Depth across every lever of ecommerce and marketplace growth.

Marketplace channels reward the operators who understand their mechanics, not just their potential. The work here starts with channel selection and program structure, vendor versus seller, first-party versus third-party, and moves into the operating decisions that determine whether a channel scales profitably or simply scales.

That includes catalog and content strategy, retail media allocation, inventory and chargeback discipline, and the account-level relationships that keep a channel healthy as it grows.

Growth that holds up is built on acquisition economics that make sense at scale, not just at launch. That means a clear view of contribution margin by channel, a lifecycle program that turns first purchases into repeat revenue, and a conversion funnel that has been tested rather than assumed.

The goal is a demand engine leadership can forecast against, not a set of campaigns that happen to be working this quarter.

Most operational drag comes from systems that were never designed to talk to each other. This work maps the handoffs between order management, inventory, and fulfillment, and closes the gaps with integration and automation rather than added headcount.

Where it makes sense, that includes applied AI: forecasting, reporting, and workflow automation built to run in production, not as a proof of concept.

Structure follows strategy, and most organizations outgrow theirs quietly. This work looks at reporting lines, decision rights, and the KPI frameworks that actually drive behavior, then rebuilds what no longer fits the scale or complexity of the business.

The output is a structure leadership can staff against with confidence, and a set of metrics that make performance visible at every level.

Revenue growth and profitable growth are not the same problem. This work builds pricing architecture and assortment strategy around contribution margin at the SKU level, so growth decisions are made with real unit economics in view rather than top-line momentum.

Forecasting is treated as a discipline, not a spreadsheet exercise. It is built to hold up under the pricing and promotional decisions leadership actually makes.

Founders and CEOs need a sounding board who has operated at scale, not just advised from the outside. That means direct involvement in growth planning, board-level reporting, and the kind of candid counsel that surfaces problems before they become expensive.

For companies approaching a raise, sale, or major transition, that also means getting the operating story and the numbers ready for outside scrutiny.