FinOps on Terraform Pilothttps://www.terraformpilot.com/categories/finops/Recent content in FinOps on Terraform PilotHugo -- gohugo.ioen-USSun, 12 Apr 2026 10:00:00 +0000Terraform for AI Infrastructure Optimization: Cost-Efficient Model Deployment on AWShttps://www.terraformpilot.com/articles/terraform-ai-infrastructure-optimization/Sun, 12 Apr 2026 10:00:00 +0000https://www.terraformpilot.com/articles/terraform-ai-infrastructure-optimization/AI infrastructure optimization is the 2026 reckoning. Deloitte calls it an “AI infrastructure reckoning” — organizations moving past the “just buy GPUs” phase into balancing model choice, inference cost, deployment architecture, and token economics. NVIDIA emphasizes cost-efficient token production as the key metric. This guide shows how to use Terraform to deploy cost-optimized AI inference infrastructure on AWS. The Cost Problem Model Input $/1M tokens Output $/1M tokens 1M requests/month* Claude 3.