AI Insights

AI research projects, practical articles and free guides on AI agents, RAG, computer vision, fine-tuning and AI governance — plus an AI savings calculator.

• Custom RL Gym Environments for Training Business AI Agents
• Next-Generation Generative Video Models: Veo3, Sora, Runway Gen-3 and More
• MCP Integrations and Enterprise Agent Platform Engineering
• Document AI for Complex Banking and Financial Services Layouts
• GenUI: Generating User Interfaces from Natural-Language Prompts
• Real-time Video Entity Detection Using SAM3, Qwen and Multimodal AI
• Enterprise Agent Design Patterns: ReAct, Plan-Execute, Reflection and Memory Agents
• Scaling Enterprise RAG with Memory-Optimized Retrieval
• AI-Powered Virtual Try-On for Fashion and Jewelry Retail
• Beyond Basic RAG: GraphRAG, Self-RAG and Contextual RAG for Enterprises
• Custom AI Governance, Telemetry and Monitoring Frameworks

• AI Voice Agents Guide: AI Calling for Sales & Support
• Retrieval-Augmented Generation (RAG) Guide for Business
• Multi-Agent AI: Architecture, Use Cases & Common Pitfalls
• LLM Fine-Tuning Guide: LoRA, Full Fine-Tuning or RAG?
• Cutting LLM Inference Cost Without Hurting Quality
• On-Device AI Guide: Deploying Models at the Edge
• Enterprise AI Governance: Pre-Launch Controls Checklist
• ML Demand Forecasting for Retail & Supply Chain Teams
• Lakehouse or Data Warehouse? A Databricks Comparison