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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 INDIA EDITION 2026

India’s
business process automation industry,
in focus.

The companies, capital and talent shaping business process automation in India. Find the leaders. Understand the segments. See where the activity is.

Explore in Radar Read the key signals
Snapshot: Funding in USD
Illustrated cover for Business Process Automation Industry Landscape of India
IN
COMPANIES · CAPITAL · TALENT

An industry ecosystem,
measured in context.

Business Process Automation illustration
Companies tracked 379Business Process Automation ecosystem in India Disclosed funding $134.24M36 companies · all recorded rounds Companies hiring 35With open roles at the snapshot Tracked open roles 776 employers posted in the preceding 30 days
MEET THE COMPANIES

Explore India’s business process automation leaders

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

Expand panel +
Explore the full landscape
Business Process Automation company highlights in India, snapshot 3 September 2026
Company
Avataaravataar.ai$55.09M—188$117.44KFYFY2025 filing
Newgennewgensoft.com$17.7M—4,250$141.74MFYFY2025 filing
E42e42.ai$10.54M—126$1.03MFYFY2025 filing
Lioblog.lio.io$5.48M—17—
TAStas.in$5.11M—52$1.35MFYFY2025 filing
Samekarsamekar.com$5M———
Idea Deviceideadevice.com$4M——$0FYFY2025 filing
I3 Systemsi3systems.ai$3.97M—26$1.27MFYFY2025 filing
AIonOSaionos.io—6 roles——
EdgeVerve Systemsedgeverve.com—6 roles2,624$428MFYFY2025 filing
AutomatRautomatr.tech—5 roles——
Senzcraft Technologiessenzcraft.com—5 roles6—
XenonStackxenonstack.com—5 roles33Financial figure available in RadarView in Radar
CoreOps.AIcoreops.ai—4 roles——
Aventisiaaventisia.com—3 roles——
Replaice.aireplaice.ai—3 roles——
Alchemystgetalchemystai.com————
Amplygetamply.co————
CogniQuestcogniquest.ai——32—
DMACQ Softwaredmacq.com——93—
Gridworkongrid.com——40Financial figure available in RadarView in Radar
Impactsureimpactsure.com——53—
Melentomelento.ai———Financial figure available in RadarView in Radar
Quixyquixy.com——333Financial figure available in RadarView in Radar
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
THE KEY SIGNALS

Business Process Automation industry KPIs in India

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

3 September 2026
Hiring participation9.2%

35 of 379 tracked companies have open roles.

Funding participation10.6%

40 of 379 tracked companies have a recorded round.

Top 3 funding share62.1%

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

Median disclosed round$379.55K

Midpoint of 69 rounds with a disclosed amount.

Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 62.1% of disclosed capital, while 89.4% of tracked companies have no recorded funding round.

Explore the segments →
CAPITAL & COMPANY FORMATION

How India business process automation 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

India business process automation
$0$16.6M$33.2M$49.79M$66.39M2016: $1.43M20162017: $2.03M20172018: $3.25M20182019: $2.99M20192020: $9.53M20202021: $58.24M20212022: $7.06M20222023: $1.36M20232024: $5.06M20242025: $3.66M2025
View the numbers
Annual business process automation funding and company formation in India
YearFunding (USD)FoundedRaising
2016$1.43M192
2017$2.03M164
2018$3.25M228
2019$2.99M226
2020$9.53M246
2021$58.24M287
2022$7.06M2410
2023$1.36M406
2024$5.06M434
2025$3.66M593
WHERE CAPITAL SITS

Funding concentration

Share of all disclosed company funding.

  • Avataar41.0%
  • Newgen13.2%
  • E427.9%
  • Other companies37.9%

Funding by stage

74 recorded rounds since 2016

NUMBER OF ROUNDS
Seed & Angel67 90.5%
Series A–B5 6.8%
Series C+ / PE0 0.0%
Grants, debt & other2 2.7%

Recent recorded rounds

Latest recorded rounds · USD
4 rounds

Swipe or scroll horizontally to browse.

Seed04/2026
Angoor AI $215.21K

Backed by Uday Sodhi and Tarun Billa and others.

Series A03/2026
Grid $2.43M

Backed by Transition VC and Indian Angel Network and others.

Largest and notable recorded rounds

Each card is one recorded round
10 cards

Swipe or scroll horizontally to browse.

Series A04/2021
E42e42.ai$5.4M

Backed by Pavestone Capital.

Seed09/2021
Lioblog.lio.io$5.07M

Backed by Sequoia Capital and Lightspeed Venture Partners.

THE BUSINESS BEHIND THE ACTIVITY

Revenue, profitability & financial strength

Annual accounts for reporting companies linked to this landscape, on like-for-like currency and reporting bases.

Expand panel +
₹ crore · standalone

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 · 106 reporting entities from 136 eligible matches.

Revenue in covered accounts₹15,164.7 crore

Sum of reporting-entity revenue; not India market sales.

Net profit / loss₹3,993.7 crore

Combined result for the same cohort.

Aggregate net margin+26.3%

Combined net income ÷ combined revenue.

Median company revenue₹1.1 crore

The middle covered reporting entity.

Profitable entities+41.5%

44 of 106 covered entities.

Top-five concentration+96.5%

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 · 106 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.

106 reporting entities
Continue your financial research in Radar

Explore full company accounts and filings.

View financials in Radar ↗
INDIA · INDUSTRY COHORTS

How does business process automation compare?

Each pair uses the same year, currency and reporting basis. Cohort overlap is disclosed.

IndustryCovered / eligibleRevenue totalMedian revenueNet profit / lossAggregate marginProfitable shareOverlap

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.

DIGITAL FOOTPRINT

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

40 of these companies (10.6%) publish at least one Android app — 113 apps in all, carrying 552K installs between them.

AppInstallsRatingStore category
Senpiper One ResourceSenpiper42.7K—Business
Apraava WFMGrid41.1K—Productivity
EFFORT NXTEffort40.5K—Productivity
Genus FrontlineGrid40K—Productivity
Automate TeamAutomate Business38.6K—Business
AmplyAiBorne33.2K—Tools
MySales OTGDronaHQ32.9K—Productivity
Smart Police ERPSenpiper27.7K—Productivity
ENCollect FullertonEnterprise Tiger26.7K—Finance
Grid FrontlineGrid24.9K—Productivity

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 (2024Q1–2026Q2).

SegmentAppsInstallsLeading appRelease trend
Business Process Management Software82532.9KSenpiper One Resource 42.7K
Digital Transaction Management32249.1KApraava WFM 41.1K
Application Development Tools19170.1KMySales OTG 32.9K
Field Force Automation16128.9KGenus Frontline 40K
Big Data Analytics14124.6KGrid Frontline 24.9K
Content Management System (Cms)1594.5KBajaj Finserv Atom 19.1K
Enterprise Information Management1085.1KAmply 33.2K
Banking Tech2644.8KENCollect Fullerton 26.7K

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.

2023Q1: 32023Q1: 12023Q12023Q3: 42023Q3: 32023Q32023Q4: 12023Q4: 02023Q42024Q1: 32024Q1: 12024Q12024Q2: 22024Q2: 102024Q22024Q3: 62024Q3: 12024Q32024Q4: 22024Q4: 92024Q42025Q1: 12025Q1: 62025Q12025Q2: 22025Q2: 42025Q22025Q3: 32025Q3: 82025Q32025Q4: 32025Q4: 92025Q42026Q1: 52026Q1: 62026Q1

Darker bars are new releases, lighter bars apps updated. 70 of 113 apps carry a release date. The series ends at 2026Q1, the last quarter that closed before the June 2026 reading.

INSIDE THE INDUSTRY

The India business process automation market map

Explore the segments behind the headline numbers.

Expand panel +

Where companies are building

Rank segments by scale, hiring or disclosed funding.

Enterprise tech360
Future of work337
Enterprise software330
Saas292
Artificial intelligence65
Deep tech45
Ai as a service35
Generative ai29
Enterprise mobility21
Enterprise content management20
Internal chatbots18
Enterprise document management13

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

SEGMENT TO EXPLORE

Enterprise tech

The largest measured segment in this report snapshot.

360companies
8.9%have hiring activity

32 companies hiring · $132.46M disclosed funding

Explore in Radar

How companies make money

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

Subscription344
Fee-for-service26
E-commerce - service8
Advertising6
Commission on transaction4
E-commerce - product4
Licensing3
Lending1
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 7 dated reports
Funding roundsnudgebee.com ↗

NudgeBee has raised $3 million in a seed funding round led by Kalaari Capital, with participation from technology founders.

Funding roundsworkongrid.com ↗

AI infrastructure startup WorkOnGrid raised $2.41 million.

Funding roundsrocketai.net ↗

ET reported on Tuesday about Surat-based Rocket AI's $15 million fundraise, another company which enables software creation through natural language prompts.

IPO activitynewgensoft.com ↗

Newgen’s IPO of New Delhi was opened between January 16, 18 and subscribed to 8.25 times.

Mergers & acquisitionstas.in ↗

The transaction closed June 1.

New productsimpactsure.com ↗

Impactsure Technologies, a leading global provider of AI-driven solutions for banking and financial services, today announced the launch of SureMatch, its next-generation Agentic AI platform for Global Trade, at the Global Fintech Festival (GFF) 2025 being held in Mumbai from October 7–9.

Full recorded event mix

Top 9 categories among 83 recorded events in the 24-month window.

Contracts
36
Earnings
28
Funding rounds
10
New products
4
Lawsuit
1
Capital infusions
1
IPO activity
1
Company announcements
1
Mergers & acquisitions
1
3 activity cards

Swipe or scroll horizontally to browse.

IPO pipeline

1 companies with recorded IPO activity

Newgen ↗

IPO · Bombay Stock Exchange1 reports

Product launches

Products, platforms and features in the recorded window

Impactsure ↗
SureMatch

Agentic AI platform for Global Trade

Contract wins

22 recorded customer wins

Newgen ↗

Customer: Financial Technology

Newgen ↗

Customer: leading public sector bank in Saudi Arabia

Earnings pulse

Reported company results in the recorded window.

2companies
30period observations
16.4%median reported growth

Median across 30 reported growth observations; companies may contribute multiple periods.

Mergers and acquisitions

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

Acquirer → targetStatusDateValue / context
servicenow→Intellibot ↗Announced2025-07-25Not stated in snapshot
Michel Boucher and Nicolaas Loerakkerx→TAS ↗Completed2025-06-25Not stated in snapshot
Go-Jek→CodeIgnition ↗Announced2024-02-19Not stated in snapshot
Option3→onclaveAnnounced2024-01-26Not stated in snapshot
TAS→experteqAnnounced2023-12-14Not stated in snapshot
Marathon Edge India Fund I→Newgen ↗Completed2023-10-27Not stated in snapshot

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

PEOPLE & OPPORTUNITY

The talent market

152 postings in the preceding 12 months. The full 234-posting snapshot covers 37 employers.

Expand panel +

Most advertised job titles

Digital Marketing Executive4
Enterprise Sales Director4
Associate Data Engineer Get3
Sr. Data Analyst3
Full Stack Engineer(Angular + Node Js)3
Solution Architect Site Reliability Engineer Azure3
3 internship postings

2 tracked postings mention remote work.

The seniority mix

117 postings specify a level.

unspecified
117
senior
37
lead
34
manager
23
entry
13
intern
10

Skills employers mention

Top skills across 234 tracked postings in the available jobs snapshot.

Python
45
Javascript
39
Analytical
30
Consulting
27
Sql
21
Html
15
Machine Learning
15
Aws
15
Java
14
Linux
12
ADVERTISED PAY$2.4K/ year

Median across 79 postings with pay data, expressed in USD.

THE PEOPLE BUILDING THE FIELD

Founders and leaders

351 founders and chief executives across 216 companies.

Expand panel +
12 profiles

Swipe or scroll horizontally to browse.

Education networks

71 profiles with education records.

IIT Bombay
12
BITS Pilani
8
IIT Kharagpur
7
IIT Delhi
7
IIM Bangalore
5
IIT Roorkee
3
Indian School of Business
3
Anna University
3

Prior employers

20 profiles with prior-work records.

Microsoft
7
Google
4
Freshworks
3
Intel
2
Goldman Sachs
2
Amazon
2
Cisco
1
McKinsey
1

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

NEWS INTELLIGENCE

How this industry appears in the news

1,405,651 articles in the measured 12-month window.

Expand panel +
1,405,651articles in the measured year
368,033articles in 2026Q1
60.7%positive tone in the latest complete year

News volume trends

Business Process Automation coverage across India · articles per complete quarter

0127,418254,836382,254509,6722021Q2: 199,2072021Q22021Q3: 212,6152021Q4: 184,6302022Q1: 217,3242022Q2: 229,1292022Q22022Q3: 264,3742022Q4: 271,8752023Q1: 307,5842023Q2: 273,1682023Q22023Q3: 300,6662023Q4: 269,4852024Q1: 291,1862024Q2: 292,5282024Q22024Q3: 324,6392024Q4: 338,5602025Q1: 386,0412025Q2: 325,6522025Q22025Q3: 443,1932025Q4: 276,3172026Q1: 368,0332026Q1
View quarterly article counts
QuarterArticles
2021Q2199,207
2021Q3212,615
2021Q4184,630
2022Q1217,324
2022Q2229,129
2022Q3264,374
2022Q4271,875
2023Q1307,584
2023Q2273,168
2023Q3300,666
2023Q4269,485
2024Q1291,186
2024Q2292,528
2024Q3324,639
2024Q4338,560
2025Q1386,041
2025Q2325,652
2025Q3443,193
2025Q4276,317
2026Q1368,033

Article volume measures coverage, not market sales.

Tone of coverage over time

2021
383,266 positive · 44,245 neutral · 204,899 negative
2022
614,304 positive · 70,565 neutral · 296,333 negative
2023
753,589 positive · 82,688 neutral · 313,109 negative
2024
813,430 positive · 120,876 neutral · 310,873 negative
2025
867,591 positive · 175,802 neutral · 385,613 negative

Leading coverage topics

Business Process Automation coverage across India · ranked by full-period article count.

Geopolitical Disputes And Contested Areas299,937 articles in the full recorded period
108,119 recent · 81,398 prior
International And Transnational Geographic Entities299,917 articles in the full recorded period
108,111 recent · 81,397 prior
Administrative And Political Subdivisions299,861 articles in the full recorded period
108,088 recent · 81,386 prior
International Sports Competitions110,407 articles in the full recorded period
26,929 recent · 26,677 prior
International Political Relations73,090 articles in the full recorded period
22,917 recent · 15,330 prior
New Product Launches And Innovations59,101 articles in the full recorded period
17,831 recent · 13,780 prior
Cricket Test Matches54,495 articles in the full recorded period
13,464 recent · 11,872 prior
Political Party Dynamics54,181 articles in the full recorded period
11,755 recent · 11,275 prior
Strategic Partnerships And Collaborations51,075 articles in the full recorded period
15,772 recent · 11,609 prior
Trade Policies And Agreements46,820 articles in the full recorded period
22,785 recent · 11,693 prior

Recent and prior counts use the source comparison windows.

Topics gaining and losing attention

Business Process Automation coverage across India

KeywordRecentPriorChange
tariff negotiations11,6205,685104%
bilateral trade4,6102,43889%
trade dispute mechanisms4,5132,204105%
trade barrier reduction4,4962,44084%
trade facilitation commitments4,3282,20197%
countries4,1931,860125%
free trade deals4,0792,43068%
multilateral diplomacy3,9172,72344%
diplomatic strategies3,8162,35062%
bilateral trade imbalance3,2812,04660%
odi cricket6,0389,663-38%
limited overs cricket5,7779,313-38%
odi tactics5,6328,752-36%
odi series5,2568,327-37%
odi tournaments5,0328,072-38%

Event and signal lenses

Business Process Automation coverage across India

All complete annual cohorts shown
Rising

Regulatory Risk

1,806,716 classified articles

territories, disputed islands, test cricket

43.6% critical · 27.5% positive
Rising

Funding Momentum

237,727 classified articles

pre-ipo valuation, ipo prospectus, ipo pricing

49.1% critical · 47.0% positive
Rising

Growth

518,638 classified articles

gdp growth rate, economic output growth, economic growth statistics

46.9% critical · 50.8% positive

Business Process Automation coverage across India. Topic labels describe recorded classifications and can include broad context.

RESEARCH SIGNALS

What Business Process Automation research is working on

2,206 papers in the recorded india scope.

Expand panel +
2,206papers
53,405worldwide comparison pool
2,206India-affiliated papers

Research orientation

Promising
827
Breakthrough
764
Descriptive
255
Problem-identifying
193
Comparative
106
Cautionary
50
Critical
11

Contribution mix

Methods-led
1,262
Reviews
478
Empirical
304
Position pieces
146
Theoretical
16

Tone counts: 2,174 positive · 17 neutral · 15 negative.

Common problems researchers identify
204 papers · 9.2% of this field
  • Robotics126 papers
  • Robot64 papers
  • Automation27 papers
  • Health care21 papers
  • Applications of artificial intelligence15 papers
  • Transformative learning13 papers
  • Soft robotics10 papers
  • Sustainability9 papers

Landmark: A Review of Machine Learning and Deep Learning Applications

Cautions
50 papers · 2.3% of this field
  • Robotics31 papers
  • Robot11 papers
  • Applications of artificial intelligence8 papers
  • Automation7 papers
  • Health care5 papers
  • Reinforcement learning5 papers
  • Range3 papers
  • Transformative learning3 papers

Landmark: A systematic review on metaheuristic approaches for autonomous path planning of unmanned aerial vehicles

Opportunities
1,591 papers · 72.1% of this field
  • Robot511 papers
  • Robotics465 papers
  • Motion planning309 papers
  • Path206 papers
  • Automation154 papers
  • Reinforcement learning149 papers
  • Mobile robot123 papers
  • Obstacle84 papers

Landmark: Learning quadrupedal locomotion over challenging terrain

Leading institutions

Centre for Artificial Intelligence and Robotics
1,712
National Institute of Technology Rourkela
1,507
Narsee Monjee Institute of Management Studies
1,167
Thapar Institute of Engineering & Technology
978
Manav Rachna International Institute of Research and Studies
936
Defence Research and Development Canada
921

Leading researchers

Joonho Lee
1,684
Jemin Hwangbo
1,684
Lorenz Wellhausen
1,684
Vladlen Koltun
1,684
Dayal R. Parhi
1,506
B. K. Patle
1,321
Anish Pandey
1,269
A. Jagadeesh
1,049

Highly cited breakthrough-labelled papers

  • Learning quadrupedal locomotion over challenging terrain991 citations
  • Learning robust perceptive locomotion for quadrupedal robots in the wild693 citations
  • Application of Deep Learning for Object Detection500 citations
  • A Deterministic Improved Q-Learning for Path Planning of a Mobile Robot269 citations
  • High‐Performance Hydrogel Sensors Enabled Multimodal and Accurate Human–Machine Interaction System for Active Rehabilitation223 citations

Common problems researchers identify

177 papers · 4 recurring themes
4 cards

Swipe or scroll horizontally to browse.

Industrial Robotics Safety GapsCommon problems researchers identify · 01

Industrial Robotics Safety Gaps

71 papers

40.1% of this theme group

Researchers highlight safety and human‑centric challenges in collaborative manufacturing robots.

Robotics (68) · Robot (34) · Manufacturing engineering (9) · Automation (15)

Advancements in AI-enhanced collaborative robotics: towards safer, smarter, and human-centric industrial automation

Advances in robotics technologies and implementations

View research history
YearShare index
2022151.8
2023152.0
2024158.1
2025172.8
Multi‑Robot Navigation IssuesCommon problems researchers identify · 02

Multi‑Robot Navigation Issues

55 papers

31.1% of this theme group

Studies point to difficulties in indoor localization and motion planning for multiple robots.

Robot (23) · Hospitality (5) · Robotics (25) · Motion planning (5)

Multiple-Robot Simultaneous Localization and Mapping: A Review

Advancing indoor positioning systems: innovations, challenges, and applications in mobile robotics

View research history
YearShare index
2022169.2
2023177.0
2024190.8
2025197.3
AI Adoption Barriers in Agriculture and HealthCommon problems researchers identify · 03

AI Adoption Barriers in Agriculture and Health

35 papers

19.8% of this theme group

Papers discuss obstacles to applying artificial intelligence in sustainable farming and healthcare.

Applications of artificial intelligence (12) · Sustainable agriculture (2) · Posthuman (2) · Modalities (2)

Artificial Intelligence and Agriculture: A Review

Artificial Intelligence in healthcare: Embracing the future

View research history
YearShare index
202213.2
202317.0
202423.9
202551.5
Soft‑Robotics Material LimitationsCommon problems researchers identify · 04

Soft‑Robotics Material Limitations

16 papers

9.0% of this theme group

Authors note constraints in adaptability and material performance for soft grippers and manipulators.

Soft robotics (10) · Soft materials (5) · Grippers (3) · Adaptability (3)

Soft Manipulators and Grippers: A Review

Shape Morphable Soft Machines and Systems Enabled by Responsive Advanced Materials

View research history
YearShare index
202264.3
202364.3
202469.3
202561.7

Cautions

43 papers · 4 recurring themes
4 cards

Swipe or scroll horizontally to browse.

AI Integration Risks in Clinical RoboticsCautions · 01

AI Integration Risks in Clinical Robotics

19 papers

44.2% of this theme group

Works caution about reliability and ethical concerns when applying AI to medical robotics.

Applications of artificial intelligence (7) · Robotics (11) · Transformative learning (3) · Arthroplasty (2)

Exploring Artificial Intelligence for Enhanced Endodontic Practice: Applications, Challenges, and Future Directions

Artificial Intelligence and Machine Learning Applications

View research history
YearShare index
202228.7
202340.5
202462.0
2025102.7
Automation vs. Human Touch in ServicesCautions · 02

Automation vs. Human Touch in Services

13 papers

30.2% of this theme group

Research warns of balance issues between robotic automation and human interaction in service sectors.

Robotics (13) · Robot (6) · Automation (3) · Service (2)

Exploring the Role of Robotics in Maritime Technology: Innovations, Challenges, and Future Prospects

Exploring the Balance of Automation and Human Touch: A Literature Review on AI and Robotics Adoption in the Hospitality Industry

View research history
YearShare index
2022132.2
2023132.5
2024131.2
2025161.9
IoT and Humanoid Deployment ChallengesCautions · 03

IoT and Humanoid Deployment Challenges

6 papers

14.0% of this theme group

Studies highlight security, latency, and trust problems for IoT‑enabled humanoid assistants.

Internet of Things (2) · Humanoid robot (2) · Robot (2) · Robotics (2)

Fog Cloud Computing and IoT Integration for AI enabled Autonomous Systems in Robotics

Enhancing Human-Machine Interaction: A Study on Deployment of LLM and Gen AI Hybrid Models in Responsible Humanoids for Human Assistance

View research history
YearShare index
202285.4
202379.9
202488.7
202589.1
Path‑Planning Algorithm ComplexityCautions · 04

Path‑Planning Algorithm Complexity

5 papers

11.6% of this theme group

Authors raise concerns over computational load and robustness of meta‑heuristic planning methods.

Path (3) · Motion planning (3)

A systematic review on metaheuristic approaches for autonomous path planning of unmanned aerial vehicles

Obstacle Detection in Path Planning for Unmanned Aerial Vehicles based on YOLO

View research history
YearShare index
2022159.4
2023167.7
2024181.0
2025187.1

Opportunities

1,498 papers · 7 recurring themes
7 cards

Swipe or scroll horizontally to browse.

Advanced Kinematics for Humanoid RobotsOpportunities · 01

Advanced Kinematics for Humanoid Robots

303 papers

20.2% of this theme group

Opportunities focus on improving motion control and arm manipulation using modern algorithms.

Robot (134) · Humanoid robot (40) · Robotics (98) · Kinematics (30)

Gesture Dependable Robotics ARM Movement: ROS and Machine Learning Perspective

Motion control of modular reconfigurable robotic arms based on improved RRT algorithm

View research history
YearShare index
2022388.8
2023359.1
2024315.0
2025355.2
Efficient Drone Trajectory DesignOpportunities · 02

Efficient Drone Trajectory Design

247 papers

16.5% of this theme group

Research promotes hybrid planning techniques to enhance UAV navigation and obstacle avoidance.

Motion planning (155) · Path (113) · Trajectory (45) · Drone (35)

Unmanned aerial vehicle path planning with hybrid motion algorithm for obstacle avoidance

A Hybrid Path Planning Technique for the Time-Efficient Navigation of Unmanned Vehicles in an Unconstrained Environment

View research history
YearShare index
2022294.5
2023296.0
2024267.0
2025320.8
Robotics Automation in HealthcareOpportunities · 03

Robotics Automation in Healthcare

230 papers

15.4% of this theme group

Papers explore robotic solutions for precision surgery, rehabilitation, and patient care.

Robotics (191) · Robot (112) · Health care (32) · Automation (55)

Innovations in Robotics and Automation to Improve Efficiency and Precision in Healthcare Delivery and Rehabilitation Systems

Robotics and AI Integration for Automated Surgical Procedures

View research history
YearShare index
2022270.1
2023270.7
2024274.6
2025299.2
Robotic Precision AgricultureOpportunities · 04

Robotic Precision Agriculture

226 papers

15.1% of this theme group

Studies present robotic systems for automated farming, targeting sustainability and yield improvement.

Robot (132) · Robotics (86) · Precision agriculture (21) · Agriculture (21)

Smart Farming: Harnessing Robotics and Automation for Sustainable Agricultural Practices

Intelligent Robot for Automated Farming Tasks

View research history
YearShare index
202265.0
202374.8
202481.8
202586.9
Machine‑Learning‑Driven PerceptionOpportunities · 05

Machine‑Learning‑Driven Perception

220 papers

14.7% of this theme group

Works highlight CNN and SVM applications for intelligent navigation and environment understanding.

Convolutional neural network (27) · Support vector machine (14) · Personalized learning (8) · Transformative learning (15)

Implementing Machine Learning for AI-Powered Solutions in Robotics, Computer Vision, and Natural Language Processing

Machine Learning and Artificial Intelligence for Intelligent Navigation, Real-Time Environmental Understanding, and Scalable Autonomous Vehi

View research history
YearShare index
2022761.7
2023707.5
2024451.8
2025556.9
Optimized Mobile Robot Path PlanningOpportunities · 06

Optimized Mobile Robot Path Planning

154 papers

10.3% of this theme group

Research advances multi‑objective and reinforcement‑learning methods for efficient robot coverage.

Motion planning (120) · Mobile robot (70) · Path (84) · Robot (100)

Multi-objective optimization approach for coverage path planning of mobile robot

Dynamic Path Planning Algorithm for Mobile Robots: Leveraging Reinforcement Learning for Efficient Navigation

View research history
YearShare index
2022420.9
2023432.8
2024461.6
2025344.3
Reinforcement Learning for Robot MotionOpportunities · 07

Reinforcement Learning for Robot Motion

118 papers

7.9% of this theme group

Papers demonstrate deep reinforcement strategies to improve autonomous robot navigation and learning.

Reinforcement learning (105) · Robot (44) · Motion planning (30) · Robot learning (7)

Path Optimization of Autonomous Mobile Robot using Deep Reinforcement Learning

Reinforcement Learning in Cognitive Robots for Autonomous Path Planning

View research history
YearShare index
2022321.2
2023337.4
2024300.8
2025402.6

How this field compares with the research baseline

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

Research orientationThis fieldReference sample
Promising37.5%37.4%
Breakthrough34.6%26.4%
Descriptive11.6%17.3%
Problem-identifying8.7%9.6%
Comparative4.8%3.9%
Cautionary2.3%4.4%
Critical0.5%1.0%

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
Privacy & surveillanceAI-Powered Smart Healthcare System200.98%2 (10.0%)0.37%
Hardware, e-waste & supply chainIntelligent Robotics for Sorting Clothing and Textile Waste Using Cloud-Integrated Recycling Systems and CNN40.2%0 (0.0%)0.05%
Safety & misuseIntent-driven LLM ensemble planning for flexible multi-robot manipulation20.1%0 (0.0%)0.16%
Energy & datacenter footprint00.0%0 (%)0.05%
Water use00.0%0 (%)0.0%
Carbon & emissions of compute00.0%0 (%)0.01%
Labour & data work00.0%0 (%)0.06%
Bias & fairness00.0%0 (%)0.06%
Concentration of compute power00.0%0 (%)0.01%

Research orientation and citation rankings describe the covered collection. Its recorded publication dates do not support an overall publication-volume trend.

Institution and researcher rankings use citations to their covered work. Research scope: India. This may be broader than the company geography.

INNOVATION SIGNALS

Who files Business Process Automation patents in India

Published patent filings in the recorded source window.

Expand panel +
985filings 2016–2025
1,321assignees
156peak annual filings

Filing momentum

045901351792016: 3720162017: 562018: 7420182019: 822020: 10320202021: 1562022: 13020222023: 1052024: 11920242025: 1232025

Who files the most

TCS
341
Honeywell INT
60
GEN Electric
46
Siemens
35
Wipro
33
GREY Orange PTE
21
Robert Bosch
20
Gupta Akash
17
DEMAND, SUPPLY & PLACE

Where demand signals run ahead of mapped supply — India

Compare demand signals in India’s newsflow with the business process automation categories mapped to each signal.

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HOW TO READ THE GAP

Signal percentile − supply percentile = gap in percentile points. Positive gaps highlight questions to investigate. A high signal can reflect spending pressure or access friction, as well as potential demand.

The comparison is relative to the signal families on this page. A supply percentile of zero means the lowest relative reading, not zero companies. It is a prioritisation clue, not measured market size or unmet demand.

COMPARISON PERIOD2025-05-01 to 2026-05-01Against 2024-05-01 to 2025-05-01Explore the signals ↓

The opportunity, in one view

Signal and mapped-supply percentiles, their gap, and change in the signal’s article share.

Swipe horizontally to compare all columns →

5 India demand signals compared with mapped business process automation supply
Signal familySignal percentileSupply percentileRelative gapGap (points)Signal share vs prior year
Cloud & platform build-out ↗Infrastructure Shift75.00.0+75.0+154.0%
Tech workforce shifts ↗Spending Pressure62.550.0+12.5+99.3%
Open-source momentum ↗Ecosystem Signal25.0100.0-75.0+129.0%
Security incidents & breaches ↗Risk Pressure12.5—No matching category—+54.2%
Data & privacy regulation ↗Compliance Pressure75.0—No matching category—+177.7%

Showing all 5 signals. Select a family for its history and mapped categories.

Where the signals are loudest

All 12 city readings for these demand families in the comparison geography. India is highlighted.

Mentions per 10,000 articles

Each city’s reading is a share of its own coverage.

Chungcheongbuk-Do129.5

Data & privacy regulation · Tech workforce shifts · Security incidents & breaches

Andhra Pradesh62.9

Cloud & platform build-out · Data & privacy regulation · Tech workforce shifts

Karnataka53.8

Tech workforce shifts · Open-source momentum · Cloud & platform build-out

Telangana24.1

Tech workforce shifts · Cloud & platform build-out · Data & privacy regulation

Maharashtra22.8

Tech workforce shifts · Cloud & platform build-out · Data & privacy regulation

Manipur19.2

Tech workforce shifts · Security incidents & breaches

Delhi18.9

Tech workforce shifts · Security incidents & breaches · Data & privacy regulation

Tamil Nadu18.3

Tech workforce shifts · Cloud & platform build-out · Data & privacy regulation

Gujarat16.2

Tech workforce shifts · Cloud & platform build-out · Security incidents & breaches

England8.3

Security incidents & breaches · Tech workforce shifts · Cloud & platform build-out

Ladakh7.9

Security incidents & breaches · Open-source momentum · Tech workforce shifts

Arizona6.7

Data & privacy regulation · Cloud & platform build-out · Open-source momentum

Inside the leading signals

Open any signal for its quarterly history
INFRASTRUCTURE SHIFTCloud & platform build-out+75.0percentile-point gap
THE OPERATING HYPOTHESIS

Cloud and platform build-out can multiply the pipelines and environments a team must manage.

4.55mentions per 10,000 articles+154.0%share change vs prior year

Mapped business process automation categories

  • Saas292
  • Enterprise Mobility21

Companies can appear in multiple categories; these counts are not a unique-company total.

Quarterly share of India coverage

Mentions per 10,000 articles · zero baseline

024792024Q3: 12024Q32024Q4: 12024Q42025Q1: 22025Q12025Q2: 12025Q22025Q3: 22025Q32025Q4: 72025Q42026Q1: 52026Q1
View quarterly signal counts
Cloud & platform build-out in India coverage
QuarterMentionsPer 10,000 articles
2024Q3641.25
2024Q41011.99
2025Q11082.3
2025Q2741.96
2025Q31042.16
2025Q42907.8
2026Q12475.23

Where this signal concentrates in the comparison geography

Andhra Pradesh49.0 / 10,000
Karnataka8.2 / 10,000
Telangana7.0 / 10,000
SPENDING PRESSURETech workforce shifts+12.5percentile-point gap
THE OPERATING HYPOTHESIS

Hiring, visa and layoff cycles can resize teams — per-seat budgets tend to follow.

10.98mentions per 10,000 articles+99.3%share change vs prior year

Mapped business process automation categories

  • Future Of Work337

Companies can appear in multiple categories; these counts are not a unique-company total.

Quarterly share of India coverage

Mentions per 10,000 articles · zero baseline

04812162024Q3: 42024Q32024Q4: 42024Q42025Q1: 62025Q12025Q2: 82025Q22025Q3: 132025Q32025Q4: 92025Q42026Q1: 72026Q1
View quarterly signal counts
Tech workforce shifts in India coverage
QuarterMentionsPer 10,000 articles
2024Q32514.92
2024Q42354.64
2025Q13126.65
2025Q23088.17
2025Q366713.83
2025Q43579.6
2026Q13677.78

Where this signal concentrates in the comparison geography

Karnataka24.5 / 10,000
Maharashtra11.9 / 10,000
ECOSYSTEM SIGNALOpen-source momentum-75.0percentile-point gap
THE OPERATING HYPOTHESIS

Open-source momentum can seed the commercial layer around the projects teams adopt.

1.83mentions per 10,000 articles+129.0%share change vs prior year

Mapped business process automation categories

  • Enterprise Software330
  • Deep Tech45

Companies can appear in multiple categories; these counts are not a unique-company total.

Quarterly share of India coverage

Mentions per 10,000 articles · zero baseline

012342024Q3: 02024Q32024Q4: 02024Q42025Q1: 12025Q12025Q2: 12025Q22025Q3: 12025Q32025Q4: 12025Q42026Q1: 32026Q1
View quarterly signal counts
Open-source momentum in India coverage
QuarterMentionsPer 10,000 articles
2024Q3250.49
2024Q4350.69
2025Q1641.36
2025Q2381.01
2025Q3521.08
2025Q4561.51
2026Q11533.24

Where this signal concentrates in the comparison geography

Karnataka13.5 / 10,000
RISK PRESSURESecurity incidents & breaches—supply not mapped
THE OPERATING HYPOTHESIS

Breach pressure can push security into every buying decision.

2.85mentions per 10,000 articles+54.2%share change vs prior year

Mapped business process automation categories

This signal has no matching category in the page’s business process automation market map, so no supply percentile or gap is assigned.

Quarterly share of India coverage

Mentions per 10,000 articles · zero baseline

012342024Q3: 12024Q32024Q4: 12024Q42025Q1: 22025Q12025Q2: 32025Q22025Q3: 22025Q32025Q4: 32025Q42026Q1: 12026Q1
View quarterly signal counts
Security incidents & breaches in India coverage
QuarterMentionsPer 10,000 articles
2024Q3991.94
2024Q4991.95
2025Q1982.09
2025Q21303.45
2025Q31102.28
2025Q41343.6
2026Q1891.89

Where this signal concentrates in the comparison geography

Delhi4.7 / 10,000
Karnataka4.7 / 10,000
COMPLIANCE PRESSUREData & privacy regulation—supply not mapped
THE OPERATING HYPOTHESIS

Privacy rules can land as engineering requirements — consent, data handling and audit tooling follow.

4.29mentions per 10,000 articles+177.7%share change vs prior year

Mapped business process automation categories

This signal has no matching category in the page’s business process automation market map, so no supply percentile or gap is assigned.

Quarterly share of India coverage

Mentions per 10,000 articles · zero baseline

024572024Q3: 12024Q32024Q4: 12024Q42025Q1: 22025Q12025Q2: 22025Q22025Q3: 22025Q32025Q4: 62025Q42026Q1: 52026Q1
View quarterly signal counts
Data & privacy regulation in India coverage
QuarterMentionsPer 10,000 articles
2024Q3531.04
2024Q4801.58
2025Q11192.54
2025Q2782.07
2025Q31092.26
2025Q42276.1
2026Q12705.72

Where this signal concentrates in the comparison geography

Chungcheongbuk-Do111.3 / 10,000
Andhra Pradesh9.5 / 10,000
RESEARCH & CHANGING CONVERSATIONS

Related research and changing coverage

India business process automation coverage

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RESEARCH CONTEXT · 2018

Quality Certification and the Economics of Contract Software Development: A Study of the Indian Software Industry

Research Showcase @ Carnegie Mellon University (Carnegie Mellon University)

8 citations in the snapshot

RESEARCH CONTEXT · 2017

An exploratory study on perception of Indian crowd towards crowdsourcing software development

6 citations in the snapshot

What is growing in this coverage

India coverage of this page's demand families

KeywordRecent articlesPrior articlesShare change
green data centers6925209.1%
vulnerability intelligence5625150.8%
cloud infrastructure297133150.1%
ai research17992117.9%
cybersecurity incident684281.3%

Share changes describe coverage in the stated comparison periods, not search demand or market size.

GEOGRAPHIC FOOTPRINT

Where companies are based

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

Expand panel +
8 cards

Swipe or scroll horizontally to browse.

UNDERSTAND THE LANDSCAPE

Business Process Automation 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.

KEEP EXPLORING

Put India in context

All landscapes ↗

Company ecosystem snapshot: 3 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 ↗
Coming soon