Modernize Legacy Systems. Automate Reporting. Trust the Numbers.

I help small businesses streamline reporting, automate processes, and gain real visibility into their financial performance — without adding complexity.

Barnaby Source of Truth

The Data Ferret Method™

From Disconnected Systems to a Single Source of Truth

Many organizations struggle with disconnected systems, manual spreadsheets, inconsistent reporting, and business processes that have evolved over many years.

I help organizations modernize legacy databases, automate reporting, connect fragmented data sources, and build trusted reporting environments.

 

Ferreting Out the Truth in Numbers™
Following the trail from report to source

 

 

 
 

Featured Modernization Case Study

From Multiple Versions of the Truth to a Single Source of Truth


A healthcare staffing organization operating across New York, New Jersey, Maryland, and Westchester County relied on a 10-year-old Microsoft Access reporting environment, multiple vendor systems, manually maintained spreadsheets, and fragmented reporting processes to support daily operations.

More than 300 nurses, caregivers, managers, and executives depended on patient, operational, payroll, billing, and management reports that required significant manual effort to generate, validate, and distribute.

The challenge wasn't simply reporting. The challenge was restoring trust in the information.

The Investigation


Multiple reporting systems were reverse engineered, including MatrixCare, HHA Exchange, and HealthMEDX (now Netsmart), to identify how key business metrics were calculated and where critical reporting data originated.

  • Mapped and standardized 12-20 executive reporting metrics
  • Consolidated data from multiple vendor systems
  • Validated patient, payroll, billing, and operational reporting
  • Identified reporting inconsistencies caused by manual spreadsheet processes
  • Created a centralized SQL Server reporting environment

The Solution


An automated reporting platform was developed using SQL Server, FTP automation, SQL Agent jobs, stored procedures, SAP BusinessObjects, and data integration processes that refreshed every night before staff arrived for work.

Results


300+
Healthcare Professionals Supported
5+
Operational Systems Integrated
100%
Automated Overnight Reporting
1
Trusted Reporting Environment

Patient reporting, operational scorecards, payroll reporting, billing reporting, and executive dashboards were standardized, automated, and delivered automatically each morning.

By tracing every metric back to its source and rebuilding reporting logic from the ground up, the organization gained a centralized reporting platform capable of supporting operational decision-making across multiple locations.

Download the Full Case Study

Learn how disconnected systems, legacy reporting processes, manually maintained scorecards, and fragmented operational data were transformed into a centralized business intelligence platform.

Download PDF

Case Study: Automated Financial Reporting System

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See My Work

Examples of dashboards, reports, and automation systems I've built.

Dashboard Example

Interactive financial reporting dashboard.

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Automated Report

Weekly reporting automation system.

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What I Do

Providing expert consulting, system automation, and actionable insights for small businesses.

  • Data integrity & reporting
  • Process automation & workflow optimization
  • Technical writing & documentation
  • Corporate training & coaching

Systems & Software Expertise

QuickBooks, Access, SQL Server, Oracle EBS, MS Dynamics/Great Plains, SharePoint, Hyperion, and more.

© 2026 Jennifer Dazell | Consulting Services