— ALL AI STACK REPORTS
Stacks using Dagster
Community-built AI stacks that include Dagster.
Multimodal Customer Feedback Analysis Stack
Unified pipeline for ingesting text, voice, and survey data from customers, extracting insights via multimodal AI, and storing results for analysis. Scales from startup to enterprise with managed services.
AI Predictive Maintenance for Industrial IoT
End-to-end system for ingesting IoT sensor data, building ML models for equipment failure prediction, and deploying real-time monitoring agents with observability.
AI Dynamic Pricing Engine for Retail
Real-time pricing optimization using competitor monitoring, demand forecasting, and automated price adjustments. Scalable from startup to enterprise with cost-efficient inference and data pipelines.
AI Churn Prediction & Retention Automation
End-to-end ML pipeline for predicting customer churn and automating targeted retention campaigns at startup scale with data orchestration, model serving, and workflow automation.
AI Supply Chain Optimization Platform
End-to-end platform for demand forecasting and logistics optimization using ML models, data pipelines, and agent-driven decision-making at startup scale.
AI Clinical Trial Matching Platform
End-to-end system to parse EHR records, extract patient eligibility criteria, and match patients to clinical trials using AI with scalable data pipelines and observability.
AI Energy Optimization for Smart Buildings
Real-time energy monitoring, predictive analytics, and automated control systems using AI to reduce consumption in buildings and factories with scalable cloud infrastructure.
Natural Language to SQL Analytics Dashboard
Convert business questions into SQL queries and visualize results in a scalable BI dashboard. Combines data transformation, semantic search, and orchestration for startup-grade analytics.
AI Infrastructure Cost Optimization Stack
Monitor LLM usage patterns, auto-scale compute resources, and optimize costs through intelligent workload distribution and serverless inference.
AI Inventory Management with Demand Prediction
End-to-end system for automated inventory tracking, demand forecasting via ML, and intelligent reordering. Combines data pipelines, ML inference, workflow automation, and observability for startup-scale operations.
AI Essay Grading & Feedback System
Automated essay evaluation with LLM-powered feedback, evaluation metrics, and scalable document processing for educational institutions.