Industry landscapes
The companies, capital and talent shaping food and agriculture in Mumbai. Find the leaders. Understand the segments. See where the activity is.
An industry ecosystem,
measured in context.
24 featured companies from the funding, hiring, revenue and team-size leaderboards.
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 ↗
Recently founded means a recorded 2023–2026 founding year and no recorded parent, acquirer or public-company status. These companies are not labelled startups without that separate classification.
Explore classified startups in Radar ↗A few useful ratios bring the size of this ecosystem into perspective.
140 of 1,365 tracked companies have open roles.
177 of 1,365 tracked companies have a recorded round.
Share of disclosed capital received by the three largest recorded recipients.
Midpoint of 382 rounds with a disclosed amount.
Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 51.3% of disclosed capital, while 87.0% of tracked companies have no recorded funding round.
Explore the segments →Recorded company formation and disclosed funding across the complete annual series shown.
Sum of recorded funding rounds · USD
| Year | Funding (USD) | Founded | Raising |
|---|---|---|---|
| 2016 | $124.42M | 55 | 19 |
| 2017 | $93.17M | 62 | 21 |
| 2018 | $59.37M | 64 | 27 |
| 2019 | $1.13B | 73 | 35 |
| 2020 | $37.51M | 86 | 27 |
| 2021 | $100.36M | 76 | 39 |
| 2022 | $95.29M | 46 | 51 |
| 2023 | $146.26M | 46 | 36 |
| 2024 | $63.43M | 35 | 36 |
| 2025 | $83.09M | 14 | 24 |
Share of all disclosed company funding.
415 recorded rounds since 2016
Recorded participation in food and agriculture company rounds since 2016.
Backed by .
Backed by Wipro Consumer Care and Gujarat Venture Finance.
Backed by Ayra Ventures and NSFO and others.
Backed by Ankur Capital and GreenTrunk Ventures and others.
Backed by Aman Gupta.
Backed by Anupam Mittal.
Backed by Danish Sustainable Development Goals Investment Fund and Nexus Venture Partners and others.
Backed by Kotak Mahindra Bank.
Backed by Sofina and Sauce and others.
Backed by True North.
Backed by Artal Asia and Invus.
Backed by DSG Consumer Partners and Samina Vaziralli and others.
Backed by Premji Invest.
Backed by Swiggy and Accel and others.
Backed by Trans Global and RSH Global and others.
Backed by NSFO and Anicut Capital and others.
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 · 465 reporting entities from 585 eligible matches.
Sum of reporting-entity revenue; not Mumbai market sales.
Combined result for the same cohort.
Combined net income ÷ combined revenue.
The middle covered reporting entity.
284 of 465 covered entities.
Share of covered revenue from the five largest entities.
Reported cohort totals by year; coverage is stated for every period.
Bar height shows revenue. Changes in coverage can affect totals.
FY2025 · 465 reporting entities
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 |
|---|---|---|---|---|---|
| Allana ↗U51990MH1973PTC016285 | ₹10,121.9 crore | ₹279.1 crore | +2.8% | — | ₹3,224.1 crore |
| Godrej Agrovet ↗L15410MH1991PLC135359 | ₹7,009.1 crore | ₹502.6 crore | +7.2% | — | ₹4,373.3 crore |
| Sharda Crop Chem ↗L51909MH2004PLC145007 | ₹3,661.1 crore | ₹273.7 crore | +7.5% | — | ₹4,387.3 crore |
| Bisleri ↗U15540MH1984PTC127572 | ₹3,218.2 crore | ₹253.4 crore | +7.9% | — | ₹1,630.9 crore |
| Tilaknagar Industries ↗L15420PN1933PLC133303 | ₹3,174.6 crore | ₹239.4 crore | +7.5% | — | ₹1,229.7 crore |
| Sapphire Foods ↗L55204MH2009PLC197005 | ₹2,451.1 crore | ₹-6.3 crore | -0.3% | — | ₹2,787.3 crore |
| Starbucks ↗U74900MH2011PTC222589 | ₹1,276.6 crore | ₹-135.6 crore | -10.6% | — | ₹1,932.8 crore |
| Travel Food Services ↗L55209MH2007PLC176045 | ₹1,214.2 crore | ₹299.9 crore | +24.7% | — | ₹1,597.1 crore |
Explore full company accounts and filings.
Choose “View accounts” to inspect an available company preview.
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.
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.
How the Mumbai companies on this page show up online: the sites people visit, the apps they install, and how often those apps ship.
17 of the 1,365 companies on this page carry a measured traffic record (1.2%); these are the largest of those, by monthly visits. The median among them is 222,229 visits.
| Company | Monthly visits | Authority | Mobile |
|---|---|---|---|
| burger king indiaburgerking.in | 1,893,401 | 52 | 98.1% |
| OZivaoziva.in | 820,875 | 44 | 96.1% |
| Little Joysourlittlejoys.com | 727,145 | 38 | 97.5% |
| The Whole Truth Foodsthewholetruthfoods.com | 628,503 | 38 | 79.8% |
| SuperYousuperyou.in | 538,820 | 34 | 85.9% |
| Starbucksstarbucks.in | 308,323 | 48 | 79.6% |
| Avvataravvatarindia.com | 280,355 | 51 | 70.2% |
| Foodstoriesfoodstories.shop | 229,984 | 24 | 92.5% |
| TruNativtrunativ.co | 222,229 | 26 | 94.1% |
| Society Teasocietytea.com | 176,285 | 31 | 97.6% |
Visits and authority are third-party web estimates, not company-reported figures.
53 of these companies (3.9%) publish at least one Android app — 85 apps in all, carrying 33.6M installs between them.
| App | Installs | Rating | Store category |
|---|---|---|---|
| Burger King Indiaburger king india | 18.3M | 4.7 | Food & Drink |
| Starbucks IndiaStarbucks | 4M | 3 | Food & Drink |
| Bisleri at DoorstepBisleri | 3.1M | — | Shopping |
| more: grocery deliveryMore | 2.9M | — | Shopping |
| Little Joys: Kids\' Health AppLittle Joys | 1.7M | — | Health & Fitness |
| Living LiquidzLiving Liquidz | 948.9K | — | Business |
| OZivaOZiva | 914.3K | — | Health & Fitness |
| Fast&UpFast&Up | 459.2K | — | Health & Fitness |
| TBSE 2.0 UPGRADEDThe Bar Stock Exchange | 387.6K | — | Food & Drink |
| Cambay Tiger - Seafood & MeatCambay Tiger | 142.1K | — | Food & Drink |
Installs are lifetime totals to date at the June 2026 store reading — a measure of reach, not of people using an app today.
The busiest app inside each of this page’s own segments, with the quarterly release trend behind it (2023Q3–2026Q2).
| Segment | Apps | Installs | Leading app | Release trend |
|---|---|---|---|---|
| Food Service Chains | 11 | 22.9M | Burger King India 18.3M | |
| Food Retailers | 3 | 950.2K | Living Liquidz 948.9K | |
| Crop Inputs | 17 | 153.7K | Godrej Sankalp 35.3K | |
| Restaurants | 5 | 119.7K | Mao Restaurant 111.5K | |
| Animal Feed And Nutrition | 8 | 80.1K | Godrej DrishtiKon 19.5K | |
| Food Processing | 4 | 71.2K | Dwarikesh Kisaan eMittra 70.5K | |
| Food Safety Testing | 5 | 8.5K | FoodShots 4.7K | |
| Food Distributors | 4 | 4K | Allana Processed Food Divison 2.3K |
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.
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. 27 of 85 apps carry a release date. The series ends at 2026Q1, the last quarter that closed before the June 2026 reading.
Explore the segments behind the headline numbers.
Rank segments by scale, hiring or disclosed funding.
Companies can sit in several segments. Counts and funding overlap.
The largest measured segment in this report snapshot.
47 companies hiring · $616.38M disclosed funding
Explore in RadarCommon revenue models; a company can use more than one.
Recorded corporate activity linked to companies in this landscape.
Parle Products, the Mumbai-based maker of Parle-G biscuits, has initiated conversations with at least five investment banks for a potential initial public offering.
Hindustan Unilever’s acquisition of the residual 49% stake in plant-based nutrition brand OZiva, valuing the D2C brand at about ₹1,682 crore.
Mahindra purchasing a controlling interest of 76.06 percent in Pininfarina.
"Burma Burma raised $4 million,"
USV Private Ltd acquired around a 79% stake in nutraceutical firm Wellbeing Nutrition in an all-cash deal valuing the company at ₹1,583 crore in February.
Kacholia has made his latest bet on a smallcap dry fruit company Aelea Commodities, buying over 7.73 lakh shares via a bulk deal on Friday. The deal was valued at Rs 9.3 crore.
In December, the tribunal approved Sakuma Exports Ltd’s acquisition of Kolkata-based Kejriwal Sugar Agencies Pvt Ltd, for which Hindcon Solutions and Kejriwal Sweeteners LLP had also shown interest.
Retailtech startup OneKiraana raised $1.6 million in a Seed round.
Allied Blenders and Distillers announced that its board has approved to enter into shareholders’ agreement with Kion Blenders Industries to acquire a 50% stake from the existing shareholders.
Yes, we do have plans to take Jumbo King public. Our target is to go for an initial public offering (IPO) on or before April 2031.
Top 10 categories among 3,098 recorded events in the 24-month window.
30 companies with recorded IPO activity
Follow-on Offering1 reports
IPO1 reports
IPO · NSE2 reports
IPO · BSE (NSE)2 reports
IPO5 reports
IPO · NSE and BSE34 reports
IPO · BSE and NSE4 reports
IPO · BSE, NSE6 reports
77 tracked people moves
Promotion Co-Founder & COO
Appointment Senior Vice President and Deputy Chief Financial Officer
Death Previously cofounder
Appointment Chief Executive Officer
Appointment Executive Vice President – Mahindra Experiences
Appointment Chief Marketing Officer
Departure marketing director
Marketing Director
Products, platforms and features in the recorded window
Beverage
Refreshers
Enterprise Copilots
Credit Risk Engine
Product
Product
Electric SUV
Vehicle ownership management
34 recorded customer wins
Customer: Agrinas Pangan NusantaraAutomobile
Customer: Koperasi Desa/Kelurahan Merah PutihAutomotive
Customer: Retail
Customer: walmartRetail
Customer: artemis resourcesMining
Customer: MSTC Ltd
2 companies with reported reductions
1,100 rolescost reduction
Scale not stated rolescost reduction
48 recorded events
fined for anti-competitive practicesCompetition Commission of India (CCI)
demand withdrawnIncome Tax Department
tax demand issuedAssistant Commissioner of Income Tax, Circle-4(1), Kolkata
assessment order issuedassistant commissioner of income tax in Kolkata
40 tracked suits
negotiating in bad faithLabor · Filed
Americans with Disabilities Act violationCivil ·
Reported company results in the recorded window.
Median across 753 reported growth observations; companies may contribute multiple periods.
Company-linked deal reports; status is preserved as recorded.
| Acquirer → target | Status | Date | Value / context |
|---|---|---|---|
| Mahindra Tractors→Meru Travel Solutions | Announced | 2026-05-01 | Not stated in snapshot |
| USV→Wellbeing Nutrition ↗ | Announced | 2026-04-21 | Not stated in snapshot |
| hindustan unilever→OZiva ↗ | Announced | 2026-04-21 | Not stated in snapshot |
| Mahindra Tractors→recc | Rumored | 2026-04-15 | Not stated in snapshot |
| Mahindra Tractors→pininfarina | Announced | 2026-04-15 | Not stated in snapshot |
| Mahindra Tractors→sml isuzu | Announced | 2026-04-15 | Not stated in snapshot |
A discussion or rumour is not a completed transaction. An unstated value is not zero.
390 postings in the preceding 12 months. The full 474-posting snapshot covers 71 employers.
3 tracked postings mention remote work.
211 postings specify a level.
Top skills across 474 tracked postings in the available jobs snapshot.
Median across 81 postings with pay data, expressed in USD.
| Company | Employees |
|---|---|
| burger king india ↗ | 8,733 |
| Parle Agro ↗ | 5,784 |
| Parle Products ↗ | 4,290 |
| Speciality Restaurants ↗ | 3,750 |
| Travel Food Services ↗ | 3,402 |
| Future consumer ↗ | 3,000 |
| Hemani Industries ↗ | 3,000 |
| Bisleri ↗ | 2,930 |
961 founders and chief executives across 702 companies.
Ex- Tata Global Beverages, Tata Tea, Org Marg. Ravenshaw College, Cuttack BA 1994, MICA PGDBM 1996
Ex-L&T Finance, BNP Paribas. Sardar Patel Collage Of Engineering BE 1987, IIM Bangalore PGDM 1990
Godrej Agrovet, ex-Chemtura, ex-Biostadt, Chaudhary Sarwan Kumar Himachal Pradesh Krishi Vishwavidyalaya, 1987
Ex - New Chemi Industries, Sumitomo Chemical India. Mumbai University, Northrop University MBA
Ex-Founder RA Organic Foods, Deutsche Bank. IIT Bombay BTech 2009, Indian School of Business MBA 2013
Ex-Unilever, FAASOS · Guru Gobind Singh Indraprastha University BTech 2007, IIM Lucknow PGDM 2009
Ex-Whirlpool India, PepsiCo, Coca Cola India, Siemens. University of Madras BE 1989, Indian Institute of Management, Calcutta 1993
Netafim Agricultural Financing Agency, ex-Infinity Fincorp Solutions, ex-Indusind Bank, Indian Institute of Management, Indore, 2023
Duke University 2001
Co-Founder & MD-Impresario Entertainment Hospitality
Co-Founder AgroStar, ex-Best Buy, PwC India. University of Mumbai BCom, Rochester Institute of Technology MBA 2003
Founder & CEO Hunger, ex-Union Square Hospitality Group, Mahima Hospitality, Citi. St Stephens College Delhi BSc 2002, IIM Kozhikode MBA 2005…
78 profiles with education records.
9 profiles with prior-work records.
Profiles cover recorded founders and leaders; contact details remain in Radar.
12,830 articles in the measured 12-month window.
Food and Agriculture coverage tagged Mumbai · articles per complete quarter
| Quarter | Articles |
|---|---|
| 2021Q2 | 1,906 |
| 2021Q3 | 2,138 |
| 2021Q4 | 2,020 |
| 2022Q1 | 2,210 |
| 2022Q2 | 2,501 |
| 2022Q3 | 2,703 |
| 2022Q4 | 2,690 |
| 2023Q1 | 3,116 |
| 2023Q2 | 3,023 |
| 2023Q3 | 3,150 |
| 2023Q4 | 3,077 |
| 2024Q1 | 3,155 |
| 2024Q2 | 3,776 |
| 2024Q3 | 3,663 |
| 2024Q4 | 4,587 |
| 2025Q1 | 4,405 |
| 2025Q2 | 2,735 |
| 2025Q3 | 3,616 |
| 2025Q4 | 2,916 |
| 2026Q1 | 3,269 |
Article volume measures coverage, not market sales.
6,877 recorded company events across 117 companies; percentages use that event total.
Food and Agriculture coverage tagged Mumbai · ranked by full-period article count.
Recent and prior counts use the source comparison windows.
India comparison coverage
| Keyword | Recent | Prior | Change |
|---|---|---|---|
| tariff structure agriculture | 680 | 435 | 56% |
| master farmer programs | 679 | 399 | 70% |
| youth agriculture programs | 628 | 411 | 53% |
| tariff negotiations | 588 | 282 | 109% |
| agribusiness education | 525 | 357 | 47% |
| trade facilitation commitments | 516 | 166 | 211% |
| commodity export strategies | 516 | 358 | 44% |
| trade barrier reduction | 480 | 201 | 139% |
| agricultural extension outreach | 435 | 217 | 100% |
| crop adaptation research | 425 | 276 | 54% |
| stock performance | 807 | 1,242 | -35% |
| stock indices | 403 | 777 | -48% |
| ipo prospectus | 317 | 556 | -43% |
| pre-ipo valuation | 246 | 464 | -47% |
| ipo | 258 | 456 | -43% |
India comparison coverage
stock performance, stock indices, trade compliance agriculture
46.8% critical · 39.8% positivepre-ipo valuation, ipo prospectus, agricultural venture capital
48.0% critical · 54.6% positiveeconomic output growth, gdp growth rate, economic growth statistics
35.6% critical · 50.3% positiveFood and Agriculture coverage tagged Mumbai. Topic labels describe recorded classifications and can include broad context.
1,113 papers in the recorded india scope.
Tone counts: 1,071 positive · 16 neutral · 26 negative.
Landmark: Unmanned Aerial Vehicles in Smart Agriculture: Applications, Requirements, and Challenges
Landmark: Climate smart agriculture, farm household typologies and food security
Landmark: IOT Based Smart Agriculture System
Common problems researchers identify · 0137.1% of this theme group
Researchers highlight how climate change threatens agricultural productivity and food security in India.
Climate change (29) · Food security (21) · Agriculture (49) · Greenhouse gas (10)
Climate Smart Agriculture Practices in India
Climate-Smart Agriculture: Strategies for Enhancing Productivity, Resilience and Sustainability
| Year | Share index |
|---|---|
| 2022 | 2178.9 |
| 2023 | 2250.8 |
| 2024 | 2192.9 |
| 2025 | 2416.6 |
Common problems researchers identify · 0231.4% of this theme group
Papers discuss technical and adoption hurdles for robotics and precision agriculture technologies.
Agriculture (38) · Precision agriculture (10) · Robot (4) · Robotics (4)
Smart agriculture and nanotechnology: Technology, challenges, and new perspective
Agricultural Robots: The Applications of Robotics in Smart Agriculture: towards More Advanced Agro Informatics Practice
| Year | Share index |
|---|---|
| 2022 | 855.1 |
| 2023 | 884.2 |
| 2024 | 877.7 |
| 2025 | 922.5 |
Common problems researchers identify · 0316.4% of this theme group
Studies examine how profitability, market access, and extension services limit uptake of new farm technologies.
Agriculture (17) · Agricultural economics (5) · Agricultural extension (4) · Marketing (3)
Money Matters: The Role of Yields and Profits in Agricultural Technology Adoption
Affordances and agricultural technology
| Year | Share index |
|---|---|
| 2022 | 734.1 |
| 2023 | 717.3 |
| 2024 | 545.0 |
| 2025 | 307.8 |
Common problems researchers identify · 0415.0% of this theme group
Research points to vulnerabilities and reliability concerns in IoT‑enabled agricultural automation.
Internet of Things (18) · Agriculture (21) · Automation (3) · Computer security (3)
Smart Agriculture: The Future of Agriculture using AI and IoT
An Internet of Things (IoT) Architecture for Smart Agriculture
| Year | Share index |
|---|---|
| 2022 | 949.3 |
| 2023 | 945.6 |
| 2024 | 890.4 |
| 2025 | 802.2 |
Cautions · 0143.5% of this theme group
Authors urge careful evaluation of IoT infrastructure and data management before large‑scale deployment.
Internet of Things (4) · Agriculture (8)
Enabling Technologies in Smart Agriculture: A Way Forward Towards Future Fields
A Comprehensive Study of Using Internet of Things (IOT) in Monitoring System for Smart Agriculture
| Year | Share index |
|---|---|
| 2022 | 524.7 |
| 2023 | 531.1 |
| 2024 | 588.5 |
| 2025 | 562.9 |
Cautions · 0230.4% of this theme group
Works caution that climate‑smart interventions may have unintended effects on weed dynamics and household livelihoods.
Climate change (3) · Agricultural economics (3) · Agriculture (6) · Natural resource economics (2)
Climate smart agriculture, farm household typologies and food security
Climate-smart agriculture practices influence weed density and diversity in cereal-based agri-food systems of western Indo-Gangetic plains
| Year | Share index |
|---|---|
| 2022 | 2476.5 |
| 2023 | 2521.8 |
| 2024 | 2553.2 |
| 2025 | 2497.9 |
Cautions · 0317.4% of this theme group
Analyses warn about over‑promising benefits of emerging agritech without robust evidence of impact.
Agriculture (4)
The orbit of commodified technoscience: innovations in agricultural technology in India
Will Artificial Intelligence be a Performance Booster to Agritech Start-Up?: Empirical Evidence from Emerging Economy
| Year | Share index |
|---|---|
| 2022 | 1875.8 |
| 2023 | 1913.7 |
| 2024 | 1743.1 |
| 2025 | 1853.4 |
A further 2 papers sit in smaller themes.
Opportunities · 0132.8% of this theme group
Opportunities focus on leveraging IoT and cloud platforms to optimize field operations and data analytics.
Internet of Things (160) · Agriculture (170) · Cloud computing (48) · Precision agriculture (48)
IoT Based Smart Agriculture Management System
Smart agriculture system using IoT
| Year | Share index |
|---|---|
| 2022 | 1075.2 |
| 2023 | 1070.3 |
| 2024 | 1072.3 |
| 2025 | 1179.8 |
Opportunities · 0218.4% of this theme group
Papers explore advanced ML models to predict and improve crop yields under variable conditions.
Agriculture (100) · Yield (17) · Crop yield (10) · Agricultural engineering (23)
Development of High-Quality Crops using Optimized Machine Learning in Smart Agriculture Environment
Smart Agriculture Using Advanced Machine Learning Algorithms
| Year | Share index |
|---|---|
| 2022 | 277.9 |
| 2023 | 286.1 |
| 2024 | 302.1 |
| 2025 | 267.3 |
Opportunities · 0315.6% of this theme group
Research highlights sensor networks that monitor energy use and detect anomalies in agricultural settings.
Wireless sensor network (30) · Agriculture (56) · Energy consumption (7) · Intrusion detection system (6)
Modelling a smart agriculture system for multiple cropping using wireless sensor networks
Smart Sensors for Smart Agriculture
| Year | Share index |
|---|---|
| 2022 | 294.4 |
| 2023 | 279.4 |
| 2024 | 195.9 |
| 2025 | 236.8 |
Opportunities · 0412.0% of this theme group
Studies demonstrate convolutional neural networks identifying crop diseases to support timely interventions.
Convolutional neural network (27) · Transfer of learning (10) · Plant disease (12) · Agriculture (47)
Plant Diseases Concept in Smart Agriculture Using Deep Learning
Deep Learning Innovations for Improved Plant Leaf Disease Detection in Smart Agriculture
| Year | Share index |
|---|---|
| 2022 | 61.5 |
| 2023 | 67.8 |
| 2024 | 42.8 |
| 2025 | 65.9 |
Opportunities · 058.6% of this theme group
Works propose integrated approaches to sustain production and reduce greenhouse emissions amid climate change.
Climate change (22) · Food security (18) · Agriculture (52) · Greenhouse gas (7)
Agricultural sustainability under emerging climatic variability: the role of climate-smart agriculture and relevant policies in India
Climate-smart Agriculture, Productivity and Food Security in India
| Year | Share index |
|---|---|
| 2022 | 2178.9 |
| 2023 | 2250.8 |
| 2024 | 2192.9 |
| 2025 | 2416.6 |
Opportunities · 067.3% of this theme group
Research showcases mobile robots performing tasks such as fertilization, monitoring, and weed control.
Robot (37) · Mobile robot (8) · Robotics (6) · Agriculture (35)
Smart Multipurpose Agricultural Robot
Agricultural Robot for Automized Fertilizing and Vigilance for Crops
| Year | Share index |
|---|---|
| 2022 | 827.0 |
| 2023 | 847.9 |
| 2024 | 840.1 |
| 2025 | 849.0 |
Opportunities · 075.4% of this theme group
Analyses assess how new machinery and adoption policies can alleviate poverty and improve nutrition.
Agricultural economics (8) · Agriculture (28) · Agricultural machinery (6) · Agency (4)
Poverty Reduction Effects of Agricultural Technology Adoption: A Micro-evidence from Rural Tanzania
Agricultural technology adoption and child nutrition enhancement: improved maize varieties in rural Ethiopia
| Year | Share index |
|---|---|
| 2022 | 371.8 |
| 2023 | 355.6 |
| 2024 | 340.9 |
| 2025 | 217.8 |
Orientation shares compared with 25,000 papers in the reference sample.
| Research orientation | This field | Reference sample |
|---|---|---|
| Promising | 43.8% | 36.9% |
| Breakthrough | 21.2% | 26.6% |
| Descriptive | 15.6% | 17.8% |
| Problem-identifying | 13.4% | 9.3% |
| Comparative | 3.3% | 4.1% |
| Cautionary | 2.4% | 4.3% |
| Critical | 0.2% | 1.0% |
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 & surveillanceRetraction Notice: Exploring the Role of Security and Privacy in Machine Learning for Smart Agriculture | 24 | 2.32% | 2 (8.3%) | 1.19% |
| Hardware, e-waste & supply chainAn Application Framework for IoTs Enabled Smart Agriculture Waste Recycle Management System | 2 | 0.19% | 0 (0.0%) | 0.04% |
| Energy & datacenter footprint | 0 | 0.0% | 0 (%) | 0.12% |
| Water use | 0 | 0.0% | 0 (%) | 0.0% |
| Carbon & emissions of compute | 0 | 0.0% | 0 (%) | 0.0% |
| Labour & data work | 0 | 0.0% | 0 (%) | 0.21% |
| Safety & misuse | 0 | 0.0% | 0 (%) | 0.0% |
| Bias & fairness | 0 | 0.0% | 0 (%) | 0.04% |
| 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.
Compare demand signals in Mumbai’s newsflow with the food and agriculture categories mapped to each signal.
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.
Signal and mapped-supply percentiles, their gap, and change in the signal’s article share.
Swipe horizontally to compare all columns →
| Signal family | Signal percentile | Supply percentile | Relative gap | Gap (points) | Signal share vs prior year |
|---|---|---|---|---|---|
| Inflation & spending pressure ↗Spending Pressure | 66.7 | 50.0 | +16.7 | +57.5% | |
| E-commerce & quick delivery ↗Channel Shift | 0.0 | 0.0 | +0.0 | -39.8% | |
| Layoffs & income shocks ↗Spending Pressure | 66.7 | 100.0 | -33.3 | +81.8% | |
| Monsoon, drought & crop shocks ↗Environmental Driver | 66.7 | — | No matching category | — | +78.9% |
Showing all 4 signals. Select a family for its history and mapped categories.
All 12 city readings for these demand families in the comparison geography. Mumbai is highlighted.
Each city’s reading is a share of its own coverage. Rows cover all of India for this page's signal families; Mumbai is marked.
Monsoon, drought & crop shocks · Layoffs & income shocks
Monsoon, drought & crop shocks · E-commerce & quick delivery · Layoffs & income shocks
Inflation & spending pressure · Monsoon, drought & crop shocks · Layoffs & income shocks
Monsoon, drought & crop shocks · Layoffs & income shocks
Monsoon, drought & crop shocks · Layoffs & income shocks · Inflation & spending pressure
Monsoon, drought & crop shocks · Inflation & spending pressure · Layoffs & income shocks
Monsoon, drought & crop shocks · Layoffs & income shocks · Inflation & spending pressure
Monsoon, drought & crop shocks · Layoffs & income shocks · Inflation & spending pressure
Monsoon, drought & crop shocks · Layoffs & income shocks
Layoffs & income shocks · Monsoon, drought & crop shocks · E-commerce & quick delivery
Monsoon, drought & crop shocks · Inflation & spending pressure · E-commerce & quick delivery
Monsoon, drought & crop shocks · Layoffs & income shocks
Sustained price pressure can shift spending toward value formats.
Companies can appear in multiple categories; these counts are not a unique-company total.
Mentions per 10,000 articles · zero baseline
| Quarter | Mentions | Per 10,000 articles |
|---|---|---|
| 2024Q3 | 99 | 25.15 |
| 2024Q4 | 187 | 42.36 |
| 2025Q1 | 94 | 20.98 |
| 2025Q2 | 166 | 54.75 |
| 2025Q3 | 239 | 69.2 |
| 2025Q4 | 138 | 43.61 |
| 2026Q1 | 119 | 36.03 |
Online and quick-commerce adoption can migrate spend across channels faster than networks adapt.
Companies can appear in multiple categories; these counts are not a unique-company total.
Mentions per 10,000 articles · zero baseline
| Quarter | Mentions | Per 10,000 articles |
|---|---|---|
| 2024Q3 | 35 | 8.89 |
| 2024Q4 | 47 | 10.65 |
| 2025Q1 | 34 | 7.59 |
| 2025Q2 | 22 | 7.26 |
| 2025Q3 | 25 | 7.24 |
| 2025Q4 | 13 | 4.11 |
| 2026Q1 | 12 | 3.63 |
Layoff cycles can pull discretionary spend back toward value offerings.
Companies can appear in multiple categories; these counts are not a unique-company total.
Mentions per 10,000 articles · zero baseline
| Quarter | Mentions | Per 10,000 articles |
|---|---|---|
| 2024Q3 | 31 | 7.87 |
| 2024Q4 | 24 | 5.44 |
| 2025Q1 | 30 | 6.7 |
| 2025Q2 | 58 | 19.13 |
| 2025Q3 | 52 | 15.06 |
| 2025Q4 | 48 | 15.17 |
| 2026Q1 | 20 | 6.06 |
Weather shocks can pull irrigation, crop-protection and risk tooling demand season by season.
This signal has no matching category in the page’s food and agriculture market map, so no supply percentile or gap is assigned.
Mentions per 10,000 articles · zero baseline
| Quarter | Mentions | Per 10,000 articles |
|---|---|---|
| 2024Q3 | 180 | 45.72 |
| 2024Q4 | 25 | 5.66 |
| 2025Q1 | 5 | 1.12 |
| 2025Q2 | 153 | 50.46 |
| 2025Q3 | 225 | 65.15 |
| 2025Q4 | 43 | 13.59 |
| 2026Q1 | 3 | 0.91 |
Mumbai food and agriculture coverage
Frontiers in Sustainable Food Systems
445 citations in the snapshot
World Development
261 citations in the snapshot
Archives of Agronomy and Soil Science
253 citations in the snapshot
Journal of the Asia Pacific Economy
225 citations in the snapshot
Mumbai coverage of this page's demand families
| Keyword | Recent articles | Prior articles | Share change |
|---|---|---|---|
| precipitation records | 75 | 39 | 143.0% |
| floodplain management | 16 | 9 | 124.6% |
| flood control measures | 17 | 10 | 114.8% |
| geographical weather variations | 61 | 38 | 102.8% |
| rain gauge data | 159 | 102 | 97.0% |
| rainfall accumulation | 226 | 149 | 91.7% |
Share changes describe coverage in the stated comparison periods, not search demand or market size.
Clear definitions for making better comparisons.
It measures the tracked company ecosystem, recorded funding, hiring and other available evidence. It is not a market-size estimate.
No. A company can belong to several segments, so segment counts and funding can overlap.
A dash or unavailable panel means the current reviewed source snapshot does not support that figure.
Company ecosystem snapshot: 30 August 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 ↗