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    Business Outcomes

    Business Outcomes

    Technology is useful when the business wins

    Selected outcomes from consulting, industry, and client work — framed around value created rather than tools installed.

    Fortune 50 Consumer Products

    Replaced a costly analytics workflow

    Rebuilt a critical vendor-dependent process with internal cloud data tooling, automation, and governed delivery.

    ~$2M/year in recurring platform cost avoided

    DatabricksAzure Data FactorySnowflakeSigma

    Digital Commerce

    Made a production workload materially faster

    Diagnosed bottlenecks, simplified transformation logic, improved model efficiency, and validated parity before promotion.

    Runtime reduced from ~6 hours to ~2 hours

    SQLdbtData ModelingPerformance Tuning

    Global Restaurant Analytics

    Built international performance and benchmark logic

    Created reusable performance datasets, comparison benchmarks, and location-ranking logic across countries and reporting needs.

    More consistent KPI comparison and decision support

    DatabricksRedshiftSQLSigma

    Business Automation

    Connected customer workflows with usable data

    Connected customer requests, scheduling and administration with structured backend data and protected operational workflows.

    A foundation for operational reporting and automation

    PostgreSQLWorkflow AutomationData CaptureAccess Controls