regulatory Risk
1,877,803 classified articlesterritories, disputed islands, test cricket
43.6% critical · 27.7% positiveFunding Momentum
255,675 classified articlespre-ipo valuation, ipo prospectus, ipo pricing
49.2% critical · 47.0% positiveGrowth
533,565 classified articlesgdp growth rate, economic output growth, economic growth statistics
46.9% critical · 50.6% positiveRobotics coverage across India. Topic labels describe recorded classifications and can include broad context.
RESEARCH SIGNALSWhat Robotics research is working on
342 papers in the recorded india scope.
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What Robotics research is working on
342 papers in the recorded india scope.
Research orientation
Contribution mix
Tone counts: 336 positive · 5 neutral · 1 negative.
- Robot9 papers
- Welding8 papers
- Automation6 papers
- Robot welding4 papers
- Robotics4 papers
- Industry 4.02 papers
- Big data2 papers
- Electrogas welding2 papers
Landmark: Review of Implementation of Vision Systems in Robotic Welding
Landmark:
- Robot145 papers
- Welding86 papers
- Robot welding54 papers
- Automation48 papers
- Industrial robot38 papers
- Robotics27 papers
- Robotic arm25 papers
- Kinematics23 papers
Landmark: Human-robot physical interaction and collaboration using an industrial robot with a closed control architecture
Leading institutions
Leading researchers
Highly cited breakthrough-labelled papers
- Human-robot physical interaction and collaboration using an industrial robot with a closed control architecture153 citations
- Vision inspection system for the identification and classification of defects in MIG welding joints73 citations
- An overview on joining/welding as post-processing technique to circumvent the build volume limitation of an FDM-3D printer60 citations
- Extraction of Weld Seam in 3D Point Clouds for Real Time Welding Using 5 DOF Robotic Arm26 citations
- Developing Fuzzy-AHP-Integrated Hybrid MCDM System of COPRAS-ARAS for Solving an Industrial Robot Selection Problem20 citations
Common problems researchers identify
13 papers · 2 recurring themes
Common problems researchers identify · 01Challenges in Robotic Welding
6 papers46.2% of this theme group
Researchers highlight difficulties integrating vision and intelligent control into welding processes for complex materials.
Robot welding (5) · Welding (6) · Mechanical engineering (2) · Electrogas welding (2)
Review of Implementation of Vision Systems in Robotic Welding
An Insight into the Scope of Implementation of Intelligent Welding in Welding of Titanium
View research history
| Year | Share index |
|---|---|
| 2022 | 938.3 |
| 2023 | 884.1 |
| 2024 | 808.0 |
| 2025 | 585.0 |
Common problems researchers identify · 02Industrial Robot Design Issues
4 papers30.8% of this theme group
Studies point to obstacles in designing robot end‑effectors and motion‑control tools for flexible manufacturing.
Robot (4) · Industrial robot (2) · Automation (3) · Robotics (2)
The Significance of Design Study of Industrial Robot and its End Effectors
Rapid Computer-Aided Manufacturing Tools Including Computerized Motion Control
View research history
| Year | Share index |
|---|---|
| 2022 | 1501.3 |
| 2023 | 1585.2 |
| 2024 | 1980.1 |
| 2025 | 1850.7 |
A further 3 papers sit in smaller themes.
Opportunities
253 papers · 5 recurring themes
Opportunities · 01Advances in Automated Welding
80 papers31.6% of this theme group
Papers explore new robot‑based spot and arc welding systems that improve speed and consistency.
Welding (75) · Robot welding (48) · Mechanical engineering (16) · Gas tungsten arc welding (8)
Implementation of Robots in Spot Welding Process
Design and Implementation of Automatic Welding Machine
View research history
| Year | Share index |
|---|---|
| 2022 | 938.3 |
| 2023 | 884.1 |
| 2024 | 808.0 |
| 2025 | 585.0 |
Opportunities · 02Human‑Robot Collaboration in Factories
70 papers27.7% of this theme group
Work focuses on sensor frameworks and low‑cost setups that enable safe, efficient shared work‑cells.
Robot (52) · Industrial robot (22) · Simulation (5) · Automation (16)
A sensor framework for human-robot collaboration in industrial robot work-cell
Industrial robot performance analysis using low cost set- up
View research history
| Year | Share index |
|---|---|
| 2022 | 787.2 |
| 2023 | 715.4 |
| 2024 | 427.7 |
| 2025 | 200.1 |
Opportunities · 03Optimized Robot Trajectory Control
54 papers21.3% of this theme group
Research proposes optimal path planning and machine‑learning controllers to boost positional accuracy.
Control theory (15) · Robot (37) · Trajectory (13) · Selection (7)
Optimal trajectory planning of industrial robot for improving positional accuracy
Machine Learning-Based Robotic Control: A Dual Approach Using Linear and Support Vector Regression
View research history
| Year | Share index |
|---|---|
| 2022 | 274.8 |
| 2023 | 265.7 |
| 2024 | 173.1 |
| 2025 | 283.0 |
Opportunities · 04Intelligent Robotic Arms
33 papers13.0% of this theme group
Studies develop machine‑learning driven arm designs for versatile automation and personal‑robot applications.
Robotic arm (21) · Robot (24) · Automation (12) · Personal robot (3)
An Automated Robotic Arm: A Machine Learning Approach
Review on design and development of intelligent robotic arm
View research history
| Year | Share index |
|---|---|
| 2022 | 75.0 |
| 2023 | 76.3 |
| 2024 | 82.1 |
| 2025 | 96.2 |
Opportunities · 05Precision End‑Effector Modeling
16 papers6.3% of this theme group
Work investigates parameter identification and workspace analysis to refine robot kinematics and performance.
Robot end effector (13) · Workspace (7) · Robot (13) · Jacobian matrix and determinant (2)
Identification of Denavit-Hartenberg Parameters of an Industrial Robot
Design Analysis of an Industrial Robot under Development
View research history
| Year | Share index |
|---|---|
| 2022 | 112.3 |
| 2023 | 107.9 |
| 2024 | 59.2 |
| 2025 | 56.5 |
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 | 57.6% | 37.3% |
| Breakthrough | 22.5% | 26.3% |
| Descriptive | 9.1% | 17.5% |
| Comparative | 6.4% | 3.9% |
| Problem-identifying | 4.4% | 9.6% |
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 |
|---|---|---|---|---|
| Privacy & surveillanceMulti-Application Surveillance Robot for Border and Industrial Security | 1 | 0.32% | 0 (0.0%) | 0.06% |
| Energy & datacenter footprint | 0 | 0.0% | 0 (%) | 0.02% |
| 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% |
| Labour & data work | 0 | 0.0% | 0 (%) | 0.1% |
| Safety & misuse | 0 | 0.0% | 0 (%) | 0.01% |
| Bias & fairness | 0 | 0.0% | 0 (%) | 0.01% |
| Concentration of compute power | 0 | 0.0% | 0 (%) | 0.01% |
Institution and researcher rankings use citations to their covered work. Research scope: India. 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.

Bengaluru
101 companies31.7% across the displayed hubs
23 companies hiring · $116.5M disclosed funding
Explore companies in Bengaluru ↗
Pune
44 companies13.8% across the displayed hubs
11 companies hiring · $66.3M disclosed funding
Explore companies in Pune ↗
Hyderabad
43 companies13.5% across the displayed hubs
15 companies hiring · $25.3M disclosed funding
Explore companies in Hyderabad ↗
Chennai
39 companies12.2% across the displayed hubs
8 companies hiring · $100.8M disclosed funding
Explore companies in Chennai ↗
Mumbai
30 companies9.4% across the displayed hubs
8 companies hiring · $127.6M disclosed funding
Explore companies in Mumbai ↗
Noida
23 companies7.2% across the displayed hubs
5 companies hiring · $94.5M disclosed funding
Explore companies in Noida ↗
Delhi
21 companies6.6% across the displayed hubs
6 companies hiring · $9.8M disclosed funding
Explore companies in Delhi ↗
Gurugram
18 companies5.6% across the displayed hubs
5 companies hiring · $40.9M disclosed funding
Explore companies in Gurugram ↗Robotics in India: 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: 2 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 ↗