Agentic AI Cost Control on AWS | 5 Strategies to Reduce LLM Spend скачать в хорошем качестве

Agentic AI Cost Control on AWS | 5 Strategies to Reduce LLM Spend

🚀 Building a Production-Grade Agentic AI Contract Review System on AWS: This is part of a multi-video series where we build a real-world Agentic AI Contract Review Workflow using: Amazon S3 (Event Trigger) AWS Lambda (Agent Execution) AWS Step Functions (Orchestration) Amazon Bedrock (GenAI Processing) IAM (Secure Role-Based Access) Terraform (Infrastructure as Code) Link for Building Agentic AI workflows in AWS series from scratch:    • Production-Ready Agentic AI Workflow on AW...   Link for Building Agentic AI Contract Review Workflows Series:    • Building Enterprise Grade AI Automated Con...   In this video, we discuss following 5 cost control strategies for Agentic AI systems on AWS: Intelligent Model Selection Token usage Optimisation Intelligent Routing Agent Caching Observability and Monitoring 🏗️ Architecture Overview: Event-Driven Flow: 1️⃣ Contract uploaded to Amazon S3 2️⃣ S3 triggers a Lambda (Trigger Lambda) 3️⃣ Lambda starts an AWS Step Functions execution 4️⃣ Step Functions orchestrates: Ingestion Agent (Lambda + Textract) Compliance Agent (Lambda + Bedrock) Risk Analysis Agent (Lambda + Bedrock) 5️⃣ Final structured compliance output returned via Step Functions Fully serverless. Horizontally scalable. Enterprise extensible. 📂 Project Structure agentic-ai-system/ ├── infra/ ├── agents/ │ ├── ingestion/ │ ├── compliance/ ├── step_functions/ ├── shared/ ├── ci/ └── README.md We’ll build this step-by-step in the series. 👨‍💼 About Me: I am an AWS Certified Developer and AWS Certified Solutions Architect with around 2 decades of software development experience, building production-grade cloud AI systems and agentic architectures. This channel focuses on: AI Automated Contract Review system on AWS Enterprise AI on AWS Agentic AI systems Bedrock production patterns Serverless architecture design Cloud-native GenAI workflows 📅 Business & Architecture Consulting If you're building enterprise AI systems or an Automated Contract Review System: 👉 Book a consultation call: https://calendly.com/romitbhandari17/... 📂 GitHub Repository: Full codebase for this series: 👉 https://github.com/romitbhandari17/ag... Prompt cheatsheet: https://github.com/romitbhandari17/ag... Subscribe so you don’t miss it.