ESS Management Middleware · Agentic AI Energy Management

Turn storage data
into AI decisions

A storage management middleware for SME sites — bridging legacy and new assets, keeping data flowing, and handing decisions to Agentic AI that explains its reasoning.

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Live operation

Step inside a running site

The middleware layer collects and dispatches around the clock on a solar+storage site. Scroll horizontally to see it in action.

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Solar array aerial
Wind farm in operation
Renewable energy
Solar+storage site Solar+storage site
Product positioningMiddleware layerA modular middleware between energy devices and AI decisions — asset-light, fast to deploy, focused on the SME niche.
Second-levelMonitoring granularity
LiveSite in operation
01Protocol integrationModbus/MQTT/REST
02Second-level monitoringContracted capacity in view
03Agentic AINumerical optimization + LLM response
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Agentic AI upgrade

From rule engines to
LLM Agent decisions

Five Agents forming the energy decision hub — numerical optimization at the core, with LLMs handling strategy adaptation, anomaly response, and explainable decisions.

Agent 01 · Flagship
ESS dispatch
Numerical optimization solves the ESS charge/discharge schedule, with LLMs handling strategy adaptation and anomaly response — balancing revenue, battery life, and contracted-capacity overrun.
Agent 02
Natural-language diagnosis
Ask in one sentence, “Why did we exceed contracted capacity?” The Agent traces causes across data sources and explains in plain language.
Agent 03
AI sustainability reports
Aggregates energy, emissions, and ESG indicators into report drafts and working papers for accountant assurance.
Agent 04
AI load forecasting
Combines historical consumption with external factors to forecast next-day load and support decisions that cut overrun charges.
Agent 05
Multimodal O&M assistant
Voice / text / image input combined with equipment-manual RAG for on-site repair guidance in real time.
Decision loop

Forecast → dispatch → diagnosis → O&M → reporting, forming a closed energy decision hub.

Engineering track record

Not theory —
already running on site

The lvsota middleware layer is live on a solar+storage site, reliably handling data collection and dispatch for solar and storage equipment. This isn't a demo — it's production-grade validation.

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Live
Solar+storage site in operation
Modbus · MQTT · REST
Three protocols natively integrated
Second-level
Energy monitoring granularity
24h
Continuous · site running
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36.9%
Global Energy AI CAGR (2024–2030)
5–8K
USD · Taiwan addressable market SOM
2025
Taiwan FSC mandates sustainability reports for all listed companies
2026
EU CBAM takes effect — rigid compliance for exporters

Start with a free consultation
connect your site to AI

Tell us your device protocols, site scale, and pain points — we'll plan a POC trial. Start on Basic, upgrade to Agentic AI after validation, with no lock-in.

Book a free consultation