— ALL AI STACK REPORTS
Stacks using Chroma
Community-built AI stacks that include Chroma.
AI Product Recommendation Engine for E-commerce
Scalable personalization stack combining embeddings, vector search, and LLM-powered ranking to deliver real-time product recommendations with user behavior context.
AI Personalized Learning Platform
Adaptive curriculum system that tracks student progress and personalizes learning paths using AI, with scalable infrastructure for growing student populations.
E-commerce AI Support Chatbot Stack
Complete stack for building a scalable AI customer support chatbot handling tickets, FAQs, and refunds with multi-channel deployment and observability.
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.
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 Talent Acquisition & Resume Screening System
Automated resume parsing, candidate ranking, and screening pipeline using LLMs and document processing. Scales from hundreds to thousands of applications with cost-efficient inference and vector-based semantic matching.
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 Personalized Treatment Plan System
End-to-end platform for generating personalized treatment plans by analyzing patient genetic and medical history data using AI, with scalable data pipelines and secure patient data management.
AI Legal Research & Brief Drafting Stack
End-to-end legal research assistant combining web search for case precedents, document processing for brief analysis, and LLM-powered drafting with RAG for precedent retrieval and citation management.
AI Sentiment Analysis Pipeline for Social Media Monitoring
End-to-end pipeline to ingest social media data, analyze sentiment with AI, and monitor brand health at scale. Combines data orchestration, LLM-powered analysis, and observability for startup growth.
Enterprise RAG Knowledge Base Assistant
Scalable RAG system for searching and retrieving internal documentation with semantic understanding, built for enterprise knowledge management with production-grade 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 Multi-Agent Research Assistant with Web Browsing
Multi-agent system that autonomously browses the web, gathers research data, and synthesizes comprehensive reports. Scales from startup MVP to production with built-in observability and cost tracking.
Real-time AI Compliance Monitoring for Messaging
Detect regulatory violations in messaging streams using LLM-powered content analysis, persistent monitoring infrastructure, and compliance observability. Scales from startup to enterprise with modular architecture.
AI Contract Analysis & Risk Detection Platform
End-to-end contract review system combining document parsing, LLM analysis, and risk flagging for legal teams. Scales from startup to enterprise with modular architecture.
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.
AI Document Processing Pipeline for Contracts & Invoices
End-to-end pipeline to extract structured data from PDFs using document intelligence, vector storage for retrieval, and workflow automation for scalable processing.
AI Visual Search for Fashion E-Commerce
End-to-end visual search engine for fashion discovery using embeddings, vector search, and image generation for product recommendations at startup scale.
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 Essay Grading & Feedback System
Automated essay evaluation with LLM-powered feedback, evaluation metrics, and scalable document processing for educational institutions.
AI Mental Health Chatbot & Triage Platform
Scalable conversational AI system for patient intake, symptom assessment, and therapy session support with safety guardrails and observability.
AI HR Onboarding Assistant
Automates employee onboarding workflows with multi-agent orchestration, document processing, and task automation for startups scaling from 10 to 1000+ employees.
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.