Proven Impact. Predictable Growth.
From identifying hidden six-figure variances to building hospital-wide profitability engines.
A track record of turning fragmented data into strategic clarity.
Success Gallery
I don’t just advise; I build. Whether architecting zero-touch data pipelines or optimizing eight-figure operating budgets, Jiller Consulting partners with SMBs to turn fragmented spreadsheets and financial blind spots into predictable, profitable growth.
The Challenge
Leadership was losing dozens of hours to ad-hoc reporting—manually pulling, pasting, and reconciling requisition data with no standardized way to track KPIs across their 5 hospital locations.
The Solution
Engineered a zero-touch, automated data pipeline. Using Python and Google Cloud, I replaced the manual grind with a workflow that extracts and aggregates daily remote data directly into a custom C-Suite dashboard.
The Impact
- Time Saved: Eliminated dozens of hours of manual weekly reporting.
- Executive Oversight: Provided daily, standardized visibility into cross-hospital KPIs.
- Revenue Growth: The dashboard became a strategic asset used in executive pitches to demonstrate operational transparency and win new business.
The Challenge
Managing a complex $62MM+ operating budget requires flawless visibility. Without standardized forecasting and rigorous vendor oversight, organizations risk significant financial leaks through manual errors, misaligned headcount, or duplicate billing.
The Solution
Operated as an embedded finance leader to overhaul the FP&A framework. Engineered automated, “one-click” personnel forecasting models, standardized the month-end close, and instituted rigorous account-level expense tracking.
The Impact
- Immediate Cost Avoidance: Prevented $240,000+ in financial leakage by intercepting a duplicate vendor invoice and recovering erroneous bank fees.
- Process Automation: Built and trained the team on custom, automated forecasting macros, driving massive efficiency gains.
- Predictable Planning: Delivered highly accurate annual planning and strategic initiative tracking to stabilize cash flow and operational growth.
The Challenge
A vital, five-branch public library system was facing a critical $100K budgetary shortfall. To safely execute a precise 5% operating expense reduction, they needed robust reporting that their state-mandated accounting software simply couldn’t provide.
The Solution
Partnered directly with the CFO to extract and transform raw accounting data. Engineered a dynamic financial tool that consolidated data across all branches, providing a granular breakdown of appropriations and an automated budget vs. actuals tracker.
The Impact
- Strategic Advisory: Directly advised the Board of Directors President, providing ad-hoc analysis to size the financial risks of proposed budget initiatives.
- Actionable Visibility: Replaced simplistic reporting with a unified tracking tool, giving leadership the exact runway visibility needed to safely navigate the reduction.
- Community Protection: Delivered enterprise-grade financial oversight on a pro-bono basis, ensuring the library system remained fiscally sound.
Ready to Write Your Own Impact Story?
Stop leaving money on the table and losing hours to manual spreadsheets. Let’s build the automated data pipelines and financial clarity you need to scale with confidence.