GoBags

GoBags runs founder-scale ops with an agent named Fox.

gobags.us
GoBags storefront: store, organize, transport
GoBags, the consumer brand behind the ops we automate.

Fox is already blowing my mind, even though it's a baby. So pumped.

Max Huggins, Founder, GoBags
01

The problem

GoBags is a fast-growing consumer-products brand run essentially by its founder. The forecasting, reorder timing, and supplier coordination that keep it stocked lived in one place: Max's head. Around it, the tooling was scattered: an inventory tool he didn't trust, a hand-maintained spreadsheet as the real catalog, and supplier conversations split across email and three messaging apps spanning time zones.

02

What we built

First came Fox: a personal AI agent running on dedicated hardware, wired to Max's email and files, reachable over iMessage, including by voice note, which is how Max actually works. Fox delivers a morning brief, drafts supplier emails on demand, and answers in seconds.

Then came the ops dashboard. A master catalog became the single source of truth: every SKU with cost, identifiers, stock across all three inventory locations, and sales velocity. On top of it sits a purchase-order generator that does the carton math and produces a sendable PDF, plus a tracker that follows every PO through its eight-step lifecycle from generated to delivered. Amazon data flows in through read-only access, by design.

03

The outcome

The reorder brain is coming out of the founder's head and into a system: one catalog instead of a spreadsheet, one PO pipeline instead of scattered threads, and an agent that answers before the thought is gone. The engagement continues in small, approved blocks of refinement, the way a lean brand actually wants to buy engineering.

The pipeline

A supply chain that runs itself.

Supplier messages come in, and the loop takes it from there: a purchase order drafts itself, goes out to every vendor, and the shipping label, delivery estimate, routing, inventory, and next reorder all follow on their own. Then it closes back on itself and starts again.

AutonomousGoBags supply chainNine stages, closed loop, no one in the loop
1
Supplier commsWhatsApp · WeChat · email
2
Purchase orderAuto-drafted · PO-2041
3
Sent to suppliersAll vendors, automatically
4
Shipping labelCaptured · tracking picked up
5
Delivery ETAEstimated on capture
6
Classify destinationAmazon FBADistribution centerHQ
7
Live inventoryDashboard updates
8
Sales velocityComputed per SKU
9
Next PO suggestedFrom velocity, loops back

The Fox dashboard

The loop is not a diagram. It runs on Fox, the supply-chain workspace we built for GoBags: one live board for sales, stock, and velocity across every channel, and a graph that ties each purchase order to its supplier, shipment, and the messages behind it.

fox.entrpy.co/seller-board
Fox Seller Board: revenue, stock, velocity, and at-risk SKUs for GoBags
The Seller Board: revenue, stock, and velocity by channel, and which SKUs run dry before the next reorder lands.
fox.entrpy.co/graph
Fox relationship graph tying a purchase order to its supplier, shipment, and messages
Every purchase order, wired to its supplier, line items, shipment, and the WhatsApp and email threads behind it.

Shown on representative sample data.

Same bottleneck in your business?

Tell us where the work piles up. We’ll tell you what we’d build.

hello@entrpy.co