Diagnosis & direction
Initial discovery, architecture direction, critical tradeoffs, roadmap development, and final recommendations.
Founder-led data strategy & architecture advisory
Make the data decision you can defend six months from now.
Gambill Data helps data and architecture leaders reduce the risk of consequential platform, governance, modernization, and AI decisions—using independent senior judgment, direct founder involvement, and practical technical depth.
Primary specializationDatabricksLakehouse architecture, governance, reliability, production patterns, cost, and AI readiness.
Strategic Microsoft practiceFabricMigration readiness, OneLake, Power BI impact, capacity, governance, and cutover decisions.
Independent senior judgment
StrategyArchitectureGovernanceEnablement
Who this is for
For data leaders who have a real team, a real platform, and a decision that is getting expensive to delay.
Gambill Data works with CDOs, VPs of Data, Directors of Data Engineering, and architecture leaders dealing with platform uncertainty, architecture drift, unreliable reporting, governance gaps, migration risk, audit exposure, or AI pressure ahead of data readiness.
When to bring Chris in
Before the next tool decision becomes the next cleanup project.
The first question is rarely “which platform?” It is usually whether the organization has clear ownership, defensible tradeoffs, reliable operating patterns, and a path the team can actually execute.
01
Decision trigger
Platform uncertainty
A migration, platform choice, or AI initiative is approaching before the architecture and operating model are ready.
02Decision trigger
Trust and reliability gaps
Reports disagree, pipelines keep failing, or engineering is spending too much time compensating for a fragile foundation.
03Decision trigger
Governance and audit exposure
Ownership, definitions, access, lineage, evidence, or change control cannot stand up to the next serious question.
04Decision trigger
Missing senior architecture coverage
The team needs an independent, experienced read on a consequential decision—not another layer of generic delivery.
Direct accountability
The person framing the work stays accountable for the important parts.
Founder-led does not mean Chris performs every task. It means the core judgment does not disappear after the sale.
Decisions & communication
Executive communication, material design reviews, governance direction, and quality oversight within the agreed scope.
Capability & control
Internal teams and existing partners keep operational ownership. Gambill Data transfers context, standards, and judgment instead of creating dependency.
How the work moves
A simple method for turning uncertainty into an executable next step.
Not a branded magic trick. Just the sequence used to make decisions clearer and implementation more credible.
01
Diagnose
Review the current state, constraints, evidence, ownership, and decision that is actually at risk.
02
Decide
Make the tradeoffs visible: what to fund, stop, sequence, validate, or challenge before the next commitment.
03
Design
Create practical architecture direction, standards, decision records, and an executable roadmap.
04
Enable
Work with your team and existing partners through review, guidance, workshops, and defined support so capability stays with you.
Representative work
Proof without exposing client environments.
Caught Fabric migration risks before they hit production
An architecture health and risk assessment surfaced workspace security gaps, a destructive ingestion pattern burning Capacity Units, and a Gold layer not ready for Direct Lake—then a phased roadmap to fix it.
Traced an intermittent pipeline failure to its root cause
Diagnosed a concurrent-execution credential collision, then redesigned the token lifecycle with Azure Key Vault and per-job rotation to remove it for good.
A first SOX audit concluded with zero findings
In an earlier era of Gambill Data, Chris built the compliance data model and evidence package behind the result.
I would absolutely recommend Chris to any team looking for a thoughtful technical advisor who can communicate effectively with both engineers and leadership.
How engagements begin
Start with a bounded decision—not a vague consulting commitment.
Databricks cost and governance diagnostics begin at $8,000. Larger Lakehouse and Unity Catalog audits range from $12,500-$25,000, and full Lakehouse Readiness Reviews range from $25,000-$45,000. Enterprise architecture audits, platform blueprints, and retainers remain available when the decision is broader.
Make the next data decision with less risk.
Independent strategy, architecture, governance, platform assessment, technical direction, and enablement for teams that need senior accountability.
Explore consulting ↗For data professionalsBuild stronger judgment for the work ahead.
Coaching and professional development for engineers building technical, communication, architecture, and career capability.
Explore coaching ↗A practical first conversation
Bring the messy version.
The 30-Minute Strategy and Architecture Fit Call is for leaders who need a clearer read on the decision, risk, and most useful next step—not a high-pressure sales process.
See what the call covers