Data Quality as a Service
Data quality is the difference between decisions made with confidence and decisions made in doubt. Thornevale Group helps leaders establish the rules, accountability, and monitoring that keep critical information accurate, complete, and trustworthy.
Overview
Data quality is not a one-time cleanup. It is an ongoing discipline that ensures the information driving reporting, analytics, compliance, and AI remains fit for purpose. When quality is governed, leaders stop reconciling and start acting.
We help organizations define what "good" means for their most critical data, measure where they stand, and resolve issues at the source. The outcome is measurable improvement in confidence, efficiency, and regulatory readiness — sustained over time, not just for a single report.
Sound Familiar?
If these challenges resonate, you are not alone — and you are closer to a solution than you think.
Key Challenges We Solve
The Problem
Data defects are logged but sit unresolved because no one owns them or prioritizes them.
Business Impact
Problems accumulate, trust erodes, and reporting becomes unreliable.
Why It's Urgent
Each unresolved issue compounds, making eventual remediation more expensive.
The Problem
There is no agreed definition of what constitutes acceptable quality for critical data.
Business Impact
Teams argue about whether data is "good enough" instead of acting on it.
Why It's Urgent
Without standards, quality cannot be measured, managed, or improved.
The Problem
Quality problems are discovered late — during audits, migrations, or reporting cycles.
Business Impact
Remediation is rushed, costly, and disruptive to operations.
Why It's Urgent
Late detection turns manageable issues into executive escalations.
The Problem
Teams fix data errors at the surface without tracing them to their source.
Business Impact
The same defects recur, eroding confidence and wasting effort.
Why It's Urgent
Without root-cause resolution, quality never sustainably improves.
What We Deliver
We focus on strategy, operating models, risk reduction, accountability, executive visibility, and business outcomes — delivered by senior practitioners.
Defined quality dimensions, rules, and thresholds for the data that matters most to the business.
Focus on the data elements whose quality most affects decisions, compliance, and operations.
A disciplined process to log, prioritize, trace, and resolve issues at the source.
Ongoing measurement that gives leadership an objective view of quality trends and risk.
Clear ownership so every critical data element has someone responsible for its quality.
Reporting that translates quality into business risk and confidence for leadership.
Deliverables
Outcomes You'll Achieve
Reduced Risk
Critical data is monitored and issues are resolved before they become findings or failures.
Improved Confidence
Leaders trust the numbers behind reporting, analytics, and decisions.
Increased Accountability
Every critical data element has an owner accountable for its quality.
Better Decision-Making
Reliable, consistent information removes doubt from strategic and operational choices.
Regulatory Readiness
Documented quality controls and evidence ready for audits and compliance.
Operational Efficiency
Less time reconciling, more time acting — quality becomes a sustained advantage.
Founding client offer: 20% off the Sprint and Enterprise tiers of any service, or the first 6 months of a Stewardship plan, for the first 5 clients who sign by December 31, 2026, in exchange for a testimonial or case study.
PACKAGES & PRICING
Start with one dataset, or put rules in place across your critical data. Every package includes profiling for completeness, validity, uniqueness, consistency and timeliness, issues ranked by business impact, named issue owners, and an executive readout.
$4,500
A fast, honest read on one dataset.
$9,500
Founding client price: $7,600
Root causes, not just symptoms.
$16,500
Founding client price: $13,200
Rules built, monitored and owned.
From $4,500/month
Catch issues before your reports do.
Guarantee: Every rule we build runs in your tool at handoff. If one fails within 30 days, we fix it at no cost, provided source access stays as scoped. Larger or multi-year programs are quoted separately.
Executive Action
Today's governance challenges become tomorrow's:
The longer governance gaps remain unresolved, the more costly they become to address. Thornevale Group helps executive leaders identify, prioritize, and resolve governance challenges before they impact organizational performance, regulatory readiness, or strategic initiatives.
Start a Data Trust Quick-Start
Gain immediate visibility into: