Understand Performance
Actual, Budget, Forecast, margin, cash, and operating KPIs in one executive view.
Illustrative Executive Case Study
From Financial Reporting to Management Action.
See how Quant Strata structures a finance decision system that helps leadership understand performance, explain variance, protect liquidity, test scenarios, and assign accountable action.
All company names, values, accounts, scenarios, and management situations in this case study are synthetic and created solely to demonstrate Quant Strata's approach.
YTD Revenue$164.1M-2.2% vs Budget
YTD EBITDA$16.7M-19.3% vs Budget
Cash Balance$14.6M-$7.8M vs Expected
DSO53 Days+10 Days vs Target
The Management Problem
A modest revenue miss was masking a much larger earnings and cash problem.
Leadership could see that revenue was slightly below plan, but the traditional reporting view did not make the severity of the underlying operating issues immediately clear. EBITDA was deteriorating much faster than revenue, collections were slowing, and the existing forecast assumed a stronger recovery than current operating evidence supported.
The management question was not simply, “How far are we from budget?” It was: What is driving the gap, how much liquidity is at risk, and which actions should leadership prioritize now?
The Decision System
One management view. Five connected decisions.
The Command Center is structured around the questions executives actually need to answer during a monthly operating review.
Explain Variance
Move from enterprise results into business unit, region, and operating-driver diagnostics.
Protect Liquidity
Separate earnings pressure from working-capital drag and prioritize cash-conversion actions.
Test the Outlook
Model Base, Upside, and Downside outcomes using controllable operating assumptions.
Assign Action
Translate findings into owners, priorities, timing, financial impact, and reforecast logic.
Illustrative Findings
The topline was not the core problem.
EBITDA underperformance was approximately nine times the revenue percentage miss.
Revenue was 2.2% below plan, while EBITDA was 19.3% below plan. The gap pointed management toward labor, utilization, subcontractor costs, pricing, and mix rather than a sales-only response.
Slower collections created a second management problem independent of the P&L.
DSO increased from the 43-day target to 53 days, tying up cash and contributing to a $7.8M shortfall versus the expected cash position.
Digital & Advisory created an attractive resource-allocation decision.
The higher-margin business was outperforming plan, creating an opportunity to selectively reallocate capacity while protecting delivery economics.
Management Action
The purpose of the system is not to explain the past. It is to improve the next decision.
The modeled action portfolio connects each intervention to an owner, implementation status, estimated EBITDA impact, cash impact, and reforecast effect. Execution weighting prevents leadership from treating planned actions as if their full financial value has already been realized.
Gross EBITDA Opportunity$5.1M
Execution-Weighted EBITDA$2.1M
Expected Cash Release$4.3M
Action-Adjusted Cash$17.4M
How Quant Strata Builds It
Finance architecture first. Technology second.
Define the Decision
Clarify executive questions, reporting cadence, thresholds, users, and required actions.
Reconcile the Model
Establish trusted financial definitions and reconcile actuals, budgets, forecasts, and operating drivers.
Design the Management View
Prioritize exception-based reporting and drill paths around decision relevance, not chart volume.
Build Forward Intelligence
Add scenarios, liquidity views, management guardrails, and driver sensitivities.
Close the Loop
Capture actions, owners, status, expected impact, and reforecast as results replace assumptions.
Executive Resources
Take the case study into your next leadership conversation.
Download the concise materials below or open the live demonstration to explore the management workflow directly.
Executive Sales One-Pager
A concise overview of the business problem, Command Center capabilities, and engagement fit.
CFO Decision Brief
A two-page executive brief centered on the financial diagnosis and immediate management priorities.
Full Executive Case Study
An 11-page walkthrough of the illustrative business problem, decision system, findings, and methodology.
Corporate Finance Decision Command Center
Explore the synthetic executive environment and interact with performance, cash, forecasts, and actions.
Open Live Demo →Engagement Fit
Designed for finance teams that need more than another reporting layer.
Quant Strata can diagnose the current reporting environment, build the management system, and support the recurring review and reforecast cadence.
Diagnose3-4 weeks
Build6-10 weeks
Operate6 or 12 months
Bring Us the Decision in Front of You.