For organizations · case studies

Proof without exposing client environments.

Governance, migration, platform-risk, and reliability engagements, written up the way you’d want to read them before a call: what was going on, how it was examined, what was recommended, and what changed. Client names and environment details are left out on purpose.

01
Regulated telecom carrier · anonymized case study

Supporting audit-ready data governance

How source data, a compliance model, audit-trail architecture, and a usable evidence package replaced a manual paper-based SOX process.

SOX · Data governance · Audit evidence · Compliance data model

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02
Confidential engineering organization · anonymized case study

Catching Fabric migration risks before production

How a Microsoft Fabric architecture assessment turned hidden governance, ingestion-cost, and Direct Lake risks into a sequenced remediation roadmap.

Microsoft Fabric · Synapse migration · FinOps · Data governance · Architecture assessment

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03
Confidential production data environment · anonymized case study

Tracing an intermittent pipeline failure to its root cause

How a concurrent credential-collision pattern was diagnosed and replaced with per-job rotation and centralized secret management.

Azure · API pipelines · Reliability · Security · Root-cause analysis

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04
Regulated enterprise analytics team · worked example

Escaping the 500-report migration trap

How a legacy reporting estate should be triaged, sequenced, and piloted before a line-by-line lift and shift to Databricks turns fifteen years of technical debt into metered cloud spend.

Databricks · Legacy migration · FinOps · Portfolio triage · Team enablement

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05
Healthcare provider master data · worked example

When a golden record chose the wrong name

How a single frequency-based survivorship rule let fourteen repeated errors beat two correct values, and what a defensible master data architecture changes.

Master data management · Survivorship · Data governance · Lineage · Stewardship

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06
Enterprise IT change management · worked example

Turning a change calendar into a real control

Why a blanket 24-hour change lead time is ceremony rather than governance, and the risk-tiered change lane structure data teams should propose instead.

Change management · Governance · ITIL 4 · Operating model · Data platform ownership

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Client perspective

What a client said about the assessment approach.

This public reference describes an assessment that produced a prioritized roadmap rather than an overwhelming backlog.

Working with Chris was a great experience. He has a very approachable, conversational style that made it easy to discuss complex topics without getting overwhelming. Throughout the engagement he balanced technical depth and best-practice with practicality and feasibility.

What we appreciated most was that he came into the assessment with a clear structure and left us with a prioritized, approachable roadmap rather than an overwhelming list of improvements. He helped validate many of the directions we were considering, identified areas we could avoid future tech debt, and provided practical recommendations we can realistically execute over time.

I would absolutely recommend Chris to any team looking for a thoughtful technical advisor who can communicate effectively with both engineers and leadership.

PaigeData Platform Manager, NEI Engineering

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