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MAPS®

Mapping Agricultural Production Systems

The Truth Layer of Food Finance: MAPS is the Institutional grade verification system and transparency engine for the DoughFi ecosystem, bridging physical production to digital capital.

How MAPS WorksMAPS Technical Paper

Integrity Dashboard

Live Feed

Total Verified Assets

$0

0%

Verification Sites

0

0%

On-Chain Proofs

0

0%

The $350 Billion Problem: Capital Can't Verify Food

Traditional (Trust-Based)

→

Farmer: "I planted 100 hectares"

Reality: Could be 50 hectares, could be zero

→

Verification:

None (trust the farmer)

Result

30-40% fraud rate globally

MAPS (Proof-Based)

→

Farmer: "I planted 100 hectares"

→

MAPS Provides:

  • • GPS boundaries + Satellite imagery
  • • 2,880 daily NDVI readings
  • • Oracle consensus
→

Verification:

Cryptographic proof (no human input)

Result

<1% fraud rate

What MAP Reveals

Complete Financial Transparency

Where Funds Were Deployed

  • •GPS coordinates (6.4567°N, 3.3890°E)
  • •Blockchain transaction hash
  • •Wallet addresses verified
Human input: ZERO

What Was Funded

  • •Seeds: Type, quantity, supplier (QR codes)
  • •Fertilizer: NPK composition, GPS delivery
  • •Labor: GPS-verified attendance
  • •Equipment: Rental logs, fuel consumption
Human input: ZERO

What Was Grown

  • •Crop type and variety
  • •90-day NDVI progression
  • •259,200 sensor readings
  • •Actual yield measured
Human input: ZERO

Where It Was Grown

  • •Field coordinates (GPS beacons)
  • •Satellite-verified boundaries
  • •Soil conditions (NPK, moisture, pH)
  • •Weather data throughout cycle
Human input: ZERO

How It Was Stored & Transported

  • •Warehouse GPS location
  • •90-day environmental monitoring
  • •Transport route tracking (GISM)
  • •Temperature/humidity logs
Human input: ZERO

To Whom It Was Sold

  • •Buyer blockchain address
  • •Sale price (market verified)
  • •GPS delivery confirmation
  • •Payment settlement (smart contract)
Human input: ZERO

Lifecycle of a Verified Asset

Phase 01

Financing

Funds enter into MAPS, through the capital event ledger.

Phase 02

Collection

Continuous ingestion from IoT ground sensors and orbital satellite imagery.

Phase 03

Verification

AI-driven cross-referencing and multi-party validation signatures.

Phase 04

Tokenization

Minting immutable digital twin identities on the DoughFi blockchain.

Phase 05

Liquidity

Assets are bridged to the exchange for institutional capital routing.

Phase 06

Rinse & Repeat

Liquidity is reinvested into the system

Five Integrated Systems. One Complete Solution.

The Technical Core

🌾

AIM: Agricultural Investment Monitoring

The Competitive Advantage

Field-level production monitoring with dual-track: Physical sensors + Financial blockchain. Cryptographically links money spent → physical proof.

2,880 readings/day259,200 data points/90-day cycle<1% fraud rate
📦

WVM: Warehouse Verification Module

Post-Harvest Storage Proof

Verifies inventory weight, quality, environmental conditions. Eliminates warehouse receipt fraud (20-30% of paper receipts fake). Enables RWA token minting after 90-day clean storage.

8,640 readings/day±0.5% weight accuracy90-day clean storage for RWA
🐟

MVM: Maritime Verification Module

Open Ocean Aquaculture

Verifies fish farming production in open ocean. Extends MAPS to $250B global aquaculture industry. Enables RWA tokenization of fish harvests.

Water quality every 15 minDaily fish count$250B industry coverage
🚚

GISM: Global Integrated Shipment Module

In-Transit Tracking

Tracks agricultural goods during transport (road, rail, coastal). Provides GPS + seal integrity + environmental monitoring. Closes custody gap between warehouse and destination.

5-15 min GPS updatesContinuous seal integrityComplete chain of custody
✈️

AFM: Air Freight Module

High-Value Perishables

Tracks premium agricultural products in air transit. Provides complete chain-of-custody for exports. Verifies cold chain compliance.

Real-time trackingCold chain compliance10-30% premium value

Technical Pillars

Satellite Intelligence

Global monitoring with sub-meter accuracy to track production.

Blockchain Proof

Cryptographic truth that cannot be altered or fabricated.

Predictive Analytics

Forecasting market volatility based on verified supply data.

FAQsFrequently Asked Questions

We’ve answered Popular
Questions

We’ve answered the most common questions about MAPS and how it drives real value in our ecosystem.

Yes. All data collection is automated via sensors, satellites, and GPS. Oracles are decentralized nodes running software—no human submits or verifies data manually. Farmers interact only via the mobile app to trigger pre-defined workflows (like "harvest complete"), but the verification itself is fully automated.
No. Each sensor has a unique cryptographic key pair (ECDSA). Data is digitally signed at the hardware level and cannot be altered without detection. GPS coordinates are verified by multi-constellation satellites. Satellite imagery provides independent cross-verification. Any inconsistency causes oracle rejection.
For large commercial farms, variable costs are typically ~$250 per cycle, plus amortized infrastructure. For example: A $500,000 harvest incurs ~$500 in oracle fees (0.10%) Total variable costs ≈ $700 per cycle Infrastructure costs depend on scale and deployment structure and are often financed or distributed across multiple production cycles.
MAPS uses multi-spectral cameras at ground level as the primary data source. Satellites provide cross-verification but are not the only source. Weather data is also correlated with growth patterns. Oracle consensus requires multiple independent data streams to agree, so temporary cloud cover doesn't block verification.
No. While fraud reduction is a key benefit, MAPS is fundamentally a data and verification infrastructure layer for agriculture. It enables: - Verified harvest-backed financing - On-chain commodity validation - Real-time risk assessment - Transparent reporting for lenders and investors MAPS transforms farms into verifiable financial assets.
Yes. Sensors store data locally for up to 30 days. When Starlink connection is available (even briefly), data uploads. MAPS is designed for infrastructure-poor regions.
No. While initial pilots target 50-100 hectare operations for ROI efficiency, MAPS modules are scalable. Smallholder cooperatives (10-20 farmers pooling resources) can share sensor infrastructure. Targeting 1-2 hectare operations by Year 3.
Satellite-only (e.g. Planet Labs, Sentinel-2) provides imagery but cannot verify financial transactions, measure soil chemistry, or provide real-time ground truth. MAPS combines ground sensors + satellites + financial blockchain for closed-loop verification. Satellites alone show vegetation, but can't prove a farmer spent $2,000 on fertilizer.
Yes. MAPS supports all field crops (rice, wheat, soybeans, cotton), aquaculture (fish farming), and high-value perennials (coffee, cocoa). Each crop has calibrated NDVI growth curves and oracle verification parameters.
Three layers: (1) Commit-reveal cryptography (oracles can't see each other's votes), (2) Economic security (attacking costs more than gains), (3) Slashing (malicious oracles lose 100% of stake). See Section 9 of whitepaper for cryptoeconomic details.
Contact partnerships@doughfi.io. Initial onboarding requires KYC, insurance verification, and technical site survey. Pilot program participants receive subsidized hardware costs.

Still have questions?

Recent Verification Events

Event IDTypeStatus
#AF90..12COrbital VerificationSUCCESS
#BF22..05KIoT Sink SyncSUCCESS
#D933..88MYield AuditPENDING
#X812..99QIdentity ProofSUCCESS
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