Industry landscapes
Industry report

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

Exchange-rate basis

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

THE AHMEDABAD EDITION 2026

Ahmedabad’s
industrial goods and manufacturing industry,
in focus.

The companies, capital and talent shaping industrial goods and manufacturing in Ahmedabad. Find the leaders. Understand the segments. See where the activity is.

Snapshot: Funding in USD
Illustrated cover for Industrial Goods and Manufacturing Landscape of Ahmedabad
IN
COMPANIES · CAPITAL · TALENT

An industry ecosystem,
measured in context.

Industrial Goods and Manufacturing illustration
MEET THE COMPANIES

Explore Ahmedabad’s industrial goods and manufacturing leaders

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

Expand panel +
Industrial Goods and Manufacturing company highlights in Ahmedabad, snapshot 2 September 2026
Company
Ecolibriumecolibrium.io$19.58M66
Magmamagmagroup.in$13.22M13
Boxer Indiaboxerindia.com$10M
Nandan Denimnandandenim.com$7.53M165$371.17MFYFY2025 filing
Shah Foilsshahfoils.com$1.93M
Vishal Fabricsvishalfabricsltd.com$1.37M132$159.05MFYFY2025 filing
Gridbotsgridbots.com$1.19M8
SourceProsourcepro.co.in$961.08K63
Proclinkproclink.com5 roles
Multispan Control Instrumentsmultispanindia.com4 roles132
Asia Bulk Sacksasiabulksacks.com3 roles
Harsha Engineersharshaengineers.com3 roles3,752$114MFYFY2025 filing
Alpha-E Barcode solutionsalphaebarcode.com2 roles95
CSE Solutions Indiacsesolutionsindia.com2 roles
Nandan Terrynandanterry.com2 roles375$152.18MFYFY2025 filing
Shree Prefab Steelsshreeprefabsteels.com2 roles75
Aira Euro Automation Pvt. Ltd.airaindia.com175
Boss Packaging Solutionsbosspackaging.in
Ecubixecubix.com75
Ferromatik Milacronmilacron.com15
HCP Wellnesshcpwellness.in20
Ice Make Refrigerationicemakeindia.com166$49.37MFYFY2025 filing
Jindal textilesjindaltextiles.com3,750$232.82MFYFY2025 filing
Mahalaxmi Rubtechmrtglobal.com375
24 featured companies

Locked revenue figures are available in Radar; the eight company financial previews stay the same throughout this page. A dash means the figure is outside these featured lists. Revenue years vary by company; the figures are not a like-for-like revenue comparison. Compare annual accounts ↗

Company discovery

Recorded evidence only

Explore the live startup set in Radar

No company example met every recorded classification, independence and public-profile gate in this snapshot. The live directory may have newer qualifying companies.

Explore classified startups in Radar ↗
THE KEY SIGNALS

Industrial Goods and Manufacturing industry KPIs in Ahmedabad

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

2 September 2026
Hiring participation8.6%

44 of 512 tracked companies have open roles.

Funding participation3.5%

18 of 512 tracked companies have a recorded round.

Top 3 funding share74.4%

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

Median disclosed round$500K

Midpoint of 25 rounds with a disclosed amount.

Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 74.4% of disclosed capital, while 96.5% of tracked companies have no recorded funding round.

Explore the segments →
CAPITAL & COMPANY FORMATION

How Ahmedabad industrial goods and manufacturing has grown

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

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2016 — 2025

Disclosed funding by year

Sum of recorded funding rounds · USD

Ahmedabad industrial goods and manufacturing
$0$5.32M$10.64M$15.96M$21.29M2016: $2.89M20162017: $020172018: $43.44K20182019: $184.57K20192020: $1.14M20202021: $73.67K20212022: $6.13M20222023: $4.17M20232024: $2.63M20242025: $18.67M2025
View the numbers
Annual industrial goods and manufacturing funding and company formation in Ahmedabad
YearFunding (USD)FoundedRaising
2016$2.89M171
2017$0200
2018$43.44K231
2019$184.57K192
2020$1.14M152
2021$73.67K102
2022$6.13M164
2023$4.17M103
2024$2.63M123
2025$18.67M13
WHERE CAPITAL SITS

Funding concentration

Share of all disclosed company funding.

  • Ecolibrium34.0%
  • Magma23.0%
  • Boxer India17.4%
  • Other companies25.6%

Funding by stage

30 recorded rounds since 2016

NUMBER OF ROUNDS
Seed & Angel17 56.7%
Series A–B4 13.3%
Series C+ / PE0 0.0%
Grants, debt & other9 30.0%

Recent recorded rounds

Latest recorded rounds · USD
0 rounds

Swipe or scroll horizontally to browse.

Largest and notable recorded rounds

Each card is one recorded round
10 cards

Swipe or scroll horizontally to browse.

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.

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₹ 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 · 181 reporting entities from 206 eligible matches.

Revenue in covered accounts₹25,021.1 crore

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

Net profit / loss₹700.2 crore

Combined result for the same cohort.

Aggregate net margin+2.8%

Combined net income ÷ combined revenue.

Median company revenue₹27.9 crore

The middle covered reporting entity.

Profitable entities+86.2%

156 of 181 covered entities.

Top-five concentration+39.4%

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 · 181 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.

181 reporting entities
Continue your financial research in Radar

Explore full company accounts and filings.

View financials in Radar ↗
AHMEDABAD · INDUSTRY COHORTS

How does industrial goods and manufacturing 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 Ahmedabad companies on this page show up online: the sites people visit, the apps they install, and how often those apps ship.

Most-installed apps

14 of these companies (2.7%) publish at least one Android app — 62 apps in all, carrying 372.8K installs between them.

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 (2023Q4–2026Q2).

SegmentAppsInstallsLeading appRelease trend
Manufacturing Tech51209.7KVastraApp - Textile Management 160K
Enterprise Resource Planning48190KGajendra Textiles 6.2K
In Store Retail Tech47189.9KAlpha Image Capture 6.1K
Manufacturing Services6159KSSP-RMS 153.7K
Internet Of Things Infrastructure2154.3KYojak 571
Brands Tech4629.9KSamor Gold PVT LTD. 3.7K
Facility Management Tech319.7KTeroTAM Customer 18.3K
Packaging Machinery23.6KLineomatic e-shop 3.5K

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: 12023Q1: 02023Q12023Q2: 22023Q2: 02023Q22023Q3: 12023Q3: 02023Q32023Q4: 32023Q4: 02023Q42024Q1: 12024Q1: 02024Q12024Q3: 32024Q3: 32024Q32024Q4: 32024Q4: 02024Q42025Q1: 12025Q1: 02025Q12025Q2: 32025Q2: 22025Q22025Q3: 42025Q3: 02025Q32025Q4: 62025Q4: 82025Q42026Q1: 32026Q1: 32026Q1

Darker bars are new releases, lighter bars apps updated. 43 of 62 apps carry a release date. The series ends at 2026Q1, the last quarter that closed before the June 2026 reading.

INSIDE THE INDUSTRY

The Ahmedabad industrial goods and manufacturing market map

Explore the segments behind the headline numbers.

Expand panel +

Where companies are building

Rank segments by scale, hiring or disclosed funding.

Industry 4.054
Enterprise tech30
Retail tech11
B2b e-commerce10
Industrial & energy hardwares8
Smart factories8
Enterprise software8
Saas6
Marketplaces6

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

SEGMENT TO EXPLORE

Industry 4.0

The largest measured segment in this report snapshot.

54companies
13.0%have hiring activity

7 companies hiring · $22.38M disclosed funding

Explore in Radar

How companies make money

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

E-commerce - product336
Physical commerce325
Fee-for-service75
Commission on transaction29
Advertising23
Subscription16
E-commerce - service12
Affiliate marketing1
THE COMPANIES IN MOTION

Who is listing, hiring leaders, launching and winning work

Recorded corporate activity linked to companies in this landscape.

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Recent corporate headlines 10 dated reports
Mergers & acquisitionsnandandenim.com ↗

Nandan Denim has reported that the Board has approved to buy 6.1 percent share in Opera Air (Narmada) Private Limited.

Funding roundsgatidrives.com ↗

Gati Drives, a deep-tech startup developing next-generation electric motors that deliver BLDC-level efficiency at a fraction of the cost without rare-earth materials, has raised a pre‑seed round from Campus Fund.

Mergers & acquisitionsbarcelonaclub.in ↗

Recomotor, distributor of recovered parts for workshops and automotive professionals, continues its expansion with the acquisition of a new scrapping in Sant Andreu de la Barca (Barcelona).

Mergers & acquisitionsa1sureja.in ↗

Recognising the rapid transition toward green energy and sustainable transport, A-1 Ltd has increased existing partnership interest/shareholding in A-1 Sureja Industries from 45 per cent to 51 per cent at an enterprise value of ₹100 crore.

Funding roundsvishalfabricsltd.com ↗

The shares have been allotted on a preferential basis upon receipt of the amount of Rs 51.63 crore.

Mergers & acquisitionsmrorganisation.com ↗

Aeroflex Enterprises announced that its subsidiary, M.R. Organisation, has acquired 51% equity stake through its USA subsidiary in ABP Impex, based in Portugal (EU), that specialises in providing services for high pressure compressors.

Mergers & acquisitionsmilacron.com ↗

Bain Capital is buying an ownership stake of approximately 51 per cent of Milacron for US$287 million, subject to customary closing adjustments.

IPO activityvivaatrade.com ↗

Initial public issue of 15,66,000 equity shares of face value of Rs. 10/- each of Vivaa Tradecom Limited (VTL or the Company or the Issuer) for cash at a price of Rs. 51/- per equity share including a share premium of Rs. 41/- per equity share (the Issue Price) aggregating to Rs. 7.99 crores (The Issue), of which 82,000 equity shares of face value of Rs. 10/- each for cash at a price of Rs. 51/- per equity share including a share premium of Rs. 41/- per equity share aggregating to Rs. 0.42 crores will be reserved for subscription by market maker to the issue (the Market Maker Reservation Portion).

IPO activityicemakeindia.com ↗

Initial Public Offer of 41,60,000 equity shares of face value of Rs. 10 each (equity shares) of Ice Make Refrigeration Limited (the company or the issuer) for cash at a price of Rs. 57.00 per equity share including a share premium of Rs. 47.00 per equity share (the issue price), agreegating to Rs. 23.71 Crores (the issue) of which 2,08,000 equity shares of face value of Rs. 10 each for cash at a price of Rs. 57.00 per equity share agreegating to Rs. 1.19 Crores will be reserved for subscription by the market maker to the issue (the market maker reservation portion). The issue less market maker reservation portion i.e. 39,52,000 equity shares of face value of Rs. 10 each for cash at a price of Rs. 57 per equity share, agreegating to Rs. 22.52 Crores is hereinafter referred to as the net issue. The issue and the net issue will constitute 26.54 % and 25.22 %, respectively of the post issue paid up equity share capital of the company. The face value of equity shares of Rs.10 each.The issue price is Rs.57 and is 5.7 times the face value of the equity shares.

IPO activityrhetan.com ↗

Initial public offer of upto 80,00,000 equity shares of Rs. 10 each (Equity Shares) of Rhetan TMT Limited (RTL or the Company) for cash at a price of Rs. 70 per share (the Issue Price), aggregating to Rs. 56.00 croress (The Issue), of which upto 4,16,000 equity shares of Rs. 10 each will be reserved for subscription by market maker to the issue (the Market Maker Reservation Portion).

Full recorded event mix

Top 10 categories among 176 recorded events in the 24-month window.

Earnings
89
IPO activity
23
Contracts
16
Mergers & acquisitions
15
Company announcements
13
New products
7
Funding rounds
5
Board Updates
3
Regulatory
3
Leadership moves
2
5 activity cards

Swipe or scroll horizontally to browse.

Product launches

Products, platforms and features in the recorded window

s2.0

Anilox

ASC – Acme Super Cell engraving technology

Engraving Technology

Litigation

2 tracked suits

Company
Securities and Exchange Board of India v Patels Airtemp (India)

violation of disclosure rules under LODR rulesRegulatory · Settled

Company
Securities and Exchange Board of India (Sebi) v Patels Airtemp (India)

violation of disclosure rulesRegulatory · Settled

Earnings pulse

Reported company results in the recorded window.

22companies
86period observations
24.1%median reported growth

Median across 73 reported growth observations; companies may contribute multiple periods.

Mergers and acquisitions

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

Acquirer → targetStatusDateValue / context
Nandan DenimOpera Air (Narmada) Private LimitedAnnounced2026-04-19Not stated in snapshot
Nandan DenimOpera Vayu (Narmada) Private LimitedAnnounced2026-04-19Not stated in snapshot
recomotorBarcelona Club ↗Announced2025-12-13Not stated in snapshot
A-1 LtdA-1 SUREJA INDUSTRIES ↗Completed2025-11-11Not stated in snapshot
A-I LimitedA-1 SUREJA INDUSTRIES ↗Completed2025-10-27Not stated in snapshot
M.R. OrganisationABP ImpexAnnounced2025-06-12Not stated in snapshot

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

PEOPLE & OPPORTUNITY

The talent market

210 postings in the preceding 12 months. The full 221-posting snapshot covers 134 employers.

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Most advertised job titles

Associate, Manufacturing Injectables4
Executive Manufacturing Qms And Compliance Injectable2
Senior Executive, Manufacturing Injectables2
Operator Manufacturing Injectables2
Engineer / Sr. Engineer Industrial Testing M/F/D2
Plant Operations Head Injectables Manufacturing Facility2
0 internship postings

0 tracked postings mention remote work.

The seniority mix

109 postings specify a level.

unspecified
112
manager
49
senior
28
lead
25
entry
5
intern
2

Skills employers mention

Top skills across 221 tracked postings in the available jobs snapshot.

Manufacturing
42
Production Planning
16
Sales
14
Compliance
12
Order Processing
12
Quality Control
11
Data Management
11
Negotiation
11
Manufacturing Operations
10
Dispatch Coordination
10
THE PEOPLE BUILDING THE FIELD

Founders and leaders

191 founders and chief executives across 175 companies.

Expand panel +
12 profiles

Swipe or scroll horizontally to browse.

Education networks

0 profiles with education records.

Prior employers

0 profiles with prior-work records.

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

NEWS INTELLIGENCE

How this industry appears in the news

4,051 articles in the measured 12-month window.

Expand panel +
4,051articles in the measured year
822articles in 2026Q1
73.6%positive tone in the latest complete year

News volume trends

Industrial Goods and Manufacturing coverage tagged Ahmedabad · articles per complete quarter

04999971,4961,9942021Q2: 6712021Q22021Q3: 3592021Q4: 4512022Q1: 7352022Q2: 8132022Q22022Q3: 5162022Q4: 6172023Q1: 1,1642023Q2: 1,4992023Q22023Q3: 6492023Q4: 9622024Q1: 9342024Q2: 1,6092024Q22024Q3: 5252024Q4: 5652025Q1: 1,0252025Q2: 1,7342025Q22025Q3: 8062025Q4: 5742026Q1: 8222026Q1
View quarterly article counts
QuarterArticles
2021Q2671
2021Q3359
2021Q4451
2022Q1735
2022Q2813
2022Q3516
2022Q4617
2023Q11,164
2023Q21,499
2023Q3649
2023Q4962
2024Q1934
2024Q21,609
2024Q3525
2024Q4565
2025Q11,025
2025Q21,734
2025Q3806
2025Q4574
2026Q1822

Article volume measures coverage, not market sales.

Tone of coverage over time

2021
1,089 positive · 74 neutral · 504 negative
2022
2,073 positive · 88 neutral · 517 negative
2023
3,300 positive · 100 neutral · 867 negative
2024
2,764 positive · 108 neutral · 753 negative
2025
3,040 positive · 147 neutral · 944 negative

Leading coverage topics

Industrial Goods and Manufacturing coverage tagged Ahmedabad · ranked by full-period article count.

New Product Launches And Innovations21,767 articles in the full recorded period
6,372 recent · 5,170 prior
Cricket Domestic Leagues19,437 articles in the full recorded period
4,885 recent · 4,953 prior
Strategic Partnerships And Collaborations16,536 articles in the full recorded period
4,954 recent · 3,910 prior
Company Expansions And New Market Entries13,601 articles in the full recorded period
4,270 recent · 2,945 prior
Professional League Updates13,280 articles in the full recorded period
3,900 recent · 2,911 prior
Technology Adoption And Digital Transformation12,745 articles in the full recorded period
3,833 recent · 2,888 prior
Trade Policies And Agreements11,137 articles in the full recorded period
6,569 recent · 3,674 prior
Global Market Entry Strategies10,841 articles in the full recorded period
3,036 recent · 2,410 prior
Electric Vehicle (Ev) Technology9,456 articles in the full recorded period
2,194 recent · 2,189 prior
Major Contract Wins And Losses8,847 articles in the full recorded period
2,947 recent · 2,155 prior

Recent and prior counts use the source comparison windows.

Topics gaining and losing attention

India comparison coverage

KeywordRecentPriorChange
tariff negotiations5,4653,14974%
trade barrier reduction4,0812,10994%
trade facilitation commitments3,5071,629115%
bilateral trade3,0041,69477%
bilateral trade imbalance2,9391,74469%
preferential tariff2,8981,98246%
trade dispute mechanisms2,7721,60173%
free trade deals2,7581,74758%
tariff rate quota2,4771,56658%
bilateral trade terms2,3391,141105%
ipo prospectus425762-44%
ipo352654-46%
pre-ipo valuation350621-44%
ipo launch303593-49%
ipo pricing316560-44%

Event and signal lenses

India comparison coverage

All complete annual cohorts shown
Rising

Regulatory Risk

273,638 classified articles

tariff negotiations, stock performance, trade barrier reduction

46.8% critical · 39.8% positive
Rising

Funding Momentum

49,858 classified articles

pre-ipo valuation, ipo prospectus, ipo pricing

44.3% critical · 56.0% positive
Rising

Growth

162,749 classified articles

developing economies performance, automotive segment growth, vehicle sales forecasts

42.0% critical · 51.4% positive

Industrial Goods and Manufacturing coverage tagged Ahmedabad. Topic labels describe recorded classifications and can include broad context.

RESEARCH SIGNALS

What Industrial Goods and Manufacturing research is working on

2,449 papers in the recorded india scope.

Expand panel +
2,449papers
50,666worldwide comparison pool
2,449India-affiliated papers

Research orientation

Promising
1,247
Descriptive
490
Breakthrough
301
Comparative
175
Problem-identifying
172
Cautionary
62
Critical
2

Contribution mix

Empirical
879
Reviews
786
Methods-led
707
Position pieces
77

Tone counts: 2,373 positive · 72 neutral · 4 negative.

Common problems researchers identify
174 papers · 7.1% of this field
  • 3D printing129 papers
  • Fused deposition modeling27 papers
  • 3d printed25 papers
  • Manufacturing engineering17 papers
  • Nanotechnology15 papers
  • Rapid prototyping15 papers
  • Fabrication10 papers
  • Scope9 papers

Landmark: Printability and Shape Fidelity of Bioinks in 3D Bioprinting

Cautions
62 papers · 2.5% of this field
  • 3D printing31 papers
  • 3d printed14 papers
  • Fused deposition modeling11 papers
  • Selective laser melting9 papers
  • Laser6 papers
  • Ultimate tensile strength6 papers
  • Extrusion6 papers
  • Composite material6 papers

Landmark: Is the energy density a reliable parameter for materials synthesis by selective laser melting?

Opportunities
1,548 papers · 63.2% of this field
  • 3D printing681 papers
  • Fused deposition modeling256 papers
  • Composite material227 papers
  • 3d printed175 papers
  • Ultimate tensile strength162 papers
  • Fabrication125 papers
  • Extrusion123 papers
  • Selective laser melting106 papers

Landmark: Fatigue behaviour of FDM-3D printed polymers, polymeric composites and architected cellular materials

Leading institutions

Vellore Institute of Technology University
2,013
Guru Nanak Dev University
2,013
AO Foundation
1,648
Shri Mata Vaishno Devi University
1,437
Lovely Professional University
1,429
Sardar Vallabhbhai National Institute of Technology Surat
1,261

Leading researchers

Rupinder Singh
2,159
Riccardo Levato
1,369
Ankush Raina
1,309
A. Schwab
1,166
Matteo D’Este
1,166
Susanna Piluso
1,166
David Eglin
1,166
Mir Irfan Ul Haq
1,104

Highly cited breakthrough-labelled papers

  • Biobased Acrylate Photocurable Resin Formulation for Stereolithography 3D Printing268 citations
  • A Stimuli‐Responsive Nanocomposite for 3D Anisotropic Cell‐Guidance and Magnetic Soft Robotics196 citations
  • Development of TiNbTaZrMo bio-high entropy alloy (BioHEA) super-solid solution by selective laser melting, and its improved mechanical property and bi169 citations
  • Metal 3D printing technology for functional integration of catalytic system143 citations
  • Fabrication of laser printed microfluidic paper-based analytical devices (LP-µPADs) for point-of-care applications138 citations

Common problems researchers identify

157 papers · 4 recurring themes
4 cards

Swipe or scroll horizontally to browse.

Standardization Gaps in Biomedical 3D PrintingCommon problems researchers identify · 01

Standardization Gaps in Biomedical 3D Printing

46 papers

29.3% of this theme group

Researchers highlight lack of standards hindering reliable medical and pharmaceutical additive manufacturing.

3D printing (41) · Health care (7) · 3d printed (14) · Standardization (4)

3D printing in biomedicine: advancing personalized care through additive manufacturing

3D Printing Technology: A New Milestone in the Development of Pharmaceuticals

View research history
YearShare index
202271.0
202377.2
2024101.5
2025122.7
Challenges in Composite FDM ProcessesCommon problems researchers identify · 02

Challenges in Composite FDM Processes

42 papers

26.8% of this theme group

Studies point to difficulties achieving consistent mechanical performance with fused deposition modeling of polymer composites.

Fused deposition modeling (17) · Deposition (8) · Selective laser melting (6) · Composite number (6)

Recent advances in fused deposition modeling based additive manufacturing of thermoplastic composite structures: A review

Mechanical properties of additively manufactured polymeric composites using sheet lamination technique and fused deposition modeling: A revi

View research history
YearShare index
202271.7
202368.2
202457.3
202581.7
Barriers to 3D Printing in ConstructionCommon problems researchers identify · 03

Barriers to 3D Printing in Construction

37 papers

23.6% of this theme group

Authors note technical and logistical obstacles preventing widespread adoption of additive manufacturing for building materials.

3D printing (35) · Construction engineering (4) · Production (3) · Architectural engineering (3)

Additive Manufacturing of Sustainable Construction Materials and Form-finding Structures: A Review on Recent Progresses

3D Printing for sustainable food supply chains: modelling the implementation barriers

View research history
YearShare index
202219.1
202322.5
202426.0
202519.2
Nanotech and Bioprinting LimitationsCommon problems researchers identify · 04

Nanotech and Bioprinting Limitations

32 papers

20.4% of this theme group

Papers discuss unresolved issues in tissue engineering and nanomaterial integration for 3D bioprinting.

Nanotechnology (15) · Tissue engineering (8) · 3D bioprinting (7) · 3D printing (23)

Current Developments in 3D Bioprinting for Tissue and Organ Regeneration–A Review

Recent Developments in 3D Bio-Printing and Its Biomedical Applications

View research history
YearShare index
20226043.5
20236049.2
20246308.2
20255082.3

Cautions

59 papers · 4 recurring themes
4 cards

Swipe or scroll horizontally to browse.

Orientation Effects on Printed Part QualityCautions · 01

Orientation Effects on Printed Part Quality

23 papers

39.0% of this theme group

Researchers caution that printing direction critically influences mechanical and pharmaceutical properties of 3D‑printed items.

3D printing (21) · 3d printed (9) · Nanotechnology (4) · Orientation (3)

3D printing in the pharmaceutical sector: Advances and evidences

Influence of printing orientation on properties of 3D-printed parts produced by polymer jetting technology

View research history
YearShare index
20225977.2
20235991.5
20246276.6
20255012.6
Mechanical Uncertainty of PLA‑Based CompositesCautions · 02

Mechanical Uncertainty of PLA‑Based Composites

15 papers

25.4% of this theme group

Studies warn about variable tensile strength and surface characteristics when using polylactic acid composites.

Polylactic acid (5) · Ultimate tensile strength (5) · Composite material (7) · Extrusion (4)

Multimaterial printing and characterization for mechanical and surface properties of functionally graded prototype

Three-Dimensionally Printed Polypropylene Sheets: Insights on Mechanical and Interface Shear Behavior

View research history
YearShare index
20224233.4
20234180.3
20243718.2
20252921.1
Selective Laser Melting Parameter ReliabilityCautions · 03

Selective Laser Melting Parameter Reliability

12 papers

20.3% of this theme group

Authors question the consistency of energy density and related settings for producing reliable metal microstructures.

Selective laser melting (9) · Laser (6) · Microstructure (4) · Metallurgy (4)

Is the energy density a reliable parameter for materials synthesis by selective laser melting?

Selective laser melting and post-processing stages for enhancing the material behavior of cobalt-chromium alloy in total hip replacement: a

View research history
YearShare index
20221118.2
20231090.5
2024901.7
2025953.8
Surface Roughness in FDM ABS PartsCautions · 04

Surface Roughness in FDM ABS Parts

9 papers

15.3% of this theme group

Research highlights persistent roughness issues and the limited effectiveness of post‑processing techniques.

Fused deposition modeling (6) · Acrylonitrile butadiene styrene (3) · Taguchi methods (2) · Surface roughness (2)

Pre and post processing techniques to improve surface characteristics of FDM parts: a state of art review and future applications

Investigations for improving the surface finish of FDM based ABS replicas by chemical vapor smoothing process: a case study

View research history
YearShare index
202263.0
202362.9
202449.1
202572.9

Opportunities

1,468 papers · 7 recurring themes
7 cards

Swipe or scroll horizontally to browse.

Bio‑Compatible Scaffolds for Bone RepairOpportunities · 01

Bio‑Compatible Scaffolds for Bone Repair

326 papers

22.2% of this theme group

Emerging work explores 3D‑printed hydrogels and composites to enhance bone tissue regeneration.

3D printing (161) · Self-healing hydrogels (20) · Biocompatibility (27) · Scaffold (30)

Advances in <scp>3D</scp> printing of composite scaffolds for the repairment of bone tissue associated defects

Materials and scaffolds in medical 3D printing and bioprinting in the context of bone regeneration.

View research history
YearShare index
2022317.5
2023312.9
2024280.5
2025282.8
Intelligent Design of Material‑Extrusion PrintersOpportunities · 02

Intelligent Design of Material‑Extrusion Printers

313 papers

21.3% of this theme group

Advances focus on computational models and algorithms to improve precision and defect‑free additive manufacturing.

3D printing (246) · Manufacturing engineering (46) · Mechanical engineering (36) · 3d printer (20)

Toward an Improved Understanding for Design of Material Extrusion Additive Manufacturing Process‐Based 3D Printers—a Computational Study

Intelligent 3D Printing Algorithms: Accelerating Additive Manufacturing with Precision and Defect-Free Fabrication

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YearShare index
2022481.3
2023481.9
2024422.5
2025297.0
Optimizing FDM Process ParametersOpportunities · 03

Optimizing FDM Process Parameters

221 papers

15.1% of this theme group

Studies aim to refine deposition settings and experimental designs for stronger, more reliable printed parts.

Fused deposition modeling (163) · Deposition (57) · Fused filament fabrication (27) · Design of experiments (14)

Development and fabrication of fused deposition modelling 3D printer

Optimization of inter-layer printing parameters for enhanced mechanical performance of PETG in Fused Deposition Modeling (FDM)

View research history
YearShare index
202254.1
202356.8
202449.3
202573.3
High‑Performance PLA and Composite LatticesOpportunities · 04

High‑Performance PLA and Composite Lattices

202 papers

13.8% of this theme group

Research investigates tensile and flexural enhancements through material formulation and lattice architecture.

Ultimate tensile strength (108) · Composite material (132) · Flexural strength (51) · Polylactic acid (54)

Effects of fabrication parameters on the mechanical properties of short basalt‐fiber‐reinforced thermoplastic composites for fused depositio

Experimental-theoretical comparative analysis of PLA-based 3D lattice

View research history
YearShare index
20224236.1
20234184.1
20243721.5
20252945.9
3D Printing for Pharmaceutical ManufacturingOpportunities · 05

3D Printing for Pharmaceutical Manufacturing

186 papers

12.7% of this theme group

Papers showcase novel applications in drug formulation, delivery, and personalized medicine using additive techniques.

3D printing (169) · 3d printed (55) · Three dimensional printing (24) · Health care (15)

Revolutionizing Medical Manufacturing: Unveiling the Diverse Applications of 3D Printing in Pharmaceuticals

Applications and Advancement of 3D Printing in Pharmaceutical Manufacturing and Drug Delivery

View research history
YearShare index
202272.0
202377.8
2024102.9
2025121.3
Selective Laser Melting of Advanced AlloysOpportunities · 06

Selective Laser Melting of Advanced Alloys

155 papers

10.6% of this theme group

Work demonstrates improved microstructures and mechanical properties of high‑entropy and aluminum‑based alloys.

Selective laser melting (100) · Alloy (44) · Microstructure (51) · Laser (24)

Microstructure and tensile property of a precipitation strengthened high entropy alloy processed by selective laser melting and post heat tr

Selective laser melting of Al–Si–10Mg alloy: microstructural studies and mechanical properties assessment

View research history
YearShare index
20221294.9
20231271.9
20241109.1
20251231.6
Surface Treatment of Recycled ThermoplasticsOpportunities · 07

Surface Treatment of Recycled Thermoplastics

65 papers

4.4% of this theme group

Research explores chemical and mechanical methods to boost strength and finish of printed recycled ABS, PLA, and HIPS.

Acrylonitrile butadiene styrene (60) · Fused deposition modeling (30) · Composite material (27) · Surface roughness (12)

Effect of chemical treatment on tensile strength and surface roughness of 3D-printed ABS using the FDM process

On the 3D printing of recycled ABS, PLA and HIPS thermoplastics for structural applications

View research history
YearShare index
20224121.1
20234061.6
20243590.7
20252461.8

How this field compares with the research baseline

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

Research orientationThis fieldReference sample
Promising50.9%37.2%
Descriptive20.0%17.4%
Breakthrough12.3%26.6%
Comparative7.1%3.8%
Problem-identifying7.0%9.6%
Cautionary2.5%4.4%
Critical0.1%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
Hardware, e-waste & supply chainSustainable 3D Printing Filament Production from Recycled Nonbiodegradable Waste: A Review30.13%1 (33.3%)0.06%
Energy & datacenter footprintImpact of Printing Parameters on Energy Consumption of 3D Printers using IoT Cloud Architecture10.04%0 (0.0%)0.0%
Privacy & surveillanceDesign and Development of Face Shield by 3D Printing for the COVID-19 Epidemics10.04%0 (0.0%)0.06%
Water use00.0%0 (%)0.02%
Carbon & emissions of compute00.0%0 (%)0.0%
Labour & data work00.0%0 (%)0.0%
Safety & misuse00.0%0 (%)0.0%
Bias & fairness00.0%0 (%)0.0%
Concentration of compute power00.0%0 (%)0.02%

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

UNDERSTAND THE LANDSCAPE

Industrial Goods and Manufacturing in Ahmedabad: 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 ↗
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