ANALYTICS
Guilds Complaint Dashboard
An intelligent dashboard for managing and analyzing complaints from guilds and trade associations with real-time monitoring.
CATEGORYANALYTICS
STACKPython · Streamlit · Pandas · Plotly
THE PROBLEM
An intelligent dashboard for managing and analyzing complaints from guilds and trade associations with real-time monitoring.
B2Greal-time monitoring for trade associations
OVERVIEW
An intelligent dashboard for managing and analyzing complaints from guilds and trade associations with real-time monitoring.
TECH STACK
Python · Streamlit · Pandas · Plotly
HOW I WORKED
01ScopeAn intelligent dashboard for managing and analyzing complaints from guilds and trade associations with real-time monitoring.
02BuildImplemented with Python · Streamlit · Pandas · Plotly.
03ShipDeployed into a live operational environment.
DECISION LOG
The calls I owned, the alternative I rejected, and the cost I accepted for each.
01
DECISION
Ship a focused operational tool
ALTERNATIVE REJECTEDWait for a broader platform rewrite
WHYAn intelligent dashboard for managing and analyzing complaints from guilds and trade associations with real-time monitoring.
COST ACCEPTEDNarrower initial surface, faster time to value.
WHAT MOVED
BEFOREAFTER
StatusManual / fragmentedShipped and in use
OUTCOME
Livecomplaint monitoring
B2Gguilds and trade associations
WHAT I PRODUCED
PythonStreamlitPandasPlotly
WHAT I'D DO DIFFERENTLY
An intelligent dashboard for managing and analyzing complaints from guilds and trade associations with real-time monitoring.