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brianletort.aiD. Brian Letort, Ph.D.

AI Transformation Library

See how AI changes the work.

105 real-world cases. What changed, what improved, and where people still decide.

CardsTable

2 cases

1–2

CaseIndustryFunctionTypeAI valueBefore → AfterEvidenceOpen
An editorial scene for Microsoft Azure contrasts fire alerts inside individual azure services as local symptoms appear. with continue to fire alerts; warden ingests them globally from icm. in the warden automated incident detection in icm workflow.Microsoft AzureTechnology & softwareIT operationsCoordination compressedWarden faster in ~68% of successfully detected incidents; median saving 21.8 NTUs, about 15% of time-to-mitigate for those casesSequentialTogetherverified evidenceverified
An editorial scene for Microsoft contrasts investigates incident telemetry, scripts, and evidence manually in defender xdr. with uses generated summaries and explanations to analyze incidents and scripts. in the copilot-assisted incident summarization, script analysis, reporting, and guided response workflow.MicrosoftTechnology & softwareIT operationsCreator to judgeMicrosoft reports that Copilot users finished overall tasks 22% faster.CreateReviewreported evidencereported
Curated collections →Evidence methodologyPublication history
Transformations | Brian Letort