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— ALL AI STACK REPORTS

Community AI stacks

Real stack recommendations built by the community, sorted by most viewed.

41 viewsE-commerceOpen →

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.

Cohere Embed APIPinecone Vector DatabaseCohere Command R
35 viewsContent & MarketingOpen →

AI Content Generation Platform for Marketing

End-to-end platform for generating blog posts, emails, and SEO copy at scale with LLM orchestration, prompt management, and content evaluation.

Claude Sonnet 4DifyAgenta
31 viewsOtherOpen →

AI Sales Lead Scoring with CRM Integration

Automated lead scoring system using AI to rank prospects by conversion likelihood, integrated with Salesforce for real-time CRM updates and sales team workflows.

Cohere Command R+ComposioCrewAI
30 viewsE-commerceOpen →

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.

Claude Sonnet 4DifyChroma
28 viewsFinanceOpen →

Real-time AI Fraud Detection for Fintech

Scalable fraud detection stack combining real-time anomaly detection, model serving, and observability for fintech transactions with sub-second latency and cost efficiency.

AWS BedrockBasetenAirbyte
28 viewsCustomer SupportOpen →

AI-Powered Call Center Stack

Build an intelligent call center with real-time speech processing, agent assistance, and conversation analytics. Combines speech-to-text, LLM reasoning, text-to-speech, and monitoring for production-grade voice agents.

ElevenLabsDeepgramClaude Sonnet 4
25 viewsDeveloper ToolsOpen →

AI Code Review for GitHub CI/CD

Automated code review assistant that integrates into GitHub workflows, analyzes pull requests, and provides AI-powered feedback at scale for startup teams.

Cody (Sourcegraph)Claude Sonnet 4DeepEval
24 viewsSecurityOpen →

AI Security Threat Detection & SOC Automation

Automated threat detection, incident response orchestration, and alert triage for SOC teams using AI agents, observability, and workflow automation at startup scale.

AutoGenAgentOpsActivepieces
24 viewsEducationOpen →

AI Personalized Learning Platform

Adaptive curriculum system that tracks student progress and personalizes learning paths using AI, with scalable infrastructure for growing student populations.

Claude Sonnet 4CrewAIPinecone
23 viewsLegal & HROpen →

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.

Claude Opus 4FirecrawlChroma
22 viewsHealthcareOpen →

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.

Claude Opus 4Airbytedbt
22 viewsE-commerceOpen →

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.

Claude Sonnet 4FirecrawlDagster
21 viewsOtherOpen →

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.

Claude Sonnet 4Cohere Embed APIPinecone
21 viewsOtherOpen →

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.

AirbyteDagsterBentoML
21 viewsOtherOpen →

AI Meeting Transcription & Slack Integration

Capture Zoom meetings, transcribe with AI, summarize automatically, and post insights to Slack channels for team collaboration at startup scale.

AssemblyAIClaude Sonnet 4Activepieces
21 viewsOtherOpen →

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.

Claude Sonnet 4AWS TextractChroma
21 viewsOtherOpen →

AI Credit Risk Scoring with Transaction Analysis

End-to-end credit risk model using transaction data pipelines, LLM-powered behavioral analysis, and production inference with monitoring for startup scalability.

AirbytedbtClaude Opus 4
21 viewsContent & MarketingOpen →

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.

DagsterClaude Sonnet 4BentoML
21 viewsOtherOpen →

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.

DagsterCrewAIClaude Opus 4
21 viewsContent & MarketingOpen →

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.

AirbyteClaude Sonnet 4Apache Airflow
21 viewsOtherOpen →

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.

AirbyteDeepgramCohere Embed API
20 viewsFinanceOpen →

AI Algorithmic Trading System with Real-Time Analysis

Scalable stack for building AI-powered trading agents that analyze market data in real-time, execute trades, and adapt strategies using LLMs with low-latency inference and persistent memory.

Cerebras InferenceBee Agent FrameworkAirbyte
20 viewsOtherOpen →

AI eDiscovery Platform for Litigation Document Analysis

Scalable document processing, intelligent extraction, and semantic search for millions of litigation documents with cost-effective inference and enterprise-grade observability.

AWS TextractCohere Embed APIElasticsearch Vector Search
20 viewsData & AnalyticsOpen →

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.

dbt (data build tool)Cohere Command R+Dagster
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