How to build a secure internal ChatGPT on AWS
A practical path to private enterprise AI using Amazon Bedrock — identity, data boundaries, logging, and cost controls without shipping prompts to public APIs.
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Practical articles on migrations, cost control, security, and AI on AWS — organized by topic so you can go deep on what matters to your team.
Tips, trends, and common mistakes
Frameworks and checklists
Proof and next steps
Bedrock, RAG, and enterprise AI on AWS
A practical path to private enterprise AI using Amazon Bedrock — identity, data boundaries, logging, and cost controls without shipping prompts to public APIs.
Read articleA decision lens for security, data residency, operations, and cost — not a feature scorecard.
Read articlePolicies, data boundaries, and approval workflows — before you give 500 employees a chat box.
Read articlePlanning, cutover, and post-migration optimization
How to plan cutovers, rollback triggers, and hypercare so go-live week is boring — not heroic.
Read articleWhen to move fast, when to replatform, and how to avoid paying twice for the same migration.
Read articleA practical checklist for discovery, networking, identity, backups, and runbooks — so go-live week is boring on purpose.
Read articleThe planning gaps, scope creep, and operational surprises that inflate AWS migration costs — and how to avoid them.
Read articleBaseline hardening, compliance, and incident readiness
Repeated misconfigurations that show up in almost every review — and the fixes that do not require a six-month security program.
Read articleWho secures what on AWS — in plain language for CTOs, IT directors, and audit conversations.
Read articleSpend visibility, right-sizing, and FinOps habits
Hidden cost drivers that show up after migration or rapid growth — and how to spot them before finance asks awkward questions.
Read articleA repeatable 90-minute review structure for finance and engineering — focused on decisions, not dashboards.
Read articleOperating AWS after go-live
Beyond tickets and dashboards — the operating practices that keep production AWS healthy after go-live.
Read articleEngineer-led consulting and architecture reviews
What we look at in 45 minutes, what you leave with, and when it makes sense to go deeper — no sales deck required.
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