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Practitioner Guide

The Hyperscaler GTM Playbook

A comprehensive playbook on building and scaling a software vendor’s go-to-market motion with the three major hyperscalers – AWS, Microsoft Azure and Google Cloud.

Glowing enterprise database tower in a storm-lit city skyline

Analysis & Thinking

Databases & AI

Enterprise databases are being reshaped by AI – structurally, not gradually. Architecture, economics and safety for systems that cannot afford to be wrong.

From the Playbook

The Hyperscaler GTM Playbook

Hub page – start here for the full picture.

Cloud Alliances Explained

How to build and scale a hyperscaler partnership function.

Hyperscaler Co-Sell

The complete guide to selling with AWS, Azure and Google Cloud.

Cloud Marketplace

Listing, selling and scaling on AWS, Azure and Google Cloud.

See all 16 articles →

Recent Writing

Something New Has to Sit Between Agents and Databases

Enterprise architecture depended on humans in ways nobody designed. Something new has to be built deliberately.

Enterprise Architecture Quietly Depended on Humans

The absence is now visible across every domain. Agentic AI is the first technology to remove those properties simultaneously.

Decades of Change Management. None of It Was Built for Agentic AI

The assumption that software behaves reproducibly is load-bearing in ways that only become visible now.

You Won’t See Failure First. You’ll See Cost

The first signal isn’t a red dashboard or a paged engineer. It’s a line in the cloud bill.

See all writing →

About the Playbook

16 articles for ISVs navigating the AWS, Azure and Google Cloud partner ecosystems. Covers alliance strategy, co-sell motion, marketplace listings, private offers, funding and operations – written for practitioners, not consultants.

Blog Series

Databases in the Age of AI →

What AI agents mean for architecture, safety and economics at the system of record.

Database Performance in the Cloud →

Latency, throughput and cost under real workloads in public cloud infrastructure.

Storage for DBAs →

Flash changed everything. This series builds the foundation from first principles.

hyperscaler-gtm.com · Field experience. Honestly documented.

flashdba.com · Database architecture. Agentic AI. No easy answers.