Turning complexity into intelligence.
Financial analytics, data science, AI and quantitative intelligence for better decisions. We transform financial, operational and business data into analytical systems that reveal performance, anticipate risk and uncover opportunity.
From data to decision
Every engagement follows the same underlying transformation — raw data becoming a structured, modeled, decision-ready system. Select a stage to see how it changes.
01 — Data
125,430 records
The executive view
A single intelligent view of the numbers that matter — built from illustrative data to show the shape of a real engagement deliverable.
Revenue
$4.82M
+12.4%Gross Profit
$2.91M
+8.1%Operating Expenses
$1.64M
+3.2%Cash Flow
$1.18M
+5.6%Customer Growth
+9.3%
+1.2ppProfit Margin
34.2%
+1.8ppForecast (Next Qtr)
$5.35M
+11.0%Risk Score
38 / 100
Low–ModerateRevenue Trend
Expense Breakdown
- Payroll & Benefits42%
- Technology & Tools18%
- Marketing15%
- Operations14%
- Other11%
Revenue Forecast
Risk Score
Five disciplines. One analytical system.
Rather than a list of individual skills, August Marathon Analytics is organized into five proprietary solution families — each a distinct capability, working together as one intelligence system.
Business Intelligence & Executive Analytics
August Intelligence
See your business clearly.
A single intelligent view of the numbers that matter.
- Executive & financial dashboards
- KPI systems and management reporting
- Sales intelligence and expense analytics
Predictive Analytics, AI & Econometrics
August Forecast
Predict what comes next.
Move from understanding what happened to anticipating what happens next.
- Forecasting and time-series analysis
- Customer churn prediction and classification
- Clustering and anomaly detection
Quantitative Finance, Risk & Stochastic Modeling
August Quant
Model risk. Simulate uncertainty.
A quantitative understanding of risk, volatility and portfolio behavior.
- Monte Carlo simulation & Value at Risk
- Portfolio optimization and correlation analysis
- Stochastic volatility (e.g. Heston) modeling
Financial Analytics, Accounting & Audit Intelligence
August Finance
Turn financial data into decision power.
Financial intelligence built on a rigorous accounting foundation.
- Financial modeling and forecasting
- Revenue, cost and budget variance analysis
- Management reporting
Data Automation, Reporting & Analytics Engineering
August Automate
Remove repetition. Build systems.
Spend less time preparing information and more time acting on it.
- Data cleaning and transformation
- SQL analytics and data pipelines
- Excel and reporting automation
Intelligence for complex business environments.
The underlying methodology is the same everywhere — data, structure, models, clarity. What changes is the context. Select an industry to see how it applies.
Hospitality
Business Challenge
Revenue, occupancy and cost performance are tracked separately, obscuring true property-level performance.
Analytical Approach
Revenue and occupancy analytics, cost control reporting and forecasting brought into one performance view.
Potential Outcome
A consolidated, forward-looking view of property and portfolio performance.
- Revenue analytics
- Occupancy analytics
- Cost control
- Financial reporting
- Operational analytics
- Forecasting
- Performance dashboards
Where uncertainty becomes measurable.
A working preview of the analytical modules behind August Quant — risk, volatility, portfolio structure, interest rates, simulation and scenario analysis, all built on the same underlying stochastic engine.
Monte Carlo Simulation
IllustrativeP10
80.1
Median
95.5
P90
129.8
28 simulated paths over 40 periods — illustrative Monte Carlo output.
The Prediction Engine.
A working preview of the AI and machine-learning modules behind August Forecast — predicting, forecasting, classifying, detecting, optimizing and simulating.
Customer Churn Risk
IllustrativeIdentify customers likely to leave — illustrative churn risk scoring.
What this looks like in practice.
These are illustrative scenarios built to show the shape of a real engagement — not actual clients, outcomes or figures.
Hotel Performance Intelligence
- Problem
- Management lacks a unified view of financial and operational performance.
- Solution
- A combined financial and operational intelligence dashboard.
- Outcome
- A consolidated view of business performance across the property.
Portfolio Risk Engine
- Problem
- Portfolio risk is difficult to understand across different scenarios.
- Solution
- Monte Carlo simulation, Value-at-Risk and portfolio optimization.
- Outcome
- A clearer quantitative understanding of portfolio risk.
Customer Churn Intelligence
- Problem
- Customer attrition is difficult to anticipate before it happens.
- Solution
- A machine-learning churn model built on historical customer behavior.
- Outcome
- Earlier identification of potentially at-risk customers.
Audit Analytics
- Problem
- Manual transaction testing becomes inefficient at scale.
- Solution
- Data-driven audit analytics and anomaly detection across full populations.
- Outcome
- A more efficient, broader analytical review.
What is your business telling you?
Select the statement that sounds most like your business. We'll point you to the August solution built for it.
Run the numbers yourself.
A practical, illustrative calculator — adjust the inputs and see how the core metrics respond.
Profit Margin
35.0%
Revenue per Customer
$267
Annualized Revenue
$1,440,000
Expense Ratio
65.0%
Next Month Estimate
$125,400
Illustrative calculation. Actual analysis requires client-specific data.
Have a question? Ask it directly.
A prototype interface — responses come from a fixed set of prepared answers, not a live model. It's built so a real AI system can be connected later.
Ask a question about financial reporting, forecasting, dashboards, risk or automation — I'll point you to the relevant August solution.
A connected system, not a checklist.
Every engagement moves through the same seven connected stages — each one feeding the next, from first question to continuous improvement.
Discover
Understand the business problem, its context and what a good answer would look like.
Diagnose
Identify the analytical opportunity — where data can meaningfully change the decision.
Engineer
Prepare, clean and structure the data into an analysis-ready foundation.
Model
Build the appropriate analytical, statistical or quantitative system for the problem.
Visualize
Turn complexity into clarity through dashboards, reporting and clear narrative.
Deploy
Put the intelligence into practical use inside the business, not just a report.
Optimize
Improve continuously as new data, questions and conditions emerge.
Five intellectual principles.
Data before assumption.
Evidence before opinion.
Models before guesswork.
Clarity before complexity.
Decisions with measurable impact.
Three ways to engage.
Every relationship starts with a conversation about the problem, not a pricing tier. These are the shapes an engagement typically takes.
Analytics Project
For clearly defined business problems with a specific scope and deliverable.
- A defined dashboard or model
- A one-time analysis or diagnostic
- A specific forecasting or risk question
Intelligence Retainer
For ongoing analytics, dashboards, reporting and forecasting needs.
- Recurring management reporting
- Dashboards that need to stay current
- Regular forecasting updates
Strategic Analytics Partnership
For long-term financial intelligence, quantitative analysis and decision-support capability.
- Building an internal analytics capability
- Ongoing quantitative and risk modeling
- Embedded, long-term analytical support
Allwell Godwin
Founder & Analytics Consultant
August Marathon Analytics was built at the intersection of accounting, finance, data science and technology, with a simple belief: data should do more than describe the past. It should help organizations make better decisions about the future.
The August Marathon Review.
A forthcoming editorial platform on financial analytics, AI, quantitative finance and business intelligence — written from the same discipline behind the work itself.
Financial Analytics
Essay in development
Coming SoonQuantitative Finance
Essay in development
Coming SoonAI in Business
Essay in development
Coming SoonWhat should your data be telling you?
Tell us what you are trying to understand, predict, optimize or improve. A member of our team will follow up to discuss how we can help.