AmPower DeepMatrix For AI-Drive Frappe Growth
summary
AmPower DeepMatrix is a Frappe/ERPNext forecasting app that combines statistical models and ensemble machine learning to produce actionable sales, inventory and purchase forecasts; it runs on CPU or cloud (Colab, GCP/Vertex AI, AWS SageMaker), supports probabilistic output and integrates with BigQuery/DuckDB and Apache Superset for dashboards. Pilots cover three datasets up to 10 million rows and claim ~90% accuracy while producing 365-day probabilistic forecasts plus anomaly detection and a chat interface for queries.
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chapters (7)
- 0:00Introduction to DeepMatrix
- 1:51Research on forecasting models
- 3:18Problem statement and solution
- 6:11DeepMatrix research process
- 9:47Outcomes and business insights
- 13:44Empower Jio chatbot demo
- 15:32Conclusion and future plans
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