— ALL AI STACK REPORTS
Stacks using DeepSeek V3
Community-built AI stacks that include DeepSeek V3.
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 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.
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 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.
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.
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.
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 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 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 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.
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 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.
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.
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 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.
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 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.
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 Building Inspection Vision Stack
Computer vision pipeline for automated defect detection in building inspections with scalable inference, image processing, and defect classification capabilities.
AI Code Documentation Generator Stack
Automated technical documentation generation from codebases using AI analysis, code understanding, and document creation with scalability for growing projects.