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 Featured topics

White papers

Coming June, 2025:

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To preview a chapter, email me at zhall@lakestreetdata.com.

 Consulting Services

Recruiting

Looking to shape your data team for better, faster decisions? Reach out for a needs assessment and access to tailored permanent or contract resources.

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Coaching

Sign up for my newsletter. Reach out anytime to discuss your data challenges or any other feedback you need. Coaching advice is always free.

Frictionless Data | Zane Hall | Substack

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Solutions

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Roadmap / Benchmarking

A fixed length project to help you understand your starting point for a data strategy.

 

  • Approach

    • Review survey questions with technical team

    • Assess completeness using LSD data type matrix

    • Compare platform to reference architecture

    • Compare team to business partner model

    • Test and assess master data

  • Deliverables

    • Assessment

      • Collaboration

      • Integration

      • Visibility

      • Velocity

      • Accessibility

      • Cost

    • Written comparison to our reference architecture

    • Executive summary presentation

    • Roadmap recommendations

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Data Office and Governance Framework

Establish the center of excellence you need to get your whole company operating on the same master data framework.

 

  • This includes

    • Establishing a master data hub in the data platform for use by people, reports, and applications.

    • Enforcing system of record for key master datasets and fields for control and agility.

    • Controlling master data hierarchies to align decisions across the enterprise.

    • Providing data quality management services for consistent and trusted data throughout the company.

  • Framework services

    • Central Master Data Source

    • Exception reporting

    • Lineage Dictionary

    • Subscriptions

    • Data Catalog

    • Reporting access

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