Case Study
Case Study
How CMR Cut Financial Reporting From 3 Days To 4 Hours
CMR needed real-time visibility into profitability across multiple business units. We built an automated data pipeline that unified their accounting, CRM, and operations systems into one source of truth.
The Challenge
What Was Broken
CMR’s finance team spent three days every week manually pulling data from their accounting software, CRM, and operations systems to build profit and loss reports. By the time leadership saw the numbers, they were already outdated. They needed real-time financial visibility to make faster decisions as they scaled.
Manual Reporting
Finance teams spent days building reports manually, delaying decisions and wasting strategic capacity.
Disparate Data Sources
Departments worked from different systems with no unified truth, creating chaos and inaccurate reporting.
Inefficient Vendor Selection
Navigating crowded ERP and SaaS options without clear criteria slowed decision-making and delayed progress.
What We Delivered
- Unified Their Data Sources
We connected accounting, CRM, and ops into one automated pipeline for real-time visibility.
- Workshops For Internal Teams
We delivered documentation and coaching calls so their team could maintain systems independently.
- Automated Reporting
We replaced 3-day manual processes with automated reports that update every 4 hours automatically.
- Comprehensive Vendor Analysis
We evaluated ERP and SaaS solutions tailored to CMR’s budget, context, and integration requirements.
The Results
3 Measurable Outcomes
10x Faster Reporting
Financial reports that took 3 days now generate in 4 hours with zero manual work.
Real-Time P&L Visibility
Leadership sees daily profit and loss across all business units updated automatically every morning.
Accurate Forecasting
Driver-based models now predict profitability with 95%+ accuracy across multiple growth scenarios.
Proven Work
Our Process
Discovery
We begin by understanding your goals and gathering relevant financial data.
Custom Model Design
Based on your needs, we design bespoke models with dynamic inputs and outputs.
Validation & Review
Delivery & Support
Once the model is delivered, we provide ongoing support and adjustments based on your feedback.
Our Blog
Insights & Ideas
What If? A Founder’s Guide to Scenario Analysis in Finance
A Guide to Machine Learning for Forecasting
Your Guide to Budgeting and Forecasting Software for Ambitious SMBs
10 FP&A Best Practices to Move Beyond Excel Chaos
We bring 20+ years of experience
Ready to Turn Data into Decisions?
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Ready to Turn Data Into Decisions?
You have two choices: keep spending 40 hours monthly wrestling spreadsheets and hoping investors trust your projections, or book a free 30-minute audit where we diagnose exactly what’s broken and show you the fastest path to clarity. Now, most founders walk away with a clear roadmap whether they work with us or not, no pressure, no sales pitch, just an honest assessment of where you are and what it takes to get investor-ready.
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