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— ALL AI STACK REPORTS

Community AI stacks

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

147 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
138 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
135 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
132 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
131 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
120 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
95 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
93 viewsHealthcareOpen →

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.

AWS TextractClaude Opus 4Airbyte
88 viewsDeveloper ToolsOpen →

AI Log Analysis & Root Cause Detection for DevOps

Automated log ingestion, parsing, and AI-powered anomaly detection with root cause analysis for SRE teams. Scales from startup to enterprise with cost-efficient inference and observability.

Datadog LLM ObservabilityClaude Opus 4Airbyte
82 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
82 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
78 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
77 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
77 viewsSecurityOpen →

AI Vulnerability Scanner & Patch Recommendation System

Automated security scanning with AI-powered patch recommendations. Combines code analysis, vulnerability detection, and intelligent remediation suggestions for application security at startup scale.

Claude Opus 4CrewAIFirecrawl
76 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
75 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
74 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
74 viewsE-commerceOpen →

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.

DagsterClaude Sonnet 4Airbyte
74 viewsLegal & HROpen →

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.

Claude Opus 4AWS TextractChroma
73 viewsSecurityOpen →

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.

Claude Opus 4Arize PhoenixApache Airflow
73 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
73 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
72 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
70 viewsHealthcareOpen →

AI Mental Health Chatbot & Triage Platform

Scalable conversational AI system for patient intake, symptom assessment, and therapy session support with safety guardrails and observability.

Claude Sonnet 4Azure Content SafetyAgentOps
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