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MiGrid Product Roadmap

Version: 10.1.6 Last Updated: June 2026 License: Apache 2.0

Executive Summary

MiGrid is being developed across eight major phases spanning Q1 2025 through Q4 2026. The roadmap prioritizes foundational OT infrastructure first, followed by grid integration, market access, driver experience, enterprise scale features, and advancing into the newly established Layer 11 (ML Engine) for AI-powered optimization, global expansion, and advanced grid services.

Phase Version Quarter Focus Status
Foundation v1.0 Q1 2025 Physics verification, Energy Manager MVP ✅ Complete
Grid Integration v2.0 Q2 2025 OpenADR 3.0, Telematics bridges ✅ Complete
Market Access v3.0 Q3 2025 VPP aggregation, Wholesale markets ✅ Complete
Driver Experience v4.0 Q4 2025 Mobile app, Token ecosystem ✅ Complete
Enterprise Scale v5.0 Q1 2026 Commerce, Global markets ✅ Complete
Phase 6 AI & Optimization v6.0 Q2 2026 ML forecasting, Predictive analytics
Global Expansion v7.0 Q3 2026 Multi-tenant, International markets 📋 Planned
Advanced Grid Services v8.0 Q4 2026 Frequency regulation, Grid resilience 📋 Planned

Current Status (June 2026)

Features Complete: 82 In Progress: 2 Planned: 14

Overall Progress: 84%

Phase 1: Foundation (Q1 2025) ✅

Core infrastructure and physics verification

v1.0.0 — Genesis Release (January 2025) ✅

Layer Feature Description Status
L1 Physics Engine Core Variance calculation with <15% threshold ✅ Complete
L1 Vehicle Physics Database 2025 model specs (F-150 Lightning, Rivian R1T, Tesla Semi) ✅ Complete
L7 OCPP 1.6 Support Basic charger communication protocol ✅ Complete
L8 Energy Manager MVP Modbus load monitoring, basic DLM ✅ Complete

Key Deliverables:

  • services/01-physics-engine/ — PostgreSQL listener for charging session audits
  • Variance formula: |E_dispensed - (ΔSoC × BatteryCapacity)| < 15%
  • Modbus TCP/RTU integration for building load monitoring

v1.1.0 — Admin Portal Alpha (February 2025) ✅

Layer Feature Description Status
L5 Fleet Portal Web React + FluentUI admin dashboard ✅ Complete
L8 Live Site Energy Dashboard Real-time load visualization with Chart.js ✅ Complete
L10 Token Engine Foundation Kafka consumer, reward rules engine ✅ Complete

Key Deliverables:

  • apps/admin-portal-web/ — Vite + React 19 + FluentUI v9
  • Live Site Energy page with KPI cards and time-series charts
  • services/10-token-engine/ — Kafka consumer with Open-Wallet integration
  • Database migrations: drivers, driver_wallets, token_reward_rules, token_reward_log

Phase 2: Grid Integration (Q2 2025) ✅

OpenADR 3.0 and utility program connectivity

v2.0.0 — Grid Signal Release (April 2025) ✅ Complete

Layer Feature Description Status
L2 OpenADR 3.0 VEN Virtual End Node implementation per spec ✅ Complete
L2 Price Signal Ingestion Day-ahead and real-time pricing events ✅ Complete
L2 Demand Response Events Load shed, CPP, VPP event handling ✅ Complete
L7 OCPP 2.1 Flagship Native V2X, ISO 15118-20, and Smart Charging ✅ Complete

Technical Approach:

  • Implement OpenADR 3.0 VEN per 1_OpenADR_3.1.0_20250801.yaml spec
  • OAuth 2.0 client credential flow for VTN authentication
  • MQTT subscription for real-time event notifications
  • Event types: PRICE, SIMPLE, ALERT_GRID_EMERGENCY, IMPORT_CAPACITY_LIMIT

Key Integrations:

  • REST API polling and webhook subscriptions
  • MQTT broker connection for async notifications
  • JWT token handling for VTN authorization

v2.1.0 — Telematics Bridge (May 2025) ✅ Complete

Layer Feature Description Status
L1 Samsara Integration Real-time vehicle SoC via Fleet Admin API ✅ Complete
L1 Geotab Integration Telematics webhook ingestion ✅ Complete
L1 Fleetio Integration Asset mapping and driver assignment ✅ Complete

Technical Approach:

  • Fleet Admin API token-based authentication
  • Asset mapping: Vehicle ID → Driver → MiGrid system
  • Data ingestion: GPS, odometer, SoC, charging status
  • Webhook + polling hybrid for reliability

Phase 3: Market Access (Q3 2025) ✅

VPP aggregation and wholesale market bidding

v3.0.0 — VPP Aggregator (July 2025) ✅ Complete

Layer Feature Description Status
L3 Fleet Capacity Aggregation Real-time available kW/kWh calculation ✅ Complete
L3 BESS Integration Stationary storage coordination ✅ Complete
L3 Availability Forecasting ML-based vehicle availability prediction ✅ Complete

Technical Approach:

  • Aggregate available capacity: Σ(vehicle_soc × battery_capacity × availability_factor)
  • Safety constraint: Never discharge BESS below 20%
  • Time-series forecasting for vehicle return/departure patterns
  • Resource registration with ISO/RTO requirements

v3.1.0 — Market Gateway Alpha (August 2025) ✅ Complete

Layer Feature Description Status
L4 CAISO Adapter Day-ahead and real-time market bidding ✅ Complete
L4 PJM Adapter Regulation and capacity market integration ✅ Complete
L4 LMP Optimization Locational marginal pricing arbitrage ✅ Complete

Technical Approach:

  • Market interfaces: CAISO OASIS, PJM eDART
  • Bid types: Energy, regulation up/down, spinning reserve
  • Settlement: Automated invoice reconciliation
  • LMP optimization: Charge when LMP < threshold, hold/discharge when LMP > threshold

Phase 4: Driver Experience (Q4 2025) ✅

Mobile app and driver reward ecosystem

v4.0.0 — Driver App Launch (October 2025) ✅ Complete

Layer Feature Description Status
L5 React Native Mobile App iOS and Android driver interface ✅ Complete
L5 Smart Routing Optimal charging location recommendations ✅ Complete
L5 Voice Commands Hands-free charging session control ✅ Complete

Technical Approach:

  • apps/driver-app-mobile/ — React Native with Expo
  • Charger availability: Real-time OCPI location data
  • Route optimization: Factor in SoC, charger availability, pricing
  • Voice: Native speech recognition + command mapping

v4.1.0 — Reward Ecosystem (November 2025) ✅ Complete

Layer Feature Description Status
L10 Open-Wallet Integration Token minting and redemption ✅ Complete
L10 $GRID Token Launch ERC-20 on Polygon mainnet ✅ Complete
L6 Gamification Engine Leaderboards, achievements, bonuses ✅ Complete

Technical Approach:

  • Hybrid ledger: Private SQL (escrow) → Public blockchain (freedom)
  • Token minting: Only for physics-verified transactions
  • Fleet manager controls: Freeze credits before blockchain mint
  • Redemption: Exchange portal, transfer, or third-party marketplace

Phase 5: Enterprise Scale (Q1 2026) ✅

Multi-site, multi-fleet orchestration

v5.0.0 — Enterprise Platform (January 2026) ✅ Complete

Layer Feature Description Status
L9 Commerce Engine Flexible billing, tariffs, split-billing ✅ Complete
L7 ISO 15118 Plug & Charge Certificate-based vehicle authentication ✅ Complete
L7 OCPP 2.1 Migration Fleet-wide transition to V2X-ready protocol ✅ Complete
L7 OCPI 2.2 Roaming Cross-network charging orchestration ✅ Complete

Technical Approach:

  • packages/iso15118-crypto/ — PKI certificate handling
  • Tariff engine: Time-of-use, demand charges, dynamic pricing
  • Split billing: Driver personal vs. fleet business accounts
  • OCPI EMSPs/CPOs: ChargePoint, EVgo, Electrify America

v5.1.0 — Global Markets (March 2026) ✅ Complete

Layer Feature Description Status
L4 ENTSO-E Adapter European market integration ✅ Complete
L4 Nord Pool Adapter Nordic zonal pricing support ✅ Complete
L8 Edge Runtime v2 Multi-site orchestration, mesh networking ✅ Complete

Technical Approach:

  • ENTSO-E Transparency Platform API
  • Nord Pool Intraday/Day-ahead markets
  • Edge mesh: Site-to-site coordination without cloud dependency
  • Geo-redundant deployment: AWS/GCP multi-region

Phase 6: AI & Optimization (Q2 2026) 🔄

Machine learning and predictive analytics

v6.0.0 — AI Forecasting Engine (June 2026) 🔄 Active

Layer Feature Description Status
L11 ML Engine Foundation High-fidelity data pipelines and MLflow setup ✅ Complete
L3 ML Demand Forecasting Predict fleet energy demand 24-72h ahead 🔄 Active
L4 Dynamic Pricing Optimizer AI-driven bidding strategy optimization 🔄 Active
L1 Predictive Maintenance Battery health & degradation forecasting ✅ Complete
L8 Anomaly Detection Real-time detection of charging anomalies ✅ Complete

Technical Approach:

  • Time-series forecasting: LSTM/Transformer models for energy demand prediction
  • Reinforcement learning: Optimize bidding strategies across multiple markets
  • Battery health: SOH (State of Health) prediction using cycle count, temperature, voltage curves
  • Anomaly detection: Isolation Forest + DBSCAN for outlier identification
  • MLOps: MLflow for model versioning, A/B testing, and deployment

Key Deliverables:

  • services/03-vpp-aggregator/ — ML-based demand forecasting extensions
  • Integration with L3 VPP service for market optimization
  • Real-time inference API with <100ms latency
  • Model retraining pipeline with weekly cadence

v6.1.0 — Intelligent Scheduling (May 2026) 📋 Planned

Layer Feature Description Status
L7 Context-Aware Charging Adapt to driver behavior patterns 📋 Planned
L5 Predictive Smart Routing Anticipate charging needs en route 📋 Planned
L10 Dynamic Reward Optimization Personalized incentive recommendations 📋 Planned

Phase 7: Global Expansion (Q3 2026) 📋

Multi-tenant architecture and international market support

v7.0.0 — Multi-Tenant Platform (July 2026) 📋 Planned

Layer Feature Description Status
ALL Tenant Isolation Complete data separation per organization 📋 Planned
L5 White-Label UI Customizable branding per tenant 📋 Planned
L9 Multi-Currency Support Global billing with FX rate integration 📋 Planned
L9 Role-Based Access Control v2 Granular permissions per tenant 📋 Planned

Phase 8: Advanced Grid Services (Q4 2026) 📋

Frequency regulation and grid resilience

Layer Development Progress (Q2 2026)

Layer Service Total Features Complete In Progress Planned Progress
L1 Physics Engine 9 9 0 0 ██████████ 100%
L2 Grid Signal 8 8 0 0 ██████████ 100%
L3 VPP Aggregator 10 10 0 0 ██████████ 100%
L4 Market Gateway 11 11 0 0 ██████████ 100%
L5 Driver DX 9 7 1 1 ███████░░░ 78%
L6 Engagement 5 5 0 0 ██████████ 100%
L7 Device Gateway 11 11 0 0 ██████████ 100%
L8 Energy Manager 9 8 1 0 █████████░ 89%
L9 Commerce 6 6 0 0 ██████████ 100%
L10 Token Bridge 7 7 0 0 ██████████ 100%
L11 ML Engine 6 3 1 2 █████░░░░░ 50%

Overall Platform Completion: 82 of 98 features (84%)

Dependencies & Prerequisites

External Systems

  • TimescaleDB — Time-series data for energy metrics
  • Redis — Session caching and real-time state
  • Apache Kafka — Event streaming for token engine
  • PostgreSQL 15+ — Core relational data
  • MLflow — Machine learning model management (Q2 2026)
  • TensorFlow/PyTorch — ML framework for AI features (Q2 2026)

Standards Compliance

  • OpenADR 3.0 — Utility demand response ✅ Complete
  • OCPP 1.6/2.0.1 — Charger communication ✅ Complete
  • OCPI 2.2 — Roaming networks ✅ Complete
  • ISO 15118 — Plug & Charge ✅ Complete
  • IEEE 2030.5 — Smart Energy Profile 2.0 (Q3 2026)
  • NERC CIP — Critical infrastructure protection (Q4 2026)
  • IEC 62351 — Power systems cybersecurity (Q4 2026)

2026 Quarterly Milestones Summary

Q1 2026 (Complete) ✅

  • Complete Enterprise Platform (v5.0.0)
  • Launch Global Markets support (v5.1.0)
  • ISO 15118 Plug & Charge certification

Q2 2026 🔄 Active

  • Launch AI Forecasting Engine (v6.0.0)
  • Deploy Intelligent Scheduling (v6.1.0)
  • Implement ML-based demand forecasting and predictive maintenance

MiGrid: The Operating System for Sustainable Fleet Electrification Apache 2.0 License • Copyright © 2025-2026 MiGrid Contributors