Woyce
A data-driven artist analytics platform that automates streaming data collection from Kworb and provides interactive dashboards for monitoring artist performance, chart rankings, audience insights, and historical trends.
Automated artist data collection
A data-driven artist analytics platform that automates streaming data collection from Kworb and provides interactive das…
Data synchronization
A data-driven artist analytics platform that automates streaming data collection from Kworb and provides interactive das…
Reduction in manual reporting effort
A data-driven artist analytics platform that automates streaming data collection from Kworb and provides interactive das…
Developed a centralized artist intelligence platform that automatically collects streaming and chart data from Kworb, processes it using Python pipelines, stores it in PostgreSQL, and visualizes insights through an interactive Streamlit dashboard. The platform enables historical trend analysis, artist growth tracking, performance reporting, and automated data synchronization.
We validated every challenge before writing production code. The right column shows the pain points we tackled head-on and how we approached each one.
Implemented automated Python scraping pipelines with data validation, cleaning, and scheduled synchronization using PostgreSQL for centralized storage.
The instinct on complex projects is to rebuild everything from scratch. We pushed back. A full rewrite often means months of regressions while engineering rebuilds features that were already working.
We mapped the existing workflow against actual usage. The result was clear: a small set of features accounted for the majority of user time. We rebuilt the core, shipped fast, and extended outward.
On the technical side, we made clear decisions early and held them. The right column shows what we chose, and why.
Custom Automated Kworb Data Scraping — built for this product's exact needs and data model.
Generic SaaS tool that would require heavy workarounds and compromise the user experience.
Custom Interactive Artist Dashboard — built for this product's exact needs and data model.
Generic SaaS tool that would require heavy workarounds and compromise the user experience.
Custom Historical Trend Analysis — built for this product's exact needs and data model.
Generic SaaS tool that would require heavy workarounds and compromise the user experience.
Custom Automated Data Pipeline — built for this product's exact needs and data model.
Generic SaaS tool that would require heavy workarounds and compromise the user experience.
Every feature was scoped and delivered with a focus on speed, reliability, and getting out of the user's way.
Automatically collects artist streaming statistics, chart rankings, and platform performance data from Kworb.
Provides a unified 360° dashboard with artist performance metrics, streaming analytics, and audience insights.
Tracks historical streaming performance, chart rankings, and artist growth over time.
Processes, cleans, aggregates, and synchronizes artist data automatically for near real-time reporting.
Displays interactive charts and reports for streaming trends, rankings, and artist intelligence.
We benchmark before we touch anything. Every metric was logged before we wrote a line of production code.
We ship fast. Talk to us about your product idea and we'll tell you exactly how we'd approach it.
