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— ALL AI STACK REPORTS

Community AI stacks

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

47 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
47 viewsData & AnalyticsOpen →

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.

CrewAIBrowserbaseClaude Sonnet 4
47 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
46 viewsFinanceOpen →

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.

Azure Document IntelligenceAirbyteChroma
45 viewsOtherOpen →

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.

AWS BedrockApache AirflowDagster
44 viewsOtherOpen →

AI Voice Assistant for Mobile Apps

Complete voice AI stack with speech-to-text, NLU, and text-to-speech for mobile apps. Scalable, low-latency, and startup-friendly with managed services.

DeepgramClaude Sonnet 4ElevenLabs
43 viewsData & AnalyticsOpen →

AI Performance Analytics & Coaching Platform

End-to-end platform for ingesting employee data, analyzing performance patterns with LLMs, and generating personalized coaching recommendations at scale.

AirbytedbtClaude Opus 4
43 viewsOtherOpen →

AI Code Documentation Generator Stack

Automated technical documentation generation from codebases using AI analysis, code understanding, and document creation with scalability for growing projects.

Cody (Sourcegraph)Claude Opus 4DSPy
43 viewsE-commerceOpen →

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.

Cohere Embed APIElasticsearch Vector Searchfal.ai
43 viewsOtherOpen →

AI Anomaly Detection for APM & Alerting

Real-time anomaly detection system for application performance monitoring with ML-powered alerting. Combines observability collection, time-series analysis, and intelligent alerting for startup-scale deployments.

Datadog LLM ObservabilityAgentOpsArize Phoenix
43 viewsOtherOpen →

AI Building Inspection Vision Stack

Computer vision pipeline for automated defect detection in building inspections with scalable inference, image processing, and defect classification capabilities.

AWS BedrockAmazon Nova ProBaseten
42 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
42 viewsContent & MarketingOpen →

AI Image Generation Platform for Creative Teams

Scalable image generation platform with fine-tuned brand style support, enabling creative teams to generate on-brand visuals at scale with custom model management and batch processing.

fal.aiCivitaiAdobe Firefly API
41 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
41 viewsOtherOpen →

AI Vision QC System for Manufacturing

Real-time defect detection on production lines using computer vision models, edge inference, and monitoring. Scalable from single line to multi-line deployment.

AWS BedrockAmazon Titan Image GeneratorBaseten
41 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
39 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
39 viewsLegal & HROpen →

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.

CrewAIClaude Sonnet 4Azure Document Intelligence
39 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
38 viewsData & AnalyticsOpen →

AI Radiology Diagnostic Assistant

End-to-end stack for analyzing radiology images, generating clinical reports, and scaling from startup to production with vision models, document processing, and observability.

Claude Opus 4AWS TextractAWS Bedrock
38 viewsOtherOpen →

AI Search & Autocomplete Stack for SaaS

Production-ready vector search with embeddings, semantic retrieval, and real-time autocomplete for SaaS products. Scales from startup to enterprise with managed infrastructure.

Cohere Embed APIElasticsearch Vector SearchCohere Rerank
38 viewsReal EstateOpen →

AI Property Valuation with Market Data & Comparables

End-to-end property valuation platform combining market data ingestion, comparable sales analysis, and AI-powered appraisal generation with scalable infrastructure for startup growth.

Claude Opus 4AirbyteFirecrawl
38 viewsEducationOpen →

AI Essay Grading & Feedback System

Automated essay evaluation with LLM-powered feedback, evaluation metrics, and scalable document processing for educational institutions.

Claude Opus 4DeepEvalAWS Textract
36 viewsOtherOpen →

AI Video Content Moderation at Scale

End-to-end video moderation pipeline detecting harmful content with scalable inference, async processing, and observability for startup operations.

Cloudflare WorkersAWS BedrockBeam Cloud