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ms-ai-architect/skills/ms-ai-engineering/references/data-engineering
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Kjell Tore Guttormsen 544934dc57
 refactor(examples): replace sector-specific example material with generic, fictitious examples 
Reference files, test fixtures, the playground demo project and one design
document now use generic, fictitious examples (buildings, energy, water,
grants, municipal services). The playground demo (17 fixtures plus the
embedded demo state) tells one consistent story: a municipal customer
chatbot that pre-screens housing-benefit applications, classified under
Annex III point 5(a). The embedded demo copies were edited in place rather
than regenerated, because they already carry newer AI Act dates than the
fixture files.

Legal text is unchanged. Test semantics are unchanged. Four dark-theme
onboarding screenshots with outdated placeholder text are removed.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
2026-09-23 14:03:53 +02:00
..
cross-cloud-data-integration.md refactor(ms-ai-architect): R13 del 1 — nøytraliser Cosmo-personaen i ref-korpusets headinger, etter å ha rettet en gate som var målt usann to ganger 2026-09-12 22:12:28 +02:00
data-anonymization-privacy.md refactor(ms-ai-architect): R13 del 1 — nøytraliser Cosmo-personaen i ref-korpusets headinger, etter å ha rettet en gate som var målt usann to ganger 2026-09-12 22:12:28 +02:00
data-cataloging-discovery.md refactor(examples): replace sector-specific example material with generic, fictitious examples 2026-09-23 14:03:53 +02:00
data-factory-ai-pipelines.md refactor(ms-ai-architect): R13b — nøytraliser de mekaniske persona-forekomstene utenfor headinger, etter at ordrens egen korrigerte bøttegrense ble målt usann 2026-09-15 21:09:00 +02:00
data-mesh-patterns.md refactor(examples): replace sector-specific example material with generic, fictitious examples 2026-09-23 14:03:53 +02:00
data-pipeline-orchestration.md refactor(examples): replace sector-specific example material with generic, fictitious examples 2026-09-23 14:03:53 +02:00
data-quality-ai-frameworks.md refactor(ms-ai-architect): R13 del 1 — nøytraliser Cosmo-personaen i ref-korpusets headinger, etter å ha rettet en gate som var målt usann to ganger 2026-09-12 22:12:28 +02:00
data-sampling-labeling.md refactor(examples): replace sector-specific example material with generic, fictitious examples 2026-09-23 14:03:53 +02:00
data-versioning-lineage.md refactor(ms-ai-architect): R13 del 1 — nøytraliser Cosmo-personaen i ref-korpusets headinger, etter å ha rettet en gate som var målt usann to ganger 2026-09-12 22:12:28 +02:00
dataverse-ai-integration.md refactor(ms-ai-architect): R13 del 1 — nøytraliser Cosmo-personaen i ref-korpusets headinger, etter å ha rettet en gate som var målt usann to ganger 2026-09-12 22:12:28 +02:00
delta-lake-parquet-optimization.md refactor(ms-ai-architect): R13 del 1 — nøytraliser Cosmo-personaen i ref-korpusets headinger, etter å ha rettet en gate som var målt usann to ganger 2026-09-12 22:12:28 +02:00
etl-vs-elt-ai.md refactor(ms-ai-architect): R13 del 1 — nøytraliser Cosmo-personaen i ref-korpusets headinger, etter å ha rettet en gate som var målt usann to ganger 2026-09-12 22:12:28 +02:00
fabric-lakehouse-architecture.md refactor(ms-ai-architect): R13b — nøytraliser de mekaniske persona-forekomstene utenfor headinger, etter at ordrens egen korrigerte bøttegrense ble målt usann 2026-09-15 21:09:00 +02:00
feature-stores-engineering.md refactor(examples): replace sector-specific example material with generic, fictitious examples 2026-09-23 14:03:53 +02:00
lakehouse-architecture-design.md refactor(ms-ai-architect): R13 del 1 — nøytraliser Cosmo-personaen i ref-korpusets headinger, etter å ha rettet en gate som var målt usann to ganger 2026-09-12 22:12:28 +02:00
master-data-management-ai.md refactor(ms-ai-architect): R13 del 1 — nøytraliser Cosmo-personaen i ref-korpusets headinger, etter å ha rettet en gate som var målt usann to ganger 2026-09-12 22:12:28 +02:00
microsoft-purview-governance.md refactor(examples): replace sector-specific example material with generic, fictitious examples 2026-09-23 14:03:53 +02:00
onelake-data-strategy.md refactor(ms-ai-architect): R13 del 1 — nøytraliser Cosmo-personaen i ref-korpusets headinger, etter å ha rettet en gate som var målt usann to ganger 2026-09-12 22:12:28 +02:00
real-time-streaming-ai.md refactor(examples): replace sector-specific example material with generic, fictitious examples 2026-09-23 14:03:53 +02:00
schema-evolution-management.md refactor(ms-ai-architect): R13 del 1 — nøytraliser Cosmo-personaen i ref-korpusets headinger, etter å ha rettet en gate som var målt usann to ganger 2026-09-12 22:12:28 +02:00
synthetic-data-generation.md refactor(examples): replace sector-specific example material with generic, fictitious examples 2026-09-23 14:03:53 +02:00
zero-etl-fabric-patterns.md refactor(ms-ai-architect): R13 del 1 — nøytraliser Cosmo-personaen i ref-korpusets headinger, etter å ha rettet en gate som var målt usann to ganger 2026-09-12 22:12:28 +02:00