CLOUD ANALYTICS PLATFORM

BATTERY-IN-THE-CLOUD

Intelligent battery management beyond the edge. Cloud analytics that connects the ME BMS to a scalable backend, transforming raw cell-level data into actionable insights.

REQUEST SPECIFICATION

Home › Cloud & Connectivity › Battery in the cloud

THE OPPORTUNITY

UNLOCK MORE FROM YOUR BMS

Your embedded BMS already delivers real-time safety and control. The cloud extends that foundation with fleet-scale intelligence, predictive analytics, and continuous optimization.

PRODUCT OVERVIEW

WHAT IS BATTERY-IN-THE CLOUD?

A cloud analytics platform that connects the ME BMS to a scalable backend — transforming raw cell-level data into actionable insights and feeding optimized parameters back to the BMS in the field.

  • FULL-STACK OWNERSHIP
    Built by the same team that develops the BMS algorithms. No middleware, no SDK, no translation layer between hardware and cloud.

  • CLOSED-LOOP FEEDBACK
    Cloud insights feed directly back into BMS parameters on the pack via OTA. Algorithm improvements deployed to the fleet within hours, not months.

  • SCALABLE ANALYTICS

  • Unlimited compute for digital twin, predictive analytics, and fleet-wide intelligence. From single packs to thousands of assets.

BMS

Cell-level data collection (voltage, temperature, current)

TCU / CCU

Secure data streaming to the cloud

CLOUD PLATFORM

Analytics, digital twin, fleet benchmarking & optimization

DASHBOARD & API

Monitoring, reporting, EMS/SCADA integration

CAPABILITIES

CORE CAPABILITIES

From real-time monitoring to closed-loop optimization, every capability is integrated end-to-end.

CUSTOMER VALUE

CAPABILITY

WHAT IT DOES

Personalized battery model per pack or site, continuously updated with real operating data

DIGITAL TWIN

Accurate lifetime forecasting tailored to actual usage

SOC, SOH, and SOP algorithms running with significantly more compute than embedded allows

CLOUD STATE ESTIMATION

Higher accuracy, more usable capacity, fewer safety margins

Anomaly detection, remaining useful life forecasting, degradation trend identification

PREDICTIVE ANALYTICS

Reduced unplanned downtime, optimized maintenance

Cross-fleet benchmarking, outlier identification, statistical trending

FLEET INTELLIGENCE

Data-driven fleet management decisions

OTA UPDATES

Remote BMS parameter updates, algorithm improvements, and security patches

Continuous improvement without truck rolls or site visits

Dynamically configurable data collection deployed remotely to specific packs or fleet

MEASUREMENT JOBS

Targeted diagnostics without physical access

DASHBOARD & API

Web portal for monitoring plus REST API for EMS, fleet management, or SCADA

Single pane of glass or seamless integration

DIFFERENTIATION

THE ME ADVANTAGE

Most cloud battery analytics providers can only observe. Munich Electrification owns the full stack and closes the loop.

MUNICH ELECTRIFICATION

Owns BMS software

YES

Direct BMS feedback loop

Battery domain expertise

BESS + vehicle coverage

Data sovereignty

YES - OTA TO OWN BMS

CORE COMPETENCY

BOTH MARKETS

FULL CUSTOMER ISOLATION

THIRD-PARTY ANALYTICS

No — requires data gateway

Recommendations only

Analytics focus

Primarily BESS

Varies

OEM CLOUD SOLUTIONS

No — SDK-based

Limited by SDK

Broad automotive focus

Primarily automotive

Varies

CLOSED-LOOP OPTIMIZATION — OUR KEY DIFFERENTIATOR

  • Cloud insights feed directly back into BMS parameters on the pack

  • No third-party gateway, no SDK integration, no middleware required

  • Algorithm improvements deployed to the fleet within hours, not months

DATA PRIVACY & SOVEREIGNTY

  • Full customer data isolation

  • Configurable data residency

APPLICATIONS

USE CASES

STATIONARY STORAGE (BESS)

Fleet-wide SOC accuracy improvement translates into better energy trading revenue and extended asset lifetime. Identify sites with abnormal degradation before capacity loss impacts obligations.

BETTER ENERGY TRADING MARGINS

COMMERCIAL VEHICLES & TRUCKS

Remote health monitoring across multi-pack architectures. Predictive analytics flag packs approaching maintenance thresholds weeks in advance.

AVOID UNPLANNED BREAKDOWNS

AUTOMOTIVE OEM

Cloud-trained models generate optimized charging curves pushed to the BMS via OTA — extending battery life. Fleet Intelligence reveals market-specific degradation patterns.

EXTENDED BATTERY LIFETIME

READY TO JOIN THE CLOUD?

The Battery-in-the-cloud is currently in concept stage. Let's discuss how cloud intelligence can transform your electric vision.