MaMeeFarm™ Data Maturity Assessment 2025 — From Proof-of-Life to Proof-of-Work
Subtitle: A global reference for Real-Work Data Systems built in Lampang, Thailand
Last updated: 2025-11-08
Introduction
In a world increasingly shaped by AI, MaMeeFarm™ shows how real human labor can become verifiable digital assets through a Proof-of-Work Farm Data System. Each day’s work—feeding ducks, collecting eggs, planting lemongrass—forms a living, traceable dataset that connects the physical and digital worlds under an open license (MMFARM-POL-2025).
This assessment summarizes MaMeeFarm’s data maturity, technical architecture, global alignment, and roadmap. It is intentionally theme-agnostic for Blogger—paste and publish.
Data Maturity Framework — MMFARM-DMF-2025
Five progressive levels inspired by OECD, ISO, WEF, and World Bank frameworks:
| Level | Title | Definition | Status |
|---|---|---|---|
| 1 | Raw Evidence | Real-world proof exists (images, audio, logs). | Completed since 2024 |
| 2 | Organized Documentation | Structured files, timestamps, consistent folder hierarchy. | Stable |
| 3 | Verifiable Structure | Linked via GitHub, IPFS, and blockchain. | Active |
| 4 | Structured Proof System | Data valuation with MaMeeFarm Proof Index (MPI) + License. | Current Stage (2025) |
| 5 | Interoperable Global Standard | Ready for AI lab and policy integration. | In progress (Target: 2027) |
Overall Score: 86.6 / 100 — Structured Proof Stage
Technical Architecture
- Physical Proof Layer: Real videos/photos from the farm — TikTok @MaMeeFarmOfficial
- Metadata Layer: Time, temperature, GPS, and “Spirit” tags — manifests on GitHub
- Digital Proof Layer: Commit IDs, IPFS CIDs, Polygon TxHashes — PolygonScan
- Valuation Layer: MaMeeFarm Proof Index (MPI) — calculator & rubric on GitHub
- License & Governance: MMFARM-POL-2025 + CC BY-NC 4.0
MaMeeFarm Proof Index (MPI)
MPI measures the structural value of Real-Work Data. Core formula:
MPI = (T × C × V × E)1/4, where
T=Truth, C=Continuity, V=Verifiability, E=Effort (each 0–100).
Data Value extension:
Data_Value = MPI × (1 + ln(Network_References)) × Effort_Weight.
NFT metadata may embed MPI and links to on-chain proofs.
Explore living assets: OpenSea — MaMeeFarm: Seed of Hope.
Global Benchmark Alignment
- OECD Data Governance 2024: High traceability & labor-data rights alignment.
- ISO 8000: Data quality & provenance structure.
- WEF Data Value Framework: Real-Work valuation via MPI.
- World Bank D4D: Field-level traceability for rural labor.
- EU Ethical AI Dataset: Human-verified, licensed data.
Roadmap 2026–2030
- 2026: MaMeeFarm API + Proof Sync Automation for GitHub ↔ Polygon ↔ IPFS.
- 2027: OECD/ISO endorsement for MPI → Level 5 maturity.
- 2028: Global Dataset Hub for networked farms.
- 2029–2030: Integration with ethical AI finance & DeFi.
Official Links
- 🐣 NFT Collection: OpenSea
- 💻 System Repos: GitHub
- ⛓ On-chain Records: PolygonScan
- 📜 License: MMFARM-POL-2025 (Proof-of-Work License)
- 🎬 Daily Proofs: TikTok @MaMeeFarmOfficial
From Lampang to the World
Built in Lampang, Thailand, MaMeeFarm™ proves that Thai ingenuity can set a global standard for ethical, verifiable data. Every egg, every sunrise, every effort is counted — and the world can verify it. ภูมิใจในไทยแลนด์ 🇹🇭