
Designing Safe Autonomy
How do you design confidence inside complex operational systems?
Energy Consumption Mobile App
Designing a mobile experience that transformed passive energy data into actionable insights.

When I joined the project, the app served a very limited purpose. Customers opened it to check their monthly bill. Some explored their real time consumption. Then they left. The product wasn't part of their routine. Its value appeared only when customers actively looked for information. The challenge wasn't creating more features. It was giving customers a reason to come back.
Improving Daily Active Users wasn't about increasing the number of app opens. It was about making every visit useful.
Instead of asking, “How can we send more notifications?”, the project started from a different question: What decisions can we help customers make every day?
That question completely changed the role of notifications. They stopped being reminders. They became personalized recommendations.
Numbers only become valuable when people understand what they mean.
Useful notifications are personalized.
Relevant information should never become noise.
Every notification should help users make a better decision, not simply inform them.
Energy consumption had always been available. Understanding it hadn't. Equipment categories were reorganized into clearer groups, supported by contextual explanations that helped customers understand what each category represented. The experience shifted from displaying information to supporting interpretation.


Not every customer cares about every appliance. Instead of delivering the same notifications to everyone, a Notification Center allowed customers to decide which categories they wanted to monitor. Users could receive insights only for the appliances that mattered to them. Personalization reduced notification fatigue while increasing relevance.



Push notifications became the beginning of the experience, not the entire message. Because notification text is limited, each message was designed to spark curiosity while remaining immediately useful. Opening a notification revealed contextual explanations, estimated financial impact and practical recommendations to reduce energy consumption. The notification didn't end the conversation. It invited users into it.


Customers don't always open notifications immediately. Instead of losing those insights, every unread notification remained available inside a dedicated Notification Center, highlighted with visual indicators and accessible whenever users returned to the app. The experience respected people's timing instead of demanding immediate attention.



The project redefined the role the mobile app could play in customers’ everyday lives.
Instead of functioning only as a place to check information, the experience created new opportunities to provide proactive guidance and recurring value between monthly billing cycles.
The biggest lesson wasn't about notifications. It was about value. Data had never been the problem. The problem was expecting customers to transform data into decisions by themselves.
This project reinforced something I continue to believe. Products create long term engagement when they help people make better decisions, not when they simply provide more information.
The best products don't wait for users to ask questions. They surface the answers when they matter most.