Challenges
- The client has data scattered across various sources, including APIs, static files, and Excel spreadsheets. They need a solution to seamlessly integrate and aggregate this diverse data into a single cohesive platform.
- The client requires a modern and interactive dashboard that displays high-level widgets representing various aspects of their battery storage assets, such as market prices, state of charge, weather, and dispatch instructions. The dashboard needs to update automatically every few seconds.
- The client needs to generate automated reports on a daily, weekly, and monthly basis to keep stakeholders informed and updated on asset performance and market trends.
- As the client's business grows and evolves, they anticipate an increase in data volume and complexity. They need a solution that can scale seamlessly to accommodate these changes and remain relevant in the future.
Solutions
Data Integration and Aggregation
Vizio AI created a custom data integration pipeline that connects to all data sources, extracts relevant information, and harmonizes the data into a unified format. Using ETL (Extract, Transform, Load) processes, we ensured consistency and accuracy in data, enhancing overall reliability.
Real-time Dashboard with Interactive Widgets
Vizio AI crafted a user-friendly, web-based dashboard with advanced data visualization tools and libraries. We implemented real-time data streaming to ensure continuous widget updates. Users can interact with widgets, drilling down into specific data points for deeper insights and analysis.
Automated Reporting
Vizio AI implemented a reporting module in the dashboard, enabling users to schedule and customize reports. These reports are generated automatically and delivered to stakeholders via email or a dedicated portal. They include key performance indicators, market analytics, and asset status summaries for comprehensive insights.
Scalability and Future-Proofing
Vizio AI designed the dashboard and data infrastructure with scalability in mind. We used cloud-based technologies and scalable database solutions to handle increasing data loads. Additionally, we future-proofed the dashboard with modular components, allowing easy upgrades and support for new data sources and features.
Key Outcomes
By implementing a custom data integration pipeline, the project ensures consistent and accurate data from various sources, enabling streamlined access to vital information. The development of a user-friendly, web-based dashboard with interactive widgets allows for real-time data visualization and analytics, leading to quicker, more informed decisions. Additionally, the reporting module and scalability improvements offer long-term value, reduced operational costs, and proactive responses to market fluctuations, collectively driving data-driven strategies and business impact.
Streamlined Data Access
90%
More Informed Decision Making
Time and Effort Savings
79%
Fast & Optimized Performance
Long Term Value
60%
Reduction in Operational Costs
Why Work With Us?
7+
Years of experience in data science, AI consulting, and dashboard development.
59+
Implemented projects with clients from the US, Europe, Australia, and Africa.
15+
Qualified Employees.
6+
Service packages to deliver to our customers.
