AI Energy Operations Platform

See every site. Optimize every watt. Settle every euro.

SparkGrid EMS platform connects your fleet — monitoring, optimization, and financial settlement across every asset in real time.

Multi-site visibilityAI-powered suggestionsBilling-grade analyticsSCADA + API integrationsRemote fleet opsMulti-commodity support

SparkEdge executes locally. SparkGrid coordinates across sites.

The Problem

Energy infrastructure is fragmented. Your tools shouldn't be.

Most teams juggle separate systems for monitoring, billing, device management, and reporting. Alerts fire in one tool, analysis happens in another, and actions require a phone call. SparkGrid replaces that fragmentation with one operating layer where teams go from seeing a problem to resolving it without switching context.

Siloed monitoring and billingNo link between alerts and actionsManual coordination across sitesDisconnected SCADA and cloud systems
SparkEdge executes locally. SparkGrid coordinates across sites.
SCADA
Billing
Alerts
Reports
Sheets
Phone
unify
SparkGridOne operating layer
MonitorOptimizeSettleOperate
Architecture

SparkEdge at the site. SparkGrid across the fleet.

SparkEdge handles local polling, rule execution, device control, and resilient data capture on site. SparkGrid Platform sits above it to provide fleet visibility, pricing context, reporting, AI workflows, model distribution, secure remote operations, and centralized optimization across all connected locations. Together they form one energy operating system from edge to fleet.

SparkGrid PlatformFleet-level intelligence
Fleet VisibilityPricingAI WorkflowsReportingRemote Ops
01Connect
02Normalize
03Analyze
04Optimize
05Operate
SparkEdge ControllerOn-site execution
PollingRulesControlData Capture
Site A
Site B
Site C

Local execution where power flows. Centralized intelligence where portfolios are managed.

SparkPilot

Your AI operations center

SparkPilot is the command center of the platform. It gives operators a single-screen view of controller health, device status, data freshness, active issues, and AI-generated suggestions with clear impact estimates and approval workflows. It is not just a dashboard. It is the action layer of the system.

app.sparkgrid.ai/pilot/network/demo

Spark Pilot

SparkGrid Demo Network

2 min ago

1 device offline · 1 suggestion needs attention

• Sub-Meter B last seen 3 hours ago

high

Night water flow detected — possible leak

Water Meter · Kitchen · leak · 12 min ago

medium

Shift EV charging to off-peak window

Wallbox Pro · Garage · optimization · 34 min ago

low

Battery SoC consistently above 95% — reduce upper limit

LG RESU 10H · Basement · maintenance · 2h ago

Headquarters — Ljubljana
5 devices

Main Meter

Power Meter

142.8 kWh today

↑ +8% vs last week

Fresh
☀️

Rooftop PV 22kWp

Solar Inverter

18.4 kWh produced

↓ -12% (cloudy)

Fresh
🔋

LG RESU 10H

Battery

SoC 87%

Fresh
🚗

Wallbox Pro

EV Charger

Charging · 7.4 kW

11.2 kWh session

Fresh
💧

Water Meter

Water Meter

0.84 m³ today

Night flow!1Fresh
Warehouse — Maribor
3 devices

Grid Meter

Power Meter

89.2 kWh today

→ 0% vs last week

Fresh
🌡️

HVAC Unit 1

HVAC

22.1 °C setpoint

Fresh

Sub-Meter B

Power Meter

Last: 4.2 kW

Stale

Data Quality

7 of 8 fresh · 1 stale

Controllers

SE-AX-LJ01SparkEdge AXA4:CF:12:9B:03:E82 min ago
SE-EX-MB01SparkEdge EXB8:27:EB:4A:F1:225 min ago

Updated 2 min ago · refreshes every 60s

Fleet overview

See controller and device health across all locations, including online, offline, stale, disabled, and warning states.

Device-aware live insights

Show the right metrics for each asset type — from peak power and deviation trends to COP, charger state, tank level, or leak risk.

AI suggestions with governance

Prioritized recommendations with savings, CO₂, and impact estimates, confidence scores, and full approve / reject / schedule lifecycle.

Issue tracking

Surface offline controllers, stale devices, critical alarms, and device-specific issues with direct drill-down for investigation.

app.sparkgrid.ai/devices/PM-LJ-01/analytics

Analytics

Main Meter · Headquarters Ljubljana

Mar 10 – Mar 16

Energy Heatmap

kWh per hour
0:003:006:009:0012:0015:0018:0021:00
Mon 10
Tue 11
Wed 12
Thu 13
Fri 14
Sat 15
Sun 16
Low
High

What-If Scenarios

Simulation based on historical data
Peak Cap
Load Reduction

Power Cap

42 kW

of 68 kW peak

Time Window

16:00to20:00

Peak Reduction

1.8 kW

Energy Curtailed

12.4 kWh

Cost Impact

3.10

CO2 Avoided

6.2 kg

68420
cap
12:0016:0020:0000:00
Original
With Peak Cap

15-min intervals · last 7 days · Europe/Ljubljana

Analytics

Real-time energy intelligence, not just charts

SparkGrid combines live telemetry with historical analysis, billing-grade interval data, adaptive sampling, weather context, and what-if simulation. Teams can track energy, average and peak power, cost, CO₂, site ranking, and system health, then drill into heatmaps, trend analysis, phase-level charts, diagnostics, and export-ready datasets.

Optimization

AI-driven optimization for every asset

SparkGrid supports AI-powered anomaly detection, leak detection, demand management opportunities, price-aware optimization suggestions, comfort-related recommendations, BESS scheduling, and controller-linked automation. Operators can approve, reject, or schedule actions with a full audit trail, while SparkEdge executes locally on site.

AI should explain what it sees, what it suggests, why it matters, and what happens next.

app.sparkgrid.ai/analytics/forecast

Next-Shift Forecast

Rate110 €/MWh
186 kWh forecast|2,840 parts|20.46 @ 110 €/MWh|43.3 kg CO2
+0h+15m+30m+45m+1h+1:15h+1:30h+1:45h
Press A1
32
38
42
40
35
28
31
36
Press A2
18
22
26
24
20
15
17
21
Press B1
45
48
44
42
46
50
47
43
Press B2
12
14
18
22
25
20
16
13
kW forecast
darker = higher

Energy Forecast

SARIMAProphetLSTM|Day

Today kWh

186.4

Cost EUR

33.55

Carbon kgCO2

44.22

1680
00:0004:0008:0012:0016:0020:00
Scroll to zoom · Drag to pan

SARIMA model · 24h ahead · updated 5 min ago

Capabilities

Analyze. Optimize. Repeat.

Executive dashboard

Daily KPIs, consumption ranking, cost tracking, CO₂, weather, and system overview in one place.

Power meter analytics

Dedicated views for overview, analytics, billing, diagnostics, and what-if scenarios around peak caps and load reduction.

Adaptive time-series

Resolution adapts to the date range so operators get fast, useful analysis from live troubleshooting to long-term trend review.

Data explorer

Query historical telemetry, export CSV/JSON, and analyze market price signals and site behavior more deeply.

BESS operations

Dispatch scheduling, degradation tracking, warranty pacing, KPI monitoring, and support for self-consumption, peak shaving, and energy arbitrage logic.

Demand and tariff optimization

Reduce expensive peaks, shift load, and act on time-of-use or market pricing opportunities.

EV charging orchestration

Monitor charger performance, manage charging sessions, balance site load, and allocate power intelligently.

Rule-based automation

Push policies to controllers and standardize operating behavior across sites.

Energy Spot PricesDay-ahead vs Intraday · €/MWh
Day-ahead
Intraday
3050709011000:0006:0012:0018:0023:00110 peak30 low
Avg price€58.3/MWh
Peak spread+€80
Savings window00:00–06:00
Billing & Tariffs

Turn energy data into business decisions

SparkGrid does not stop at kWh. It supports billing-grade 15-minute intervals, tariff structures, pricing models, scheduled reports, and commercial reporting across electricity, water, oil, and gas. That gives finance teams, energy managers, O&M teams, and site operators a shared view of performance in both technical and economic terms.

Billing-grade metering

Daily totals, interval views, data quality indicators, and downloadable reports.

Tariff intelligence

Flat, seasonal, and time-based tariff models with scope control and version history.

Price-aware decisions

Use market prices and tariff context to drive storage and load decisions.

Multi-commodity reporting

Bring electricity, water, gas, and oil into one reporting flow.

Integrations

Connect SCADA, BMS, controllers, and third-party systems without rebuilding your stack

SparkGrid Platform is designed for mixed environments. It supports OPC UA, Modbus, MQTT, REST, and controller-backed device integrations, with automatic browsing, mapping, transforms, API keys, and a centralized model catalog. This is how fragmented infrastructure becomes one manageable energy system.

OPC UA
SparkGrid
Modbus
SparkGrid
MQTT
SparkGrid
REST API
SparkGrid
BACnet
SparkGrid
Auto-discovery • Mapping • Transforms • Model Catalog

Industrial connectivity

Browse OPC UA hierarchies, connect Modbus assets, ingest MQTT streams, and bridge site systems into one operations layer.

Model-driven onboarding

Use device model suggestions, auto-mapping, transforms, and bulk import to speed deployment.

API and developer access

Expose data and workflows through scoped API keys and an integration-friendly REST layer.

Central model distribution

Manage vendor, cloud, customer-specific, and local controller model variants from one catalog.

Enterprise Ready

Built for scale, governed by design

SparkGrid supports multi-site operations with spatial awareness, fleet management, and enterprise-grade security — all in one platform.

Spatial Awareness

Map devices onto blueprints, overlay live values on facility views, and pair with structured alarms and notification routing.

Blueprint overlaysAlarm engineWorkflow lifecycleNotification routing

Fleet Operations

Track heartbeat and offline status, provision installations, manage firmware rollouts, and open secure remote sessions.

Heartbeat monitoringOTA rolloutsRemote accessProvisioning workflows

Security & Trust

Multi-tenant administration, role-based access, scoped API credentials, IP restrictions, auditability, and secure sessions.

Multi-tenantRBACScoped APIsAudit trail

Multi-tenant governance

Keep locations, users, devices, and settings separated by network or organization scope. Assign role-based permissions across dashboards, reports, and integrations.

Compliance & localization

Support multilingual environments with localized UI and formatting. Protect external system access with scoped API keys and expiration controls.

Deployment

Cloud, on-prem, or hybrid

Deploy where your data and operations require it. SparkEdge always runs locally at the site — the orchestration layer goes wherever you need it.

Cloud

Managed SaaS deployment with zero infrastructure overhead. Automatic updates, global access, and elastic scaling.

Managed hostingAuto-updatesGlobal access

On-premises

Full control over your data and infrastructure. Deploy SparkGrid on your own servers behind your firewall.

Data sovereigntyAir-gapped optionCustom infra
Most flexible

Hybrid

SparkEdge runs locally at every site. Choose cloud or on-prem for the orchestration layer per site or region.

Edge-firstFlexible routingPer-site control
Where We're Going

From operations to orchestration

Today SparkGrid combines monitoring, analytics, tariffs, AI suggestions, BESS scheduling, multi-commodity reporting, and fleet operations in one system.

Next: policy-driven optimization across sites. Explainable AI copilots, simulate-before-deploy workflows, carbon-aware dispatch, and cross-site orchestration that keeps human approval wherever it matters.

Every site becomes an intelligent energy node. SparkGrid turns them into a portfolio.

Frequently asked questions

It is the central software layer for monitoring, analytics, optimization, reporting, integrations, and fleet operations across connected energy sites.

SparkEdge handles local device polling, control, and resilient site execution. SparkGrid Platform handles fleet visibility, centralized workflows, reporting, pricing context, and multi-site operations.

Yes. It supports multi-commodity reporting and operations across electricity, water, oil, and gas.

Yes. The platform supports OPC UA, Modbus, MQTT, REST, device mapping, transforms, and scoped APIs for external integrations.

Not by default. The platform supports AI suggestions and approval workflows, while controller-linked automation executes selected actions under governed workflows.

Yes. The platform scales from a single building or meter up to multi-site networks and enterprise-style operations.

Ready to operate energy like a portfolio, not a collection of devices?

Use SparkGrid Platform to unify monitoring, analytics, optimization, reporting, integrations, and controller operations across every site you manage.

No commitment required. See SparkGrid Platform in action.