What leaders see
Quality Follow-Up Rate
72%
down 8% from last month
Compared to last month
Reporting Trust Audit
Stop arguing about the numbers.
Know which metrics your leaders can trust.
SignalCare reviews metric definitions, SQL / CCL logic, source mappings, attribution rules, exclusions, and dashboard calculations so your team can find logic gaps before leaders act on bad data.
Logic review in 1–2 weeks
SQL / CCL validation
Source-to-dashboard mapping
No dashboard rebuild required
Executive-ready findings
Metric Logic X-Ray
What SignalCare inspects under the hood
Numerator Logic
Follow-ups completed within 30 days
Denominator Logic
Eligible patients with a completed visit
Exclusions
Test patients, duplicates, deceased
Attribution
Attributed to rendering provider
Source Table
CLARITY_F_ACT_E_VISIT
Refresh Timing
Nightly at 2:15 AM
Drilldown Match
Detail totals match summary
Validation Status
3 issues identified
Demo data only. Replace with verified client data before production.
Find logic gaps before leaders act on bad data.
A beautiful dashboard with questionable logic creates executive risk.
Conflicting numbers
Different numbers across reports and teams.
Unclear denominators
Denominator rules are inconsistent or undocumented.
Missing exclusions
Key exclusions are missing or applied incorrectly.
Attribution issues
Provider or location attribution skews results.
Stale refresh logic
Data refresh timing does not match business needs.
Drilldowns don’t match
Detail data doesn’t add up to summary totals.
What we review
Metric Definitions
Clarity, intent, owner, and business rules.
SQL / CCL Logic
Validate queries, joins, filters, and calculations.
Numerator & Denominator
Confirm logic matches the business intent.
Exclusions & Edge Cases
Validate exclusions, edge cases, and data quality filters.
Source-to-Dashboard Mapping
Trace data from source tables to visuals.
Refresh Timing
Confirm data latency and refresh schedules.
Provider / Location Attribution
Validate attribution logic and grouping rules.
Drilldown Validation
Ensure detail matches summary at every level.
The Reporting Trust Audit Framework
1. Metric Selection
Select the most critical metrics and reports for review.
2. Definition Review
Review metric definitions, business rules, and intended logic.
3. Source Mapping
Map data sources, tables, and transformation logic.
4. Logic Validation
Validate SQL / CCL logic against the definitions.
5. Output Comparison
Compare dashboard outputs to expected results.
6. Fix Recommendations
Document issues and provide clear fix recommendations.
How it works
Clear process. Fast results.
1
Day 1
Select priority metrics
We align on your goals and select the highest-impact metrics to audit.
2
Days 2–5
Review logic and sources
We review definitions, SQL / CCL logic, sources, and transformation rules.
3
Week 2
Compare outputs and identify gaps
We validate results, quantify gaps, and identify risks.
4
End of Week 2
Deliver trust findings and fixes
You get clear findings, prioritized issues, and recommended fixes.
What you get
Executive Findings Summary
High-level view of risks and impacts.
Metric Definition Matrix
Complete definitions, rules, and ownership.
Logic Risk Scorecard
Risk ratings and issue severity.
Source-to-Dashboard Map
End-to-end data lineage and logic flow.
Validation Issues List
Detailed list of gaps and root causes.
Recommended Fixes
Clear fixes with impact estimates.
Optional Dashboard Roadmap
Recommendations to improve clarity, trust, and actionability.
"SignalCare helped us cut through reporting noise and validate the logic behind our most important metrics. Now our leadership team trusts the numbers and takes action with confidence."
Director of Operations
Healthcare Organization
Sample testimonial. Replace with verified client proof.
Deep Expertise
Experienced in SQL, CCL, Power BI, and healthcare data.
Platform Agnostic
We work with Oracle Health / Cerner, Epic, and other systems.
Executive Focused
Findings tailored to executive decisions and strategic impact.
Actionable Results
Practical fixes that improve trust and direction.
Ongoing Partnership
We support fixes and continuous metric improvement.
Trusted by healthcare, dental, and public sector teams to turn data into action.
Ready to know which numbers your leaders can trust in 1–2 weeks?
- Clear scope before we build
- Works with your existing data & reports
- No dashboard rebuild required
- Executive-ready findings