Commerce Operations

Flexible inventory and product management that adapts to your unique business rules

Run made-to-order, print-on-demand, and component-based catalogs without fighting Shopify's default inventory assumptions.

Grow without breaking your workflow. Kacti AI connects to Shopify to keep your catalog and inventory aligned as your operations evolve.

Available on Shopify. More integrations coming soon.

Shopify

Shopify is built to sell, your business is built to operate.

Shopify assumes each sellable variant maps cleanly to a single inventory count. That works for simple catalogs, but many modern merchants run workflows where products share the same physical stock, inventory is component-based, or returns behave differently depending on production rules.

Kacti AI closes the operational gap, so your inventory reflects reality, not assumptions.

Built for merchants with real-world complexity

Keep inventory accurate without workarounds or constant manual checks.

Made-to-order brands that produce after purchase

Print-on-demand shops printing designs on shared blanks

Products where variants depend on design, personalization, or production logic

Fast-evolving stores shifting from on-demand to hybrid or pre-stocked workflows

What changes when inventory matches your operations

When your inventory system reflects how you actually fulfill orders, you spend less time fixing mistakes and more time operating with confidence.

Fewer inventory surprises because stock updates follow how physical inventory behaves

Cleaner catalogs even when many products depend on the same base items

Faster operational changes when workflows evolve, including pre-printing and new SKUs

More confidence to scale because inventory rules stay consistent as volume grows

Inventory logic you can actually rely on

Kacti AI manages the operational rules behind your catalog while Shopify remains your storefront. Other storefronts and channels can be added as your business grows. As orders, returns, and production happen, Kacti AI ensures inventory stays accurate even when workflows change.

One physical inventory powering many sellable products

Sell multiple designs, listings, or variants without splitting true stock into artificial buckets that don't match how items are actually used.

Product variants that match how you fulfill orders

Offer flexibility in your catalog without creating an unmanageable explosion of variants or manual inventory rules.

Return rules that reflect what really comes back

Restock correctly when returns are customized, reworkable, or no longer interchangeable without manual intervention.

Example: Design variants without inventory chaos

You sell one hoodie color and size, but offer many designs.

  • Shopify treats each design listing as separate inventory.
  • Kacti AI links them to the same base stock, so when any design sells, all related listings remain accurate.
  • If a customer returns a printed design, the restock follows your rule and returns to the correct design pool.

This keeps your storefront flexible while keeping your inventory truthful.

Your workflow will change. Your system should keep up.

Many merchants evolve from fully made-to-order to hybrid models with pre-printed best sellers or batched production. Kacti AI is designed for this reality. When operations change, you update the intent and the rules evolve with you.

Start pre-printing best sellers weekly

Introduce limited drops or seasonal designs

Split inventory between blank stock and finished stock

Adjust return and restock rules by product type

Example of updating the inventory strategy to pre-print top designs weekly

What Commerce Operations includes today

This module focuses on inventory and product workflows that Shopify doesn't model well by default, while remaining flexible as your operations grow.

Inventory synchronization with Shopify based on operational rules

Product and variant structures designed for complex catalogs

Support for shared base inventory and rule-driven updates

Support for return logic that differs by product type

Additional business workflows can be added as your operations expand.