Building India's Food Supply Chain
dFarm Insights Series
Building India's
Food Supply Chain
From fragmented smallholder farms to structured, traceable, globally competitive Agri-value chains — a seven-chapter exploration of how India's food system works and where the transformation begins.
7 Chapters · May 2026 · dFarm Insights · India Agrifood
India's Agrifood Value Chain — Farm to Global Market
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01
Farm Gate
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02
Aggregation
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03
Standardisation
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04
Primary Processing
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05
Cold Chain
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06
Distribution & D2C
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07
Global Export
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Chapters 1–4 cover farm-side operations · Chapters 5–7 cover market-side operations
Contents
- The Foundation — India's Farm Structure
- Aggregation & Sourcing Models
- Standardisation at Source
- Primary Processing at Origin
- Cold Chain & Storage
- Distribution, D2C & Wholesale
- Global Export & AIMS™ Marketplace
Chapter 01
The Foundation — India's Farm Structure
#dFarm Insights | Building India's Food Supply Chain
India's food supply chain feeds over 1.4 billion people domestically and supplies agricultural products to more than 100 countries worldwide. It supports nearly 45% of the country's workforce and contributes roughly 15–18% to India's GDP. It is one of the largest and most complex agricultural ecosystems in the world. Yet, long before goods reach factories, warehouses, retail shelves, or export containers, the system begins at a much simpler point. It begins on the farm.
And in India, the structure of farms shapes everything that follows. More than 80% of Indian farmers operate on landholdings smaller than two hectares. These small and fragmented plots form the first and most critical layer of the supply chain. Unlike large, consolidated farming systems seen in some global markets, India's agricultural base is highly distributed. Production is spread across millions of farmers, regions, and cropping patterns. This fragmentation defines how the entire supply chain functions. It directly impacts:
- Scalability — Aggregating meaningful volumes requires coordination across hundreds or thousands of farmers.
- Quality consistency — Variations in soil, practices, inputs, and harvesting methods create uneven output.
- Standardisation — Uniform grades, moisture levels, and specifications do not happen automatically; they must be built deliberately.
- Market access — Small farmers often depend on local traders, with limited visibility into broader demand or pricing trends.
However, fragmentation is not only a challenge. It is also an opportunity. Small farms enable crop diversity, regional specialisation, and year-round production across geographies. With the right systems in place, distributed production can become a competitive advantage.
Strong aggregation networks, organised farmer clusters, transparent pricing mechanisms, and clearly defined quality parameters can convert fragmented supply into structured, reliable output. This is where supply chain design becomes critical.
When sourcing is organised at the farm level — through cluster-based procurement, digital traceability, input advisory, and standardised post-harvest processes — downstream operations improve significantly. Processors receive consistent raw material. Working capital cycles become predictable. Rejections reduce. Export compliance becomes easier. Margins stabilise.
◆ Key insight
The strength of India's food supply chain is determined not in the factory, but at the farm gate. At dFarm, we believe that understanding this foundational layer is essential for anyone building in agri-processing, exports, or branded food. If the foundation is fragmented and unmanaged, inefficiencies multiply downstream. If the foundation is structured and standardised, scale becomes possible.
#FoodSupplyChain #SupplyChain #FoodProcessing #AgriTech #IndiaAgriculture
Chapter 02
Aggregation & Sourcing Models
#dFarm Insights | Building India's Food Supply Chain
If production is scattered across millions of small farms, how does the supply chain actually collect, organise, and move this produce toward processors, brands, and global markets? The answer lies in aggregation and sourcing models.
Aggregation is the process of bringing together produce from multiple farmers so that it can move through the supply chain in meaningful volumes. Without aggregation, it is almost impossible for processors, exporters, or large buyers to build reliable sourcing systems. In India, aggregation typically happens through several models:
Four Primary Aggregation Models
Local traders & mandis
Traditional intermediaries collecting produce from farmers and supplying it further into the market. Decades of operational depth — but often leads to fragmented quality, price inefficiencies, and limited transparency for both farmers and buyers.
Farmer Producer Organisations (FPOs) & cooperatives
Farmer groups that organise into clusters to pool produce, negotiate better prices, and standardise practices. When managed well, these structures help small farmers participate in larger supply chains.
Direct sourcing networks
Modern processors and agri companies building direct procurement systems — working closely with farmer clusters, providing quality specifications, and organising procurement at the source. Improves traceability, consistency, and long-term relationships.
Digital & platform-driven aggregation
Technology platforms connecting farmer clusters with processors and exporters — improving price discovery, enabling better data flow, and bringing transparency across the supply chain.
Each sourcing model has advantages and limitations. The real challenge is not just collecting produce, but doing so in a way that ensures three critical outcomes:
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Quality
Consistent across batches
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Volume
Reliable at scale
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Supply
Predictable year-round
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Without these, downstream operations become inefficient. Processing units face irregular input supply. Working capital cycles become unstable. Export commitments become harder to manage.
Aggregation is not simply about logistics. It is about building structure at the first mile of the supply chain — creating stability for farmers, processors, buyers, and global partners alike.
dFarm Approach
At dFarm, we believe aggregation is one of the most important building blocks in strengthening India's food supply chain. Organising supply at scale — through the AIMS™ platform — is what enables small farm production to connect with structured processing systems and global markets.
#Agriculture #FoodSupplyChain #AgriBusiness #FoodProcessing #AgriTech #IndiaExports
Chapter 03
Standardisation at Source
#dFarm Insights | Building India's Food Supply Chain
Aggregation brings produce together. But even when supply is organised, a critical challenge remains: How do you ensure that what is sourced meets consistent quality standards? This is where standardisation at source becomes essential.
In most agricultural supply chains, variability begins at the farm level. Differences in soil conditions, farming practices, harvesting methods, and post-harvest handling lead to wide variations in output. Moisture levels, size, colour, residue levels, and overall quality can differ significantly across batches. Without standardisation, this variability flows downstream — processors face higher rejection rates, production planning becomes inefficient, and export compliance becomes harder to achieve.
What Standardisation at Source Involves
- Defining quality specifications early — Setting clear benchmarks for parameters such as moisture, grade, size, and permissible limits.
- Aligning farmers and suppliers — Ensuring that farmers and aggregation partners understand and work towards these specifications.
- Improving post-harvest practices — Introducing better sorting, grading, drying, and handling processes at or near the source.
- Building basic infrastructure at the first mile — Primary processing units, collection centres, and quality checkpoints.
Standardisation shifts the mindset from reactive quality control to proactive quality assurance. Instead of identifying defects at later stages, the system is designed to prevent them at the beginning.
When standardisation is built into sourcing, the entire supply chain becomes more efficient. Processors receive uniform raw material, reducing operational variability. Quality becomes predictable. Rejections and wastage reduce significantly. Export readiness improves with easier compliance to global standards including FSMA 204, GlobalG.A.P., and APEDA requirements.
dFarm Approach
At dFarm, our on-ground teams engage closely with farmer clusters and sourcing partners to align them on clearly defined quality parameters and improved post-harvest practices. By combining on-ground execution with AIMS™ technology-led quality systems — including QR traceability from farm level — we ensure that aggregated supply is not just scalable, but consistent and process-ready from the start.
#Standardisation #QualityControl #FoodSafety #AgriTech #Traceability #FSMA204
Chapter 04
Primary Processing at Origin
#dFarm Agri Insights | Building India's Agrifood Value Chain
Even with standardisation in place, a critical structural gap persists — most agrifood produce still leaves the farm in a largely raw and unprocessed form. This early-stage gap has a disproportionate impact on the rest of the value chain.
Primary processing at origin is often viewed as a basic operational step involving sorting, grading, cleaning, or drying. However, its role is far more foundational. It is the first stage where agrifood output begins to shift from an unstructured raw material to a more controlled and usable input for downstream processing and manufacturing systems. It is also the first point where variability in quality can be meaningfully reduced.
◆ Structural gap
A significant portion of produce still moves out of farm clusters without any form of structured primary processing. As a result, processors and manufacturers spend considerable effort correcting input inconsistencies — rather than focusing on innovation, efficiency, or product development. This creates a reactive mode that constrains the entire system.
When primary processing is shifted closer to the point of origin, raw material enters the supply chain in a more stable and structured form, reducing variability before it reaches manufacturing systems. This improves predictability, reduces wastage, and enables more efficient planning across processing and production stages.
The more effective model is one where primary processing is designed as part of a continuous value chain rather than a standalone activity.
Sourcing decisions, early-stage processing, and manufacturing requirements must be aligned from the beginning.
As this approach evolves, agrifood supply chains function less as fragmented stages and more as integrated product systems. Farmers become part of structured input networks. Aggregation becomes quality-led rather than purely volume-driven. Manufacturing becomes more predictable. Product development becomes faster and more consistent.
dFarm Approach
At dFarm, this integrated approach spans structured sourcing, primary processing, and pre-processed ingredient categories to reduce variability early in the agrifood value chain. Raw materials are primarily processed and handled close to origin — through our Chittoor, Andhra Pradesh infrastructure — ensuring consistent quality, better shelf life, and alignment with downstream manufacturing needs. Pre-processed and semi-processed materials are designed to align with manufacturing requirements, reducing downstream corrections and ensuring more consistent final product outcomes.
#FoodProcessing #ValueChain #AgriProcessing #MadeInIndia #SupplyChain
Chapter 05
Cold Chain & Storage
#dFarm Agri Insights | Building India's Agrifood Value Chain
Once produce has been aggregated, standardised, and primary-processed at origin, the next critical challenge is how it is preserved, stored, and moved — without losing the quality that has been built so carefully at the farm level. This is the domain of cold chain and storage infrastructure.
India loses an estimated 15–18% of its total agri-produce to post-harvest losses every year. For perishables such as fresh mangoes, tropical fruits, and processed pulp, this figure can be even higher. The core driver of this loss is not poor production — it is the gap between production and structured cold chain infrastructure. Without adequate temperature-controlled handling, even high-quality, well-standardised produce deteriorates before it reaches the processor, retailer, or export container.
Why Cold Chain Is a Strategic Infrastructure Layer
Cold chain is not merely a logistics function. It is a quality preservation system that determines whether the value created upstream — at the farm, in aggregation, and during primary processing — reaches the buyer intact. The moment temperature control breaks down, so does the quality premium. This is why processors, exporters, and institutional buyers increasingly treat cold chain capability as a non-negotiable sourcing requirement.
◆ Key insight
India's cold storage capacity remains significantly underdeveloped relative to its agricultural output. Only a fraction of perishable produce passes through formal cold chain infrastructure. This represents one of the largest structural gaps — and therefore one of the largest opportunity areas — in India's agrifood system.
The Components of an Effective Cold Chain
- Pre-cooling at origin — Removing field heat from fresh produce immediately after harvest is the most critical first step. Pre-cooling units at farm cluster level or primary collection points dramatically extend shelf life and preserve quality.
- Cold storage & warehousing — Temperature-controlled storage facilities near production zones allow supply to be held and released to market in a planned, structured manner — rather than in distress-sale cycles immediately post-harvest. This is the foundation of Warehouse Receipt Finance (WRF) — inventory held in verified cold storage serves as eligible collateral for working capital financing.
- Refrigerated transport — Reefer vehicles and containers ensure temperature continuity from storage to processing unit, distribution point, or export hub. A break in the cold chain at any point in transit can compromise the entire batch.
- Export consolidation cold rooms — At port or export staging facilities, temperature-controlled consolidation centres allow mixing and matching of produce from different origins, compliant with APEDA and destination country phytosanitary standards.
- Digital monitoring & traceability — IoT-based temperature sensors, GPS tracking, and AIMS™ platform integration provide real-time visibility into cold chain conditions — allowing immediate corrective action if temperature excursions occur and generating the data trail required for export compliance.
Cold chain infrastructure is not just an operational investment. It is a value-protection system — preserving the quality premium built at the farm and enabling the price realisation that makes the entire supply chain viable.
Cold Chain & Warehouse Receipt Finance (WRF)
One of the most powerful intersections in the agrifood value chain is where cold chain infrastructure meets supply chain finance. When produce is stored in a verified, temperature-controlled warehouse, it becomes eligible for Warehouse Receipt Finance — a mechanism that allows farmers, FPOs, and traders to borrow against warehoused inventory rather than selling at distress prices immediately after harvest.
This has transformative effects on the value chain. Farmers gain the ability to hold inventory and sell when prices are favourable. Processors gain access to year-round supply rather than being forced to procure everything in a narrow seasonal window. Exporters can plan shipments against confirmed inventory without rush-purchasing in peak season.
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15–18%
Post-harvest loss in India annually
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WRF
Inventory as collateral for working capital
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AIMS™
Real-time cold chain monitoring & traceability
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FSMA 204
Digital temp logs required for US FDA compliance
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dFarm Approach
At dFarm, cold chain infrastructure and Warehouse Receipt Finance integration are core components of the AIMS™ platform. Our IoT-enabled temperature monitoring, GPS-tracked logistics, and digital warehouse receipt systems ensure that cold chain data flows seamlessly into traceability records — supporting both operational quality control and financial institution requirements for WRF disbursement. For our mango value chain anchored in Chittoor and extending to Guinea-Bissau and Zimbabwe, cold chain is the infrastructure that makes global export viable.
#ColdChain #PostHarvestManagement #WarehouseFinance #WRF #FoodLoss #AIMS #AgriFintech
Chapter 06
Distribution, D2C & Wholesale
#dFarm Agri Insights | Building India's Agrifood Value Chain
With supply structured, standardised, processed, and preserved through cold chain, the next critical question is: how does this produce reach the consumer, the processor, and the institutional buyer? This is the domain of distribution — and it is undergoing a fundamental transformation in India.
For most of India's agricultural history, distribution has been the exclusive domain of the traditional wholesale trade. Mandis, commission agents, regional distributors, and local traders formed the backbone of how agri-produce moved from storage points to retail markets. While this system provided reach, it also introduced multiple layers of intermediation — each adding cost, time, and opacity to the supply chain. The result was a system where farmers received a fraction of the final consumer price, and buyers had limited visibility into the origin and quality of what they were purchasing.
The Shift: From Traditional Wholesale to Multi-Channel Distribution
The distribution landscape for agri-produce in India is now evolving rapidly across four channels — each with distinct economics, buyer profiles, and quality requirements:
Traditional Wholesale & Mandis
Still the dominant volume channel, particularly for commodity produce. High volumes, fast turnover, but thin margins and limited traceability. Relevant for bulk mango, pulp, rice, and spice movement.
B2B Institutional Supply
Direct supply to food processors, hotels, restaurants, caterers (HORECA), airlines, hospitals, and food manufacturing companies. Requires consistency, volume commitments, documentation, and reliable lead times. Higher value per transaction, longer relationship cycles.
Modern Trade & Organised Retail
Supermarket chains, hypermarkets, and organised retail require graded, packaged, labelled, and traceable produce. Increasingly demanding FSSAI compliance, QR traceability, and product certifications. Premiums for verified, quality-assured produce are significant.
Direct-to-Consumer (D2C)
Online platforms, subscription boxes, and farm-direct models connecting producers or brands directly with end consumers. Commands the highest margin premium — consumers pay for verified origin, freshness, and traceability. Fastest-growing channel for premium agri-products in India's urban markets.
Why D2C Is a Strategic Priority for India's Agrifood System
Direct-to-Consumer distribution is not simply a sales channel — it is a brand and trust-building mechanism. When a consumer receives a box of Kesar mangoes with a QR code that tells them the orchard it came from, the farmer who grew it, the date it was harvested, and the cold chain temperature it was maintained at throughout transit, they are not just buying a mango. They are buying a traceable, verified, premium food experience.
The D2C model transforms agri-supply chains from commodity businesses into branded food businesses. Traceability is the foundation of the premium — and AIMS™ QR is the mechanism that makes traceability consumer-visible.
This premium matters enormously. Commodity mango prices at a wholesale mandi may be ₹30–50 per kg. Premium D2C prices for the same variety, with verified origin and traceability, regularly command ₹150–300 per kg in urban Indian markets and significantly more in international premium retail. The entire supply chain from farmer to consumer captures this premium when distribution is structured correctly.
Subscription, Loyalty & Repeat Purchase Models
For agri-produce with defined seasonal availability — such as Alphonso and Kesar mangoes — subscription and pre-booking models have proven particularly powerful. Consumers pre-book seasonal allocations, guaranteeing demand visibility for the supply chain and enabling precision procurement planning. Loyalty programmes, referral incentives, and direct brand-building through QR-enabled product storytelling drive repeat purchases and reduce customer acquisition costs significantly over time.
◆ dFarm competitive advantage
dFarm's AIMS™ platform embeds QR traceability at every product unit level — creating the digital foundation for D2C brand building, export compliance, and consumer trust at scale. The 'Powered by dFarm' QR label enables any buyer, retailer, or consumer anywhere in the world to verify the origin, quality, and journey of the product they are purchasing. This is the differentiation that converts a commodity into a brand.
dFarm Approach
At dFarm, our distribution strategy spans all four channels — wholesale aggregation for volume, B2B institutional supply for HORECA and food processors, organised retail for branded traceable produce, and D2C for premium consumer markets. AIMS™ marketplace connects sellers and buyers across these channels on a single digital platform — enabling real-time price discovery, order management, fulfilment tracking, and supply chain finance. Our target is to progressively shift the mix toward higher-margin D2C and B2B channels as AIMS™ platform adoption scales across the mango value chain and beyond.
#D2C #FoodDistribution #HORECA #AgriCommerce #DirectToConsumer #DigitalMarketplace #Traceability
Chapter 07
Global Export & AIMS™ Marketplace
#dFarm Agri Insights | Building India's Agrifood Value Chain
The final — and in many ways the most transformative — stage of India's agrifood value chain is global export. It is where the work of every upstream layer is tested: the quality of farm-level sourcing, the consistency of standardisation, the efficiency of cold chain, and the credibility of traceability all converge at the export gate.
India's agricultural export sector generated approximately $49.6 billion in 2022-23 and continues to grow, with the country supplying agri-produce to more than 100 countries. Yet the vast majority of this export potential — particularly in fresh produce, processed ingredients, and traceable specialty products — remains unrealised. The gap between India's production potential and its export realisation is not a quality problem. It is a structural problem: fragmented supply chains, inadequate cold chain, limited digital documentation, and the absence of a technology layer that connects Indian producers directly with global institutional buyers.
◆ Global market opportunity
The global mango market alone is valued at over $72 billion and growing at 8.1% CAGR through 2030. Kesar mango overtook Alphonso as the most popular Indian variety in the USA in 2025. FSMA 204-compliant digital traceability is now mandatory for food exports to the United States — and AIMS™ is designed from the ground up to generate this compliance data automatically.
What Makes an Agri-Export Viable at Scale
- Regulatory compliance — Every destination market has distinct import regulations. The US FDA requires FSMA 204 digital traceability. The EU has maximum residue level (MRL) standards. APEDA governs India's export documentation. Meeting these requirements requires not just physical quality — it requires documented, digital evidence of the entire supply chain.
- Consistent volumes — International buyers — importers, retailers, food processors — require reliable, contracted supply. Spot purchasing is the exception. Long-term contracts require supply chain partners who can guarantee volume, quality, and delivery timelines across seasons.
- Competitive pricing — Indian agri-produce competes globally on quality-adjusted price. Exporters who can reduce post-harvest losses, optimise cold chain costs, and aggregate supply efficiently are systematically more competitive than those who cannot.
- Traceability infrastructure — The global premium food market has moved definitively toward provenance-verified, traceable products. QR-enabled chain of custody from farm to shelf is no longer a differentiator — it is rapidly becoming a minimum requirement in premium retail globally.
- Phytosanitary & food safety certification — GlobalG.A.P., APEDA, HACCP, and destination-country phytosanitary certificates must accompany every export shipment. Digital integration of these certifications with supply chain data reduces documentation errors and processing time.
dFarm's Global Market Strategy
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USA
Kesar mango #1 preference · FSMA 204 mandatory
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Middle East
Volume market · Halal cert · HORECA demand
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Europe
MRL compliance · Organic premium · ESG-conscious retail
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Africa
Guinea-Bissau & Zimbabwe anchor · WRF-backed supply
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dFarm's global export strategy is built around five product categories in the near-to-medium term: fresh GI-tagged mangoes, mango pulp and processed products, cashew kernels from Guinea-Bissau, tamarind pulp from Chittoor, and residue-free spices from the Guntur belt. Each category is deployable on the AIMS™ platform with the same technology infrastructure — QR traceability, WRF, FPO onboarding, and digital compliance documentation.
The AIMS™ Global Marketplace — Connecting Producers to the World
The AIMS™ (Agriculture Information Management System) marketplace is dFarm's core platform for connecting Indian agri-producers directly with global institutional buyers — eliminating the multiple layers of intermediation that have traditionally consumed the margin premium from producer to end buyer. The platform operates on a blended fee model:
| Revenue source | Platform fee |
|---|---|
| AIMS™ Technology Fee (traceability, compliance, WRF integration) | 3.28% |
| Sales & Marketplace Transaction Fee | 5.00% |
| Total dFarm Blended Platform Fee on GMV | 8.28% |
This fee model is fundamentally different from traditional commodity trading margins. It is a technology service fee — charged on the value of transactions flowing through the platform regardless of whether dFarm is a buyer, seller, or purely a platform facilitator. This distinction matters enormously for valuation: platform fee revenue at 8.28% GMV commands significantly higher valuation multiples than commodity trading margin at 1–3% GMV.
The 'Powered by dFarm' QR label on any product — mango pulp, cashew kernel, spice, or rice — tells the global buyer that what they are purchasing is traceable, AIMS™-verified, and backed by a digital supply chain they can audit. This is the trust infrastructure that converts Indian agri-produce into a globally trusted brand.
AIMS™ Commission Structure for Technology Partners
Beyond the marketplace transaction fee, dFarm's AIMS™ platform generates revenue from licensing to third-party agri-businesses — processors, packhouses, warehouses, cooperatives, and marketplaces who adopt AIMS™ as their operating system:
- New AIMS™ License Sales — 25% commission on new license sales.
- Implementation Revenue — 10% commission on implementation and onboarding revenue.
- Eligible clients — Mango pulp processors, packhouses, warehouses and cold storages, cooperatives and FPOs, and marketplace companies across India and globally.
dFarm Approach
At dFarm, global export is not the end of the supply chain — it is the amplifier of everything built upstream. Every quality decision at the farm gate, every standardisation effort, every cold chain investment, and every AIMS™ traceability record ultimately finds its expression in what we can credibly offer global buyers: verified, traceable, sustainably sourced Indian agri-produce at competitive quality and price. Our global operations in India, Guinea-Bissau, and Zimbabwe — combined with the AIMS™ digital marketplace — position dFarm to build one of the world's leading integrated, technology-enabled agrifood value chain organisations.
#GlobalExport #AIMSMarketplace #IndiaExports #MangoExport #FSMA204 #Traceability #AgriTech #dFarm #FoodSupplyChain
About this series
Building India's Food Supply Chain is a seven-chapter insight series by dFarm, tracing the complete journey of Indian agrifood produce — from the first mile at the farm gate through aggregation, standardisation, primary processing, cold chain, domestic distribution, and global export — powered by the AIMS™ platform.
dFarm India | Vennar Digital Farm Pvt. Ltd. | dFarm Inc. | www.dfarminc.com May 2026
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