Interactive Demos
A worked example for your industry
This is financial intelligence operations: each demo mirrors a full engagement in fast-forward. Scattered books, rebuilt by working with the teams that live inside the business, turned into financials that tie, a clear look forward, and analytics that drives decisions and ensures operators can act on it.
Every demo runs on a real data stack: company data created using Python, pulled into a warehouse, cleaned and transformed, with forecasting in code - all over a fully modeled synthetic company.
Don’t see your industry here? Tell us what you run, and we will build a worked example. Request a demo →
- 01Meridian Fabrication & AutomationIndustrial Automation
From scattered books to a business that can see itself - and know what it is worth.
- 02Atlas MetalsWholesale Distribution
True margin by product line after commodity swings - and which aged inventory is underwater versus today’s replacement cost.
- 03Harlow & HoundOmni-Channel E-Commerce
Contribution margin by channel after fully-burdened cost - the biggest channel turns out to keep the thinnest margin once Amazon’s fees load on.
- 04Residential HVACField Services
What the recurring membership book is worth - deferred revenue and renewal economics, and the flywheel that makes a member worth several times a cold customer.
- 05Granite Lane LogisticsFreight & Logistics
The cash an asset-light broker rents from its factor to wait out receivables - and which big shippers cost the most to serve once that fee and detention hit the load.
- 06Multifamily Owner-OperatorMultifamily Real Estate
A clean same-store NOI bridge that exposes capex mislabeled as opex.
- 07Hard-Money LenderSpecialty Finance
Realized portfolio yield versus stated coupon after extensions and mods - plus the 90-day maturity wall.