Insights & Resources

Choose between AWS Bedrock and OpenAI API for enterprise generative AI. Compare pricing, compliance, latency, and feature trade-offs.

The business case for hiring a certified AWS consultant: 12 specific, measurable benefits — from MAP credits and FinOps savings to faster AI deployment and compliance. Written by an AWS Select Tier Services Partner.

Compare fine-tuning and RAG (retrieval-augmented generation) for customizing LLMs on Bedrock. Cost, latency, and accuracy trade-offs.

Production guide for HIPAA-compliant generative AI on AWS Bedrock — BAA scope, eligible models, Guardrails for PHI redaction, Knowledge Bases for RAG over clinical data, VPC isolation, and the audit evidence package OCR investigators expect.

Build SaaS with AI: multi-tenant architecture on Bedrock, cost isolation, and tenant data security.

Greengrass v2 for factory floors. July 2026 refresh — Nucleus 2.18.x line, non-root install (2.17), TPM (2.16), SiteWise collector names, SageMaker Edge Manager EOL.

The 20 AWS services reshaping enterprise architecture in 2024–2026: AI agents, vector storage, generative BI, distributed SQL, and security automation explained.

SiteWise multivariate anomaly detection (GA July 2025) is the Lookout for Equipment exit ramp before the 2026-10-07 sunset. July 2026 refresh — when native ML fits, when SageMaker still wins.

Real AWS DevOps practices from production: GitOps on EKS, OpenTelemetry, supply chain security, chaos engineering with FIS, and AI-assisted DevOps with Amazon Q.

July 2026: AWS Support is Business Support+ (from $29/mo), Enterprise (from $5k/mo), and Unified Operations — legacy Developer/Business/On-Ramp sunset 2027-01-01. What 24/7 third-party managed monitoring still adds, with an SLA scorecard.

AWS Cloud Consulting Partners vary wildly in quality and capability. This guide explains AWS Partner tiers, what differentiates top partners from generalists, and concrete evaluation criteria for choosing a consulting partner aligned with your business.

When staging is green and prod fails, it's usually config drift — not the commit. July 2026 refresh: IaC parity, intentional size deltas, drift checks that catch SG and parameter-group surprises.