RESOURCES

Practical resources for platform leaders and delivery teams

Guides, checklists and templates that support platform planning, reliability and AI decisions.

Checklist

Cloud Migration Reliability Checklist

Source-to-target validation, reconciliation logic, precision control, schema review and business-trust checkpoints during migration.

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Guide

Lakehouse Delivery Readiness Guide

For teams evaluating whether their current platform structure is ready for scalable Bronze, Silver and Gold delivery.

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Template

Data Quality Control Planning Template

Identify where validations should exist across ingestion, transformation, synchronization and curated layers.

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Reference

Real-Time vs Batch Decision Notes

When real-time or batch models make sense and what reliability considerations should influence the choice.

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Assessment

Platform Trust Review Worksheet

Identify where trust is currently being lost in reporting, movement, reconciliation or operational processes.

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Starter

AI Use-Case Qualification Sheet

A short set of questions to test whether an AI idea is feasible, measurable and safe to operate before building.

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