
Business Problem
Residential heating in North America relies heavily on wood stoves, but improper usage often leads to inefficiencies, higher emissions, and reduced performance. A US-based wood stove manufacturer set out to improve user engagement and operational efficiency by introducing a smart, connected application for stove monitoring and control.
As adoption grew, reliable stove-state monitoring became critical. Traditional hardware sensors used to detect stove door status proved unreliable in high-heat environments, leading to inaccurate data and higher maintenance effort. The platform needed a more robust way to monitor stove behaviour while continuing to support real-time guidance, analytics, and user engagement.
Technology Solution
IncubXperts delivered a comprehensive mobile and web solution that combined IoT integration, gamification, and edge-based AI to enhance stove performance, reliability, and user engagement.
Key solution components included:
- IoT-Enabled Stove Management: Real-time control of ignition, temperature, and stove settings through a cross-platform mobile application.
- Gamified User Experience: Achievements, badges, and leaderboards encouraged eco-friendly behavior and sustained user engagement.
- AI-Powered Computer Vision Monitoring: An edge-based computer vision system accurately detects stove door status in real time, removing dependence on heat-sensitive physical sensors.
- Edge Processing for Reliability and Privacy: Visual analysis runs locally on a dedicated device, with only relevant state updates shared to the cloud. This reduces latency, improves reliability, and preserves user privacy.
- Real-Time Analytics and Notifications: Live stove parameters, door status, and operational insights are surfaced within the app, enabling timely alerts and informed user actions.
- Administrative Web Platform: A web-based dashboard provides aggregated analytics, usage trends, and system-level insights across installations.
Technology Stack
- Frontend: Flutter (mobile and web)
- Backend: Firebase Firestore, Cloud Functions
- Hosting: Firebase Hosting
- AI & Edge Processing: Computer vision models running on edge devices
Benefits & Impacts
Enhanced Engagement
Gamification features increased user interaction by 70%.
Market Expansion
Tapped into an unexplored market of 10 million traditional wood stoves in the USA, creating a new revenue stream.
Optimized Performance
IoT integration boosted operational efficiency and strengthened brand loyalty.
Reduced Emissions
Guidance on achieving the "perfect burn" helped lower harmful emissions, supporting sustainability goals.
Regulatory Compliance
Simplified reporting processes supported government approvals and regulatory compliance.
Improved Reliability through Edge AI
Replacing heat-sensitive physical sensors with edge-based computer vision significantly improved system reliability and reduced maintenance overhead.
TRUSTIMONIALS
Success Delivered, Trust Earned


