Levee

Levee is an autonomous AI agent on Solana monitoring real-time landslide risk to automatically distribute instant USDC disaster relief to affected communities, ensuring transparent and rapid aid.

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  • 🌎 Mood Global Services
  • 0xBow.io
  • Dedaub
  • 🦾 Blockchain for Good Alliance (BGA)
  • AI Builders
  • Terna
  • solana

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Description

Levee

Autonomous Parametric Relief Agent for Hydrogeological Risk on Solana

1. Project Detailed Overview

When hydrogeological disasters strike, the most critical factor is the speed of financial aid. Traditional relief systems and insurance processes are notoriously slow, requiring weeks or months of damage assessment, bureaucratic approvals, and paperwork. This leaves affected families without the immediate liquidity needed for urgent necessities, temporary housing, and food.

Levee redefines disaster relief by introducing a parametric model powered by AI and Web3. Instead of evaluating damage post-facto (which is subjective and slow), Levee monitors objective physical triggers in real time.

The system leverages:

  1. AI-driven Risk Fusion: An AI model + LLM Agents that continuously ingests meteorological data (intensity/duration of rainfall), static soil susceptibility layers (slope, geology, land use), and soil moisture levels to predict landslide risks.
  2. On-Chain Oracles: Switchboard On-Demand feeds that push verified climate data and risk scores to the Solana blockchain securely via Trusted Execution Environments (TEEs).
  3. Autonomous Execution: A dedicated AI agent that monitors risks, interacts with blockchain programs, and automatically triggers payouts to affected communities within minutes of a threshold breach.

2. Track & Bounty Integration Details

Solana: Solana provides the high-performance, low-latency, and low-cost infrastructure necessary to orchestrate real-time, autonomous agent activities and micro-transactions.

  • Why Solana? Instant settlement and sub-penny fees allow the agent to distribute micro-payments directly to thousands of individual wallets simultaneously without eating into the relief fund.
  • Autonomous On-Chain Actor: Built using the Solana Agent Kit (SendAI), Levee is a first-class citizen on the blockchain. It holds its own cryptographic wallet, manages the liquidity vault, performs real-time risk evaluations off-chain, and programmatically signs and submits settlement transactions.
  • Anchor Framework: The core logic governing pre-registered thresholds, beneficiary registries, cooldown periods, and anti-fraud mechanisms is written securely in Rust using the Solana Anchor framework.

0xbow Privacy Pools:

  • What to build: Build a UI on top of privacy pools v2 (e.g., payroll, swaps/OTC, tx splitter, etc.).
  • The Privacy Challenge: In a public blockchain ledger like Solana, distributing relief funds directly to individual wallets exposes the transaction history and balances of vulnerable disaster victims. This violates their financial privacy and can expose them to security threats or predatory targeting.
  • The Levee Solution: Levee integrates Privacy Pools v2 as an autonomous, private transaction splitter/payroll protocol.
  • How it works: The AI agent manages a master USDC relief vault. When a disaster is triggered, instead of making public transfers, the agent deposits the funds into Privacy Pools v2. It then executes a private payroll/splitter routine, distributing shielded USDC to the registered wallets of affected citizens.
  • Compliance & Transparency: By leveraging zero-knowledge proofs (ZKPs), victims can withdraw their relief funds privately, proving their transaction originates from a legitimate disaster pool, while maintaining full public auditability of the aggregate relief funds distributed.

Blockchain for Good Alliance (BGA): The Blockchain for Good Alliance brings together projects leveraging blockchain to drive real-world, positive change. Levee natively aligns with BGA's core values:

  • Social and Environmental Impact: Directly supports and cushions vulnerable communities against climate-induced hydrogeological disasters (landslides, mudslides) through immediate financial aid.
  • Transparency and Accountability: Prevents administrative corruption and friction. Every pre-registered threshold, AI decision log, and transaction payload is immutably documented on-chain, proving exactly how and where relief funds were deployed.
  • Open Collaboration and Interoperability: Built on open-source frameworks (Solana Agent Kit, Switchboard Oracles, Privacy Pools v2), allowing researchers and developers to adapt the code for other regions or risks.
  • Scalable and Sustainable Solutions: The parametric model can scale globally to address other climate risks (e.g., floods, droughts, wildfires) at near-zero administrative costs.

3. Business Model Canvas (BMC)

We have mapped the strategic value flow of Levee below to demonstrate economic viability and operational alignment.

1. Key Partners• Data Partners: Environmental agencies (ARPA, ISPRA), satellite data providers (Copernicus).
• Web3 Infrastructure: Solana Foundation, Switchboard (Oracles), Privacy Pools v2 team.
• Distribution/Funding: Humanitarian NGOs, regional governments, insurance providers.
2. Key Activities• Real-time ingestion and cleaning of meteorological and soil data.
• Executing and refining the AI landslide risk estimation model.
• Managing the on-chain Anchor program vaults and executing private transaction splitting.
• Onboarding vulnerable municipalities/communities to the wallet registry.
3. Key Resources• AI & Data: Calibrated risk prediction models and historical land movement data.
• Codebase: Custom Anchor smart contracts (Rust), Solana Agent Kit script integration.
• Financial: Funded USDC relief pools.
• Human Capital: AI/Web3 developers, risk modelers.
4. Value Propositions• For Communities: Instant, private, and frictionless cash injections to survive the immediate aftermath of a disaster.
• For Donors/Governments: 100% transparent, corruption-free, and automated disbursement. Funds are guaranteed to be deployed only when physical thresholds are breached.
5. Customer Relationships• Automated & Trust-free: Programmatic payouts eliminate human bias, bureaucracy, or delays.
• Community-focused: Transparent dashboards detailing why payments were triggered, fostering trust.
6. Channels• Real-time public dashboard map.
• Direct push notifications (SMS/Telegram alerts) to registered users.
• Integration with local civil protection communication networks.
7. Customer Segments• Citizens in high-risk landslide zones (e.g., Campania region, Italy).
• Governments seeking transparent, efficient catastrophe funds.
• Reinsurance firms and corporate entities (like Terna) seeking infrastructure resilience.
8. Cost Structure• Technology: Oracle query costs, AI model hosting, and minimal Solana gas fees.
• Operations: User/community onboarding and technical auditing.
• Marketing/BD: Partnership development with public authorities and NGOs.
9. Revenue Streams• B2G & B2B Licensing: Charging utility companies or local governments a fee to deploy dedicated monitoring agents.
• Protocol Fee: A nominal management fee (e.g., 0.5%) charged on the capital managed within the USDC relief pools.

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