SaaS / Analytics
Predictive Analytics Dashboard
Built an ML-powered analytics platform that predicts customer churn with 89% accuracy.
Results
89%
Churn Prediction
Model accuracy
-85%
Time to Insight
Vs manual analysis
$1.2M
Revenue Saved
In first year via early intervention
94%
User Adoption
Of non-technical stakeholders
The Challenge
DataSense had raw data but no way to surface actionable insights without a team of data scientists.
Our Solution
Developed an automated ML pipeline with LLM-generated natural language summaries for non-technical users.
Client
DataSense AI
SaaS / Analytics
Tech Stack
Pythonscikit-learnReactGCP BigQueryLangChainOpenAI
Tags
AI/MLPythonReactGCP
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