Overview
Verification Infrastructure for the Physical World
Envorum is a decentralized Physical AI (DePAI) infrastructure designed to bridge the "Ground Truth Gap" between real-world physical events and digital data/asset markets.
We provide the core technology to digitize, verify, and monetize physical data. By combining a proprietary AI-forensics system with a hybrid fintech architecture, Envorum serves as the Verification Layer for two global sectors:
Physical AI & RLHF: High-fidelity data collection for training autonomous systems, computer vision, and robotics.
Asset Verification & ESG: Transparent, programmatic auditing of physical assets and environmental obligations with cryptographic proof-of-impact.
Envorum solves the "Trust Crisis" by acting as an intelligent clearinghouse, ensuring that every capital investment is backed by a verified, measurable result in reality.
Technical Stack: Envorum functions as a trust protocol for the physical world, utilizing Google Cloud AI high-performance compute for verification and blockchain technology for immutable data attestation and reputation.
1. Ecosystem Architecture
The system is built on a modular three-layer model designed for institutional-grade reliability and scalability.
📡 Layer 1: Data Acquisition (Physical RLHF)
We implement the "Human-as-a-Sensor" model, creating a global Reinforcement Learning from Human Feedback (RLHF) network.
Ground Truth Network: A distributed network of agents (Scouts) populating a global Big Data repository in real-time.
Dynamic Intelligence Map: Utilizing Google Maps API and H3 Grid for hyper-local spatial indexing.
AI Training: Users generate labeled datasets for object recognition (waste morphology, soil degradation, infrastructure status) used to train Physical AI models.
🛡️ Layer 2: Compliance & Identity
To support institutional-scale financial flows, Envorum integrates professional identity standards.
Verified Agents (KYC): Mandatory identity verification via Sumsub for all reward recipients, eliminating fraud and ensuring accountability within the human oracle network.
Corporate Identity (KYB): Full verification for organizations and NGOs, enabling them to manage dedicated funding pools in accordance with legal requirements.
🤖 Layer 3: The Truth Pipeline (Verification Engine)
The guarantor of "Clean Data." Envorum operates on a "verify-before-settle" protocol.
AI-Arbiter: Multi-modal agents (powered by Gemini ) analyze incoming physical reports.
Validation Criteria: Analysis of landscape geometry, metadata integrity check, and generative AI detection (Deepfake prevention).
Finality: Only a verified physical action triggers a financial transaction, ensuring zero leakage of funds.
2. Financial Orchestration (Programmatic Trust)
Envorum introduces Dual-Pool Architecture, a programmatic escrow system that protects client capital and ensures 100% fund utilization efficiency.
Operational Pool: Liquidity for process enablement (inventory, logistics, transport). Funds are unlocked upon reaching a Soft Cap for immediate field deployment.
Reward Pool: Funds are held in Escrow and paid to contributors (volunteers, scouts) only after successful AI-Verification of the result.
Capital Protection: If the physical outcome is not verified or the data is found to be fraudulent, funds are automatically returned to the sponsor or investor.
3. Market Sectors
The Envorum infrastructure is scalable to any industry requiring proof of physical state:
Physical AI Training: Providing unique, verified datasets for urban robotics and autonomous monitoring.
Corporate Auditing: Replacing high-cost manual inspections with a low-cost network of verified scouts and AI-validation.
Asset Verification: On-the-ground auditing for tokenized real estate, forestry, and carbon sequestration projects.
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