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Hardware Brands Need More Than Just Energy Dashboards — They Need Services That Users Are Willing To Continuously Engage With.
Converging Hardware Capabilities
Devices such as smart meters, smart plugs, and water heaters are becoming increasingly similar in terms of data collection and control capabilities. Brands need to differentiate themselves through software-driven services.
Energy Data Is Underutilized
Devices generate large amounts of energy consumption data, but users often struggle to understand issues from charts and graphs, and find it difficult to turn insights into everyday energy-saving actions.
Limited Revenue Potential
After hardware products are sold, user engagement often declines. AI-powered energy-saving services create new monetization opportunities through subscriptions, memberships, and premium features.
Transform Device Data into a Closed-Loop AI Energy-Saving Service System
Data Collection
Collect energy consumption, power usage, operating status, and device types through smart meters, smart plugs, and connected appliances.
Analysis
Identify energy trends, peak usage ratios, device consumption structures, standby states, and abnormal energy usage behaviors.
Recommendations
Generate user-friendly energy reports, energy-saving suggestions, bill reminders, and device optimization recommendations.
Execution
Convert AI strategies into automated rules that coordinate switches, modes, temperatures, and operating schedules.
Service Packages For Different Energy Device Categories
Al Smart Meters
Whole-home usage overview, bill trends, peak consumption share and abnormal fluctuation detection.
Smart Plugs / Plug-inModules
Device-level consumption monitoring, long-standby alerts, forgotten-off reminders and appliance mapping.
Water Heaters
Create heating strategies based on hot-water habits and price periods, balancing comfort and cost savings.
AC/ Thermostats
Identify high-consumption patterns and recommend optimized temperature, mode and schedule settings.
NEW CAPABILITY
Dynamic pricing: Al knows not only what consumes power, but when power is cheaper
After users select their local electricity provider, the system can access real-time peak and off-peak information, dynamic prices, buy-back prices, fees and tax settings. Al Energy Assistant combines pricing signals with device operation data to generate smarter cost-saving strategies.
European utility integration
Real-time peak/off-peak signals
Water-heater preheating optimization
Avoid high-price periods
Run during low-price periods
Smart plug scheduling
European Utility Integration
Connect to mainstream European electricity providers. Users select their provider to get real-time dynamic pricing.
For the European dynamic pricing market, brands can offer in-app electricity provider selection. Once users choose their country, postal code and provider, the appcan sync intraday peak/off-peak information and dynamic price plans, allowing AI to optimize device operating schedules based on price changes.
Mainstream provider coverage
Support common European electricity providers such as 365 Energie, ANWB, Budget Energie, Coolblue Energie, DELTA Energie, Easy Energy, Eneco, Engie, Essent and Frank Energie.
Automatic peak/off-peak pricing
Users do not need to manually enter complex tariff tables. Once a provider is selected, the app can retrieve real-time peak/off-peak periods, intraday tariffs and dynamic price ranges.
Intelligent usage scheduling
Al combines low-price and high-price periods with device usage habits to recommend or execute smart energy strategies for water-heater preheating, plug-controlled appliances and AC operation.
From Energy-saving Advice To executable Device Strategies
NEW CAPABILITY
Al automatically generates device operation rules
Users can describe their needs, and the system generates one-click automation strategies based on recent power usage, device status and electricity price changes.
• Detect high-consumption devices and abnormal operation
• Balance comfort, energy savings and cost reduction goals
• Output actionable switch, mode, temperature and schedule rules
Help Brands Move From Selling Hardware To Delivering Ongoing Services
Product Differentiation
Add AI reports, reminders, strategy generation and dynamic pricing optimization to similar hardware categories.
Service Monetization
Package AI energy savings, dynamic pricing optimization, membership benefits or Pro device features as premium services.
User Engagement
Deliver ongoing bill insights, device reminders and costsaving strategies to increase app return visits and device activity.
Ecosystem Expansion
Support multi-device portfolios and create a unified energy-saving service across meters, plugs, water heaters and AC devices.
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