AWS Development & Consulting Services — Cloud-Native Engineering at Scale

DiveScale is an AWS-native engineering team. We architect, migrate, and operate workloads with the well-architected discipline — operational excellence, security, reliability, performance, sustainability, and cost — built into every decision, not bolted on at audit time.

We standardize on Infrastructure as Code from day one. Terraform for multi-cloud and most production estates; CDK / CloudFormation / SAM for AWS-only patterns where they fit. Never click-ops, never untracked. Drift gets detected before it becomes an incident.

Our multi-account governance approach starts with AWS Organizations, Control Tower, IAM Identity Center, and SCPs. Baseline stacks (networking, logging, security baselines) deploy via StackSets driven by OUs, with auto-deploy on new accounts. Workloads land in their own accounts with clear blast-radius limits.

We keep the AWS bill in check. Right-sized instances, Savings Plans and Spot strategy, ARM / Graviton migration where compatible, S3 lifecycle tiering, idle-resource reaping, and observability that makes cost a per-service line item — not a quarterly surprise. We share monthly FinOps reports during engagements.

On the AI side, AWS Bedrock is now first-class for production AI workloads — Anthropic Claude, Cohere, Meta Llama, and others available with HIPAA-eligible and SOC 2-aligned configurations. We deploy production Bedrock integrations end to end, with the IAM scoping and VPC isolation regulated workloads require.

And we are honest about migrations. Lift-and-shift is rarely the right end state — but it can be the right intermediate step. We propose the staged migration plan (often lift, then re-platform, then re-architect) that lands business value early without committing to a multi-year rewrite up front.