I want to get continuous structured data on emerging material science innovations, sustainable supply chain practices, and manufacturing efficiency benchmarks from global textile research journals, technology vendor sites, and competitor innovation reports.

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Pilot Configuration
Goal I want to get continuous structured data on emergi... Access continuous insights on material innovations and supply chain practices — automated intelligence that outpaces manual research.
12 website or app sources The Jsonify AI will open these automatically to explore and find your information
sciencedirect.com springer.com mdpi.com textilesciencejournal.com +8 more
11 data columns
12 dashboard widgets
4 integrations
1 notification
Recommended
Pilot Phase (Scoped Evaluation)
Up to 12 weeks
€3,000 / month

Typical scope: multi-country, weekly updates, multiple categories

  • Real data from real sources
  • Live dashboards or export feeds
  • Validate scope, refresh cadence, quality
  • Fixed price, no ongoing commitment

Most teams start here to validate fit before expanding.

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Now, schedule a short call below to confirm scope and start the pilot, or build something new.

or email us at paul@jsonify.co

Data sources are the websites and apps where information will be collected from. These can be changed or expanded at any time. This is turned into data rows.

sciencedirect.com
springer.com
mdpi.com
textilesciencejournal.com
tandfonline.com
researchgate.net
fabriclink.com
techcrunch.com
textileworld.com
forbes.com
statista.com
gartner.com
Add Source
Sample data preview. This is synthetic test data generated to illustrate the structure. Real data from your sources will be populated during the pilot. This data powers the dashboard widgets.
id Source Title Authors Abstract Material Metric Cost Sustainability Status Last Updated
1 sciencedirect.com Electrospun PLA/Graphene Nanocomposite Fibers for High-Strength Biodegradable Textiles M. Alvarez; S. Chen; R. Patel
Study demonstrates electrospinning of polylactic acid with graphene nanoplatelets producing fibers with 45% higher tensile strength and retained biodegradability. Process parameters optimized for uniform dispersion and scalable roll-to-roll production.
... show all		 PLA + Graphene nanoplatelets Tensile Strength +45% vs PLA; Fiber diameter 350±40 nm $12.50/kg (projected production) Compostable polymer; 78% lower cradle-to-gate CO2 eq vs PET Peer-reviewed Feb 3, 2026
2 springer.com Closed-loop Textile Recycling Using Enzymatic Depolymerization of Cotton Blend Fabrics L. Ko; H. Mehta; P. Svensson
Paper reports an enzymatic process to depolymerize cellulose in cotton blends, enabling recovery of >82% cellulose and enabling reuse in regenerated-cellulose fibers. Energy input reduced through mild hydrolysis.
... show all		 Cotton blend (cellulose) Cellulose recovery 82%; Energy use -28% vs chemical recycling $3.60/kg recovered fiber Reduces landfill diversion; water reuse 65% Peer-reviewed Feb 2, 2026
3 mdpi.com Silver-Free Antimicrobial Finishes Based on Chitosan Derivatives for Knitwear A. Rodríguez; K. Li
Describes chitosan-derivative finishing applied via padding to knitwear achieving >99% reduction in S. aureus and E. coli after 25 washes; avoids heavy-metal antimicrobial chemistries.
... show all		 Chitosan derivative finish Antimicrobial efficacy >99% after 25 cycles; Add-on 8% w/w $0.45/garment finish Biobased, non-toxic, wastewater safe Peer-reviewed Feb 1, 2026
4 textilesciencejournal.com Low-Temperature Dyeing with Ionic Liquids for Energy Savings in Denim Production G. Mensah; T. Yoon
Pilot-scale trials of ionic-liquid-assisted indigo dyeing achieved equivalent colorfastness at 40°C vs conventional 70°C, with 42% energy reduction and 25% reduced water use in rinse cycles.
... show all		 Indigo dye + ionic liquid carrier Energy -42%; Water -25%; Colorfastness 4/5 +$0.08/jean in chemical cost Lower energy footprint; partial chemical recyclability Preprint Feb 4, 2026
5 tandfonline.com High-Throughput Screening of Flame-Retardant Bio-Polymers for Upholstery E. Nguyen; S. Brown; J. Kaur
High-throughput combinatorial synthesis identified phosphate-modified bio-polymers that meet UK fire regs with LOI >28 and reduced smoke density relative to conventional flame retardants.
... show all		 Phosphate-modified bio-polymers LOI >28; Smoke density -33% $1.10/meter treated fabric Phosphate sourced from recovered waste; lower toxicity Peer-reviewed Feb 3, 2026
6 researchgate.net Life-Cycle Assessment of Recycled Polyester from PET Bottles vs Virgin PET O. Mendes; R. Karim
Comparative LCA shows rPET from mechanical recycling reduces cradle-to-gate GHG by 60% but quality downcycling affects textile-grade yields; recommendations for sorting improvements presented.
... show all		 Recycled PET (rPET) GHG -60% vs virgin; Yield loss 12% in textile-grade $1.80/kg rPET Significant emissions reduction; circular opportunities noted Conference paper Feb 2, 2026
7 fabriclink.com Nanocoating to Improve Breathability and Oil Resistance for Workwear Industry Lab (internal)
Vendor case study: fluorine-free nanocoating applied via spray-coating improved oil repellency (AATCC 118) while maintaining MVTR within 10% of untreated fabric, aimed at protective workwear.
... show all		 Fluorine-free nanocoating (silane-based) Oil repellency rating 3-4; MVTR change -9% $0.35/meter application PFAS-free; lower persistence Vendor case study Feb 4, 2026
8 techcrunch.com Startup Raises $18M to Scale Protein-Based Fiber Manufacturing J. Li (Tech Reporter)
Coverage of startup using precision fermentation to produce protein fibers with silk-like properties; pilot factory planned to open mid-2026 and target apparel and medical textiles.
... show all		 Precision-fermented protein fiber Pilot throughput 500 kg/month; Protein fiber tenacity comparable to silk $120/kg (pilot pricing) Lower land use vs natural silk; renewable feedstocks Industry news Feb 1, 2026
9 textileworld.com Automation in Cutting: Robot-Assisted Fabric Nesting Reduces Waste P. Sinclair
Field study at a mid-size apparel plant shows robot-guided nesting reduced fabric offcuts by 7.8% and increased cutting speed 18%, enabling tighter material KPIs.
... show all		 Woven cotton/knit blends (production example) Material waste -7.8%; Throughput +18% Automation CAPEX dist. per unit $45,000 Reduced raw material consumption; ROI 2.6 years Industry news Feb 4, 2026
10 forbes.com Major Retailer Commits to 50% Recycled Content by 2030 Using rPET and rNylon R. Kaplan (Forbes Staff)
Announcement: retailer signs multi-supplier agreements to secure recycled feedstock; roadmap includes quality audits and traceability via blockchain pilots.
... show all		 rPET, rNylon Target 50% recycled content by 2030; procurement volume 35,000 tonnes/year Projected sourcing premium +6% vs virgin Scope 3 reduction commitments; traceability pilots Corporate announcement Feb 3, 2026
11 statista.com Average Mill Price Index for Cotton vs Lyocell (Q1 2026 estimate) Statista Research Dept.
Market data snapshot showing mill prices with short commentary — cotton index up 2.4% month-on-month while lyocell remains stable amid new capacity additions.
... show all		 Cotton; Lyocell Cotton index $1.12/lb; Lyocell $1.85/kg Market price indicators Lyocell marketed as lower water impact vs cotton Market report Feb 2, 2026
12 gartner.com Hype Cycle: Smart Textiles and Wearables 2026 Analyst Group (Gartner)
Analyst brief placing graphene-enhanced sensors at 'Plateau of Productivity' while fully integrated biosensors remain in 'Peak of Inflated Expectations'; procurement guidance included.
... show all		 Graphene sensors; biosensor modules Adoption timeframe 2-5 years for sensors; TCO reduction potential 12% Graphene sensor module $4.50/unit Enables product longevity; electronic waste considerations noted Analyst report Feb 1, 2026
13 sciencedirect.com Solvent-Free Melt Spinning of Recycled Nylon with Enhanced Dye Uptake D. Rossi; Y. Kim
Demonstrates melt-spinning of mechanically recycled nylon feedstock with modified additives producing fibers with 28% improved dye uptake and stable mechanical properties.
... show all		 Recycled Nylon (mechanical) Dye uptake +28%; Tenacity within 95% of virgin $2.10/kg fiber Solvent-free process; lower emissions Peer-reviewed Feb 3, 2026
14 springer.com Transparent Conductive Textiles Using Silver Nanowire Meshes for Smart Clothing N. Becker; H. Singh
Report on embedding silver-nanowire meshes into textile laminates achieving sheet resistance 18 ohm/sq while maintaining hand and drape for wearable heaters and touch interfaces.
... show all		 Silver nanowire mesh Sheet resistance 18 Ω/sq; Wash durability 20 cycles (75% retention) $8.75/meter Silver recovery recommended; recyclability limited Peer-reviewed Feb 2, 2026
15 mdpi.com Biodegradable Compatibilizers to Improve Mechanical Properties of PLA/Cotton Blends F. Ahmed; L. Novak
Evaluates new biodegradable compatibilizers that increase interfacial adhesion in PLA/cotton blends, improving elongation at break by 32% without compromising compostability.
... show all		 PLA/Cotton + biodegradable compatibilizer Elongation +32%; Compostability pass EN 13432 +$0.22/kg blend Compostable end-of-life; biobased additives Peer-reviewed Feb 1, 2026
16 textilesciencejournal.com On-Site Ozone Bleaching for Water Reduction in Yarn Preparation K. Osei; M. Duarte
Pilot plant uses ozone bleaching in yarn prep reducing fresh water use by 60% and chemical oxygen demand in effluent by 48% compared with conventional bleach plant.
... show all		 Cotton yarn (process change) Water use -60%; COD effluent -48% Capital retrofit $250k for medium mill; OPEX neutral after 18 months Major water footprint reduction Preprint Feb 4, 2026
17 tandfonline.com Circular Dye Molecules: Recyclable Reactive Dyes for Cellulosics S. Ishikawa; M. Carter
Introduces reactive dyes engineered for depolymerization-compatible recovery; lab trials recovered 70% dye mass enabling 65% color match on re-dyeing cycles.
... show all		 Recyclable reactive dyes (cellulosic) Dye recovery 70%; Color match 65% after recycle +$0.04/garment per dye lifecycle Reduces freshwater dye load; supports closed-loop dyeing Peer-reviewed Feb 2, 2026
18 researchgate.net Benchmarking Energy Use in Spinning Mills Across Europe I. Petrov; A. Silva
Survey across 42 spinning mills reports mean energy intensity 5.8 kWh/kg with best-practice mills at 3.9 kWh/kg; recommendations on VSD drives and waste-heat recovery provided.
... show all		 Spinning mill operations (cotton/viscose) Energy intensity 5.8 kWh/kg (mean); Best 3.9 kWh/kg Retrofit cost estimate €0.9M for mid-sized mill Energy reduction potential significant Technical report Feb 3, 2026
19 fabriclink.com Eco-friendly Mercerization Alternative Cuts Caustic Use by 85% Process Solutions Co.
Commercial trial of enzymatic surface activation replacing full-strength caustic mercerization achieved comparable luster for knits with 85% less NaOH consumption and improved effluent pH profiles.
... show all		 Cotton knit (process) NaOH use -85%; Luster Δ within 5% +$0.12/kg processed Lower hazardous chemical load Vendor whitepaper Feb 1, 2026
20 techcrunch.com AI-Driven Color Matching Platform Reduces Lab Dip Cycles for Brands E. Torres (Tech Reporter)
Coverage of a SaaS using hyperspectral imaging and ML to predict dye recipes; beta tests reduced lab-dip iterations by 67% and shortened lead times by 23%.
... show all		 Dye formulations (software-enabled) Lab-dip iterations -67%; Lead time -23% SaaS subscription $2,400/month (enterprise) Less waste from trial dyeing; lower water use Industry news Feb 4, 2026
21 textileworld.com Hybrid Weaving Looms Integrate Sensor Feedback to Reduce Defects R. Hwang
Case study: new looms with inline sensor stations reduced defect rate from 1.8% to 0.6% and increased up-time by 12% at a technical textile plant.
... show all		 Technical woven fabrics (example) Defect rate 0.6%; Uptime +12% Per-loom upgrade $32,000 Less rework and waste; lifecycle benefits Industry news Feb 3, 2026
22 forbes.com How Brands Are Paying More for Verified Recycled Feedstocks L. Greene (Contributor)
Analysis of rising premiums for audited recycled feedstock; discusses procurement trends, price volatility, and implications for margin and labeling claims.
... show all		 Verified recycled feedstocks (general) Price premium average +6-9% Example: rNylon $4.40/kg vs virgin $4.05/kg Improved traceability and claim credibility Analysis Feb 2, 2026
23 statista.com Share of Sustainable Textile Certifications in EU Imports (2025) Statista Data Team
Dataset snapshot: GOTS 12%, OEKO-TEX 28%, Bluesign 9% among assessed import shipments; brief methodology note included.
... show all		 Certified textiles (GOTS, OEKO-TEX, Bluesign) Certification shares: OEKO-TEX 28%; GOTS 12%; Bluesign 9% Certification cost range $1,500–$12,000/year per facility Indicator of market uptake of standards Market dataset Feb 1, 2026
24 gartner.com Forecast: Smart-Fabric Sensor Unit Prices to 2030 IoT Textile Analysts
Forecast model predicting sensor unit price decline from $6.2 in 2025 to $1.8 by 2030 driven by scale and new materials; adoption rates modeled across segments.
... show all		 Smart-fabric sensor units Unit price 2026 estimate $5.4; CAGR -18% to 2030 $5.40/unit (2026 estimate) Enables preventive maintenance and product longevity Analyst forecast Feb 3, 2026
25 sciencedirect.com Plasma-Assisted Surface Modification for Dye Fixation on Polyester Y. Tan; B. López
Demonstrates atmospheric plasma pre-treatment increases dye fixation on polyester by 34% and reduces reactive chemical load in dye baths.
... show all		 Polyester (PET) Dye fixation +34%; Chemical bath load -30% Plasma retrofit $75k for line; per kg treatment cost +$0.06 Lower chemical use and effluent impact Peer-reviewed Feb 2, 2026
26 springer.com Hydrophobic Cellulose Aerogels for Thermal Insulation in Technical Textiles M. Laurent; S. Abdallah
Paper presents synthesis of hydrophobic cellulose aerogels with thermal conductivity 0.028 W/mK and good compressive resilience, suitable for lightweight insulation panels.
... show all		 Cellulose aerogel Thermal conductivity 0.028 W/mK; Density 45 kg/m3 $24/m2 panel (prototype) Biobased, biodegradable end-of-life Peer-reviewed Feb 1, 2026
27 mdpi.com Optimizing Waterless Digital Printing Inks for Cotton Substrates T. Alvarado; J. Singh
Reports formulation of reactive digital inks that adhere at lower fixation temperatures enabling near-waterless printing with 85% reduction in process water use.
... show all		 Reactive digital inks for cotton Water use -85%; Colorfastness 3.5/5 Ink cost +$0.12/m2 printed Dramatic water savings; lower effluent load Peer-reviewed Feb 4, 2026
28 textilesciencejournal.com Mechanical Recycling of Mixed Fiber Waste via Layered Solvolysis H. Yamada; C. Ochoa
Technique layers selective solvolysis steps to separate polyester and cellulose fractions from mixed textile waste achieving 68% mass recovery for high-value feedstock.
... show all		 Mixed textile waste (polyester+cellulose) High-value feedstock recovery 68%; Purity PET fraction 93% $0.95/kg input Enables circular feedstock streams; reduces landfill Preprint Feb 3, 2026
29 tandfonline.com Comparative Study of Dyeing Effluents Treated with Electrocoagulation vs MBR R. Sundaram; E. Petri
Pilot evaluation finds electrocoagulation yields 84% color removal with lower footprint while MBR achieves 91% but at higher energy; hybrid approach suggested for optimal economics.
... show all		 Dyehouse effluent (process) Color removal EC 84% vs MBR 91%; Energy EC -22% vs MBR Capex/operational tradeoff; EC OPEX lower by 18% Improved effluent quality; resource tradeoffs analyzed Peer-reviewed Feb 2, 2026
30 researchgate.net Supplier Audit Scorecard Correlations with Material Quality in Asia-Pacific Mills N. Chandra; P. Hussein
Analysis of 120 supplier audits shows positive correlation between audit score and material defect rates; top-quartile suppliers had 0.4% defect incidence vs 1.6% overall.
... show all		 Supplier-sourced fabrics (various) Defect incidence top-quartile 0.4% vs avg 1.6% Audit program cost $900/site annually Better supplier practices reduce waste Technical report Feb 1, 2026
Looking for more? Great news − this is just a small sample. Jsonify production workflows process anywhere from tens of thousands to millions of real data rows per run!
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Radar continuously monitors your selected web sources and alerts you the moment something changes. +7

New Research Article
Recent change
New Research Article 5m ago
Sustainable Textiles Innovations new article published
sciencedirect.com
Competitor Innovation Alert
Recent change
Competitor Innovation Alert 5m ago
XYZ Textiles launched new eco-friendly fabric
forbes.com
Material Price Change
Recent change
Material Price Change 12m ago
Recycled Polyester price increased by 15%
statista.com
Material Availability Update
Recent change
Material Availability Update Yesterday
Organic Cotton now available from new supplier
fabriclink.com
Missing Innovations Data
Recent change
Missing Innovations Data 2m ago
Innovation Reports data gaps identified
researchgate.net
Add Alert All these alerts are fully customizable once a pilot begins.

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