Reference architecture
Enterprise AI inference topology
Gateway, accelerator pools, evaluation gates and rollback paths for online inference.
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Reference material from our engineering practice.
Architecture blueprints, guides and briefings drawn from MS Global Growth delivery work. Written for engineers and technology leaders, not for lead capture.
Technical guide
Data contracts in practice
Defining, testing and versioning contracts between producers and consumers.
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Cost control for GPU workloads
Attribution, quotas and batching strategies that keep accelerator spend predictable.
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Designing an automation approval model
Where human review belongs in an AI-assisted workflow, and how to log it.
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Lakehouse migration without a freeze
Incremental migration patterns that keep reporting live throughout.
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Multi-account landing zone blueprint
Identity boundaries, networking and IaC layout for regulated estates.
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