Business ConsultingAI Electricity Load Forecasting
Time-series ML and CNN models forecast intra-day, daily and weekly grid load.
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Enterprise AI for energy and utilitiesStop losses. See demand coming.
Detect theft. Forecast load, demand and prices. Track sentiment. Operations confirm every enforcement action.
12,000 Ltheft prevented per site
$1M+saved across 42 sites
96%load forecasting accuracy
The challenge
What's in the way
Non-revenue losses
Theft at dispensing points and leaks go unnoticed across distributed sites.
Volatile demand and prices
Hub-and-spoke supply and power-exchange bidding depend on accurate forecasts.
Reputation at stake
Service issues spread on social media before teams can respond.
Focus use cases
What we automate
Water-Theft Prevention (Embark Water)
Prevented 12,000 litres of theft per site across 42 sites.
Share of Voice (Embark Water)
Measure brand share of voice and sentiment against competitors.
Supply & Demand Forecasting
Predict demand across hub-and-spoke distribution.
Power & Price Forecasting
Forecast generation, grid load and power-exchange prices for bidding.
Also in the libraryBidding intelligenceAsset monitoringWindmill monitoringSolar farm drones
Teammate swarm
Brand & Network Integrity Swarm
Listener AgentTracks mentions across social and news
Share-of-Voice AgentMeasures share of voice and sentiment vs peers
Theft Watch AgentDetects water theft at dispensing points
Demand AgentForecasts supply and demand across hubs
Human gateComms lead approves responses; ops confirm enforcement
KPIsShare of voice · litres lost · forecast accuracy
From the IntelliMesh use-case lab
More, ready to go
IEX Price Prediction
Forecasts market clearing and day-ahead prices across 96 daily slots.
Drone Bill-of-Material Scanning
Drone imagery and AI barcode scanning verify bills of material at plants and warehouses.
Built on acceleratorsPredictive Forecasting & Time-Series · Computer Vision & Document AI · Enterprise RAG & Knowledge · AI Governance & Guardrails
Use cases and accelerators co-developed with our US partner Mintmore Inc. See mintmore.us.
Case study · Energy & Utilities
Water-theft prevention and demand forecasting
Embark Water, India — utilities
Water ATMs across a hub-and-spoke network. Teammates spot theft at every point and forecast demand across hubs.
84%higher system efficiency
Inside the PDF (8 pages, 4.0 MB)3-page case study: problem, approach, impact and the teammate swarm5 slides from the IntelliMesh.si Platform Overview and Teammate Swarm decksHow we engage: the 10·20·30 Pathway
Start the 10·20·30 Pathway
Prove it on your Energy & Utilities data in 20 days
Other industries
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Questions
Energy & Utilities AI, answered.
How does AI prevent water theft?
AI watches dispensing points across sites and flags theft as it happens, as deployed for Embark Water. Operations confirm every enforcement action.
How accurate is AI load forecasting?
Time-series models such as ARIMA, LSTM and ensembles forecast grid load, demand and price intra-day, daily and weekly.