Last updated June 2026

Endless vs. Katana

Endless Commerce vs. Katana

The cleanest way to read Endless vs. Katana is sellers vs. makers. Katana is cloud manufacturing/MRP plus omnichannel inventory for SMB makers — BOMs, work orders, and shop-floor depth, with published pricing from $299/mo. Endless is a commerce-native operating system for brands that source and sell across DTC, retail, and wholesale — native EDI, demand planning, and agents that run the back office, scaling to $500M+ GMV. If you manufacture, Katana’s MRP is the draw; if you source and sell omnichannel, Endless is the fit.

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Endless vs. Katana at a glance

A side-by-side look at how the two platforms compare on the things operators actually evaluate.

Feature comparison of Endless Commerce and Katana
	Endless Commerce	Katana
Category	CommerceOS — agentic operating system for commerce	Cloud manufacturing/MRP + inventory; “OS for multi-channel commerce”
Center of gravity	Sourcing and selling across DTC, retail, wholesale	Manufacturing / MRP for makers
Pricing	Transparent, published	Published — Free; Core from $299/mo + add-ons + ~$2k onboarding
EDI / retail trading	Native (EndlessEDI)	None
Manufacturing depth	Light — built for sourced goods	Deep — BOMs, routings, work orders, shop floor
Target brand size	$1M–$500M+ GMV	SMB makers / product businesses
AI direction	Agents that run your back office	Inventory truth layer behind buyers’ shopping agents (no back-office agents)

Comparison based on publicly available information as of June 2026. Katana is a trademark of its respective owner; this page is an independent comparison.

Where Endless pulls ahead

Katana is a strong choice for makers who manufacture. Here’s where Endless fits brands that source and sell across channels instead.

Sellers vs. makers

Built for sourcing and selling, not the shop floor

Katana’s depth is manufacturing — BOMs, routings, work orders, and shop-floor control for makers. Endless is built for brands that source finished goods and sell them across DTC, marketplace, wholesale, and retail. Different center of gravity, different fit.

Omnichannel selling, not MRP
Sourced-goods workflows
DTC + retail + wholesale in one place

Retail & EDI

Native EDI Katana doesn’t offer

Selling into retailers means EDI — and Katana doesn’t have it. Endless ships EndlessEDI natively, so retail compliance, ASNs, and chargebacks live in the same system as your inventory and orders.

Native EDI document exchange
Retail-bound out of the box
One vendor, one support line

Scale

Room to grow past SMB

Katana is tuned for SMB makers growing beyond spreadsheets, with add-on modules and onboarding fees stacking as you scale. Endless is one platform from a $1M floor to $500M+ GMV, with the ops depth to match larger, retail-bound brands.

$1M–$500M+ GMV on one platform
No per-module add-on stacking
Depth for retail-bound brands

AI & agents

Agents that run your ops, not just feed shopping bots

Katana’s “agentic” play is the inverse of ours — it aims to be the inventory truth layer discovered by buyers’ AI shopping agents. Endless centers on agents that run your operations: reordering, routing, and reconciling on one source of truth.

Agents act on your back office
One source of truth to run on
Direct ops, don’t operate them

Which one is right for you?

An honest read. The right choice depends on where you sell and how far you plan to scale.

Choose Endless if…

You source and sell finished goods across DTC, retail, and wholesale
You sell into retailers and need native EDI
You’re scaling past SMB toward $500M+ GMV
You want agents that run operations, not just feed shopping bots

Choose Katana if…

You manufacture and need real MRP — BOMs, routings, work orders, shop floor
You’re an SMB maker growing beyond spreadsheets
Contract-manufacturing and production traceability are core to you
A free starter tier and per-module add-ons fit how you buy

Sellers vs. makers is the honest split. Katana is excellent if you manufacture — its MRP depth is the point. Endless is the fit if you source and sell across channels, need EDI and retail enablement, and want an agentic operating system that scales up-market.

The proof is in the numbers

Endless agents run the back office, so the work gets done — and shows up in the numbers. Here’s what that looks like in practice.

All channels DTC, wholesale, marketplace, retail one back office, platform-agnostic

98% Fewer overselling incidents real-time inventory synced across channels

90% Drop in retailer EDI chargebacks native EDI with pre-ship validation

200+ hrs Manual ops eliminated / brand / mo agents handle reorders, routing, and reconciliation

$3.2B+ GMV processed on Endless across DTC, marketplace, wholesale, and retail

$500M+ GMV the platform scales to one system from your first orders up

Stockouts: from 40+ stockouts a week to fewer than 3 — after agents took over reordering on one source of truth.

Switching to Endless

Outgrowing maker-focused tooling as you push into retail and wholesale? Endless connects your stack and goes live in hours.

01

Connect your channels

Link Shopify, Amazon, BigCommerce, WooCommerce, marketplaces, and your 3PLs. Endless reads your existing catalog and order history — no rip-and-replace.
02

Map your data

Products, variants, inventory, suppliers, and open orders flow into one unified system of record. Our team handles the heavy lifting on migration.
03

Turn on EDI and retail

Activate EndlessEDI for retail trading partners — natively, without bolting on a separate EDI vendor.
04

Go live in hours

Most brands are operational the same day. Keep the integrations that work; let Endless run the rest.

Endless vs. Katana FAQ

What’s the main difference between Endless and Katana?

Katana is cloud manufacturing/MRP plus inventory for SMB makers — its depth is BOMs, work orders, and the shop floor. Endless is a commerce-native operating system for brands that source and sell across DTC, retail, and wholesale, with native EDI, demand planning, and agentic operations. Sellers vs. makers is the cleanest distinction.

Does Endless do manufacturing like Katana?

Katana is built around manufacturing with deep MRP — BOMs, routings, work orders, and shop-floor control. Endless is built for brands that source finished goods rather than manufacture them, so manufacturing depth is light by design. If real MRP is core to your business, Katana is the better fit.

Does Katana support EDI for selling into retailers?

No — Katana does not offer EDI. Endless ships EDI natively through EndlessEDI, keeping retail compliance, ASNs, and chargebacks in the same system as inventory and orders, which matters for brands selling into big-box and other retailers.

How does pricing compare?

Both publish pricing. Katana offers a free tier and Core from $299/mo plus add-on modules (Manufacturing, Planning, WMS) and roughly $2k onboarding. Endless publishes its pricing openly on one platform that scales without per-module add-on stacking.

How do the AI stories compare?

Katana’s AI is thin and inverted from ours — it positions itself as the inventory truth layer discovered by buyers’ AI shopping agents, with no autonomous back-office agents. Endless centers on agents that run your operations directly on one unified source of truth.

Is it hard to switch to Endless?

No. Endless connects to your existing sales channels and 3PLs, migrates your catalog and orders into one unified system of record, and lets you keep the integrations that already work. Most brands are operational the same day.