AIMAS role in DeTrack

DeTrack is the foundational, physical-asset access and audit layer for AIMAS. In this role DeTrack provides not only verified measurements but also secure, auditable channels for action execution (actuation) on physical assets. AIMAS builds a distributed intelligence layer on top of DeTrack to enable autonomous, cooperative decision-making across households, facilities, and communities.

Summary and relationship to DeTrack:

• AIMAS implements a network of autonomous AI agents running at different scales: device-level (local), gateway/facility-level, worker/community-level, and regional/system-level.
• Agents observe telemetry and provenance provided by DeTrack Gateways and Workers (signed Merkle roots, historical telemetry, action logs) and make decisions using reinforcement‑learning (RL) based policies to optimize long‑term objectives (cost, self‑consumption, emissions).
• DeTrack Gateways expose authenticated measurement and control APIs; Workers and smart contracts provide verified proofs, authorization records (Device NFTs, PowerPass/subscriptions), and economic primitives (staking, rewards).

Capabilities AIMAS adds to the stack:

• Autonomous optimization: RL agents learn policies to minimize cost, maximize self‑consumption, or reduce emissions.
• Cooperative coordination: Agents negotiate and coordinate across households and communities to balance supply/demand and schedule flexible loads (EV charging, battery dispatch).
• Action execution & verification: Agents request actions through Gateways (e.g., start/stop charging, adjust setpoints). Gateways enforce local policies and on‑chain permissions; actions are logged, signed, and can be anchored by Workers for audit.
• Trust‑minimized communication: Critical agent intents, authorizations, and dispute evidence can be anchored on‑chain (or via Worker proofs) for accountability and dispute resolution.

Example data & action flow with AIMAS:

1. Devices publish measurements to the local DeTrack Gateway.
2. Gateway forwards aggregates to assigned Worker; Worker publishes signed Merkle roots on‑chain.
3. A local AIMAS agent observes telemetry and computes an action (e.g., defer EV charging).
4. Agent submits action request to the Gateway; Gateway verifies agent identity and on‑chain authorization (PowerPass/subscription) before execution.
5. Gateway returns signed action execution proof; Worker may include action logs in subsequent proof batches for auditability.

Security & accountability:

• Device NFTs and subscription contracts define which agents/wallets may request actions on a device.
• Measurements, Merkle roots, and action logs are signed and can be anchored on‑chain for tamper‑evident audit trails.
• Gateways and Workers validate signatures and permissions before executing or recording actions.

Integrating AIMAS transforms DeTrack from a passive measurement registry into an active, verifiable control fabric for decentralized energy orchestration.