AI CFO for e-commerce brand
An e-commerce brand was flying blind on demand and cash — guessing stock buys, stocking out in peak season, and adjusting prices by feel. We built them an AI CFO that reasons across QuickBooks, Shopify and their other internal tools, so every stock, pricing and cash decision is grounded in live numbers.
About
Client
E-commerce brand
Domain
E-commerce / financial intelligence
What we delivered
AI CFO agent
Signal used
Connected QuickBooks, Shopify and internal operational data
Outcome
Higher AOV, higher revenue, lower operational costs
The challenge
Demand forecasting was guesswork, and it hurt most in peak season — the brand kept under-ordering its best sellers, stocking out, and leaving revenue on the table. Pricing was set manually and rarely revisited, so there was no systematic way to lift average order value. And with sales, inventory, payouts and costs spread across disconnected tools, no one had a live read on margin, runway or where the cash was actually going.
The solution
We built an AI CFO that connects to QuickBooks, Shopify and the brand's other internal tools, and reasons across all of them in one place. It forecasts demand from sales history, then sizes and phases stock buys against current coverage so the brand orders enough for peak without tying up cash early. It runs live "what if" scenarios — model a demand spike and the agent shows which SKUs would stock out first and whether the cash position can absorb the buy. It surfaces pricing moves to grow AOV, and because everything stays synced to QuickBooks, the brand always sees current margin, runway and costs across the business.
The outcome
One AI CFO reasoning across QuickBooks, Shopify and internal tools — a single live financial picture instead of scattered spreadsheets
Sharper demand forecasting that ended peak-season stockouts on top SKUs
Average order value up to 16% through systematic data-led pricing
Overall revenue up 20%, driven by better stock coverage, pricing and retention
Operational costs cut by 7%, with margin and runway now visible in real time
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