AI Commerce Operating System

Your Shopify store shouldn't need a human operator for every growth decision.

An AI Commerce Operating System that connects your storefront, inventory, CRM, analytics, and ads, then identifies, executes, and learns from revenue actions continuously.

Not another dashboard. Not another recommendation engine. An AI operator for your commerce business.

commerce_operating_layer● live
Reorder Summer collection by margin
Trigger VIP winback flow
Pause low-margin Meta campaign
02 · The execution gap

Commerce teams don't have a data problem. They have an execution problem.

Every tool tells you something. Almost none of them decide what should happen next, execute the change, and learn from the result.

ShopifyKlaviyoMeta AdsGoogle AdsGA4Search ConsoleInventory toolCRO toolAgencyAnalystMerchandiserRetention mktr
one operating layer
03 · The operating layer

One operating layer above your commerce stack.

The platform understands what's happening across your business, prioritizes what matters, and turns opportunities into approved actions.

Commerce systems
ShopifyKlaviyoMetaGoogle AdsGA4Search Console
Real-time commerce memory
products / customers / inventory / margin / traffic / campaigns
AI operating agents
MerchandisingRetentionInventoryGrowthCROAnalytics
Executed actions
reorderlaunchpausepromotepersonalizealerttest
04 · Agents at work

Not features. Operating scenes: signal to result.

1Merchandising Agent
Signal
A high-margin product’s demand is rising, but it’s buried on page three.
Decision
Move it higher in the collection.
Action
Reorders the collection by demand, margin, inventory, and conversion.
Outcome
More profitable traffic flows to the right products.
2Inventory Agent
Signal
A best-selling SKU may stock out in nine days.
Decision
Shift demand before revenue is lost.
Action
Reduces paid promotion, recommends a reorder, and pushes alternatives.
Outcome
Stockout risk is cut before it becomes a revenue leak.
3Retention Agent
Signal
VIP customers haven’t purchased in 60 days.
Decision
Launch a personalized winback.
Action
Builds a Klaviyo segment, drafts the campaign, picks products, measures.
Outcome
Retention becomes continuous, not campaign-by-campaign.
4Growth Agent
Signal
A Meta campaign has strong ROAS but weak profit from low-margin items.
Decision
Reallocate spend toward higher-margin winners.
Action
Suggests the budget shift and updates product focus.
Outcome
Marketing is optimized for profit, not just revenue.
5Storefront Agent
Signal
Returning customers behave differently from first-time visitors.
Decision
Personalize the storefront path.
Action
Swaps homepage modules, featured products, and offers by segment.
Outcome
The storefront adapts to the customer, not the other way around.
05 · Approval & control

Autonomous doesn't mean reckless.

Start with approvals. Move trusted workflows to auto-execution. Every action is measured, reversible, and tied to business impact.

approvedopportunityrisklearning

Try it: approve, auto-approve, reject, or roll back.

ACTION QUEUE4 awaiting approval
Merchandising agent
Move Product A to position 2 in Summer Collection
Awaiting approval
Revenue
+$4,200/mo
Profit
+$2,800/mo
Confidence
87%
Risk
Low
Systems
Shopify
Retention agent
Launch VIP winback campaign
Awaiting approval
Revenue
+$11,500
Profit
+$7,100
Confidence
72%
Risk
Low
Systems
Klaviyo · Shopify
Inventory agent
Reduce promotion on SKU with 12 days of stock left
Awaiting approval
Revenue
protects $9,300
Profit
+margin
Confidence
91%
Risk
Med
Systems
Meta Ads · Shopify
Merchandising agent
Increase visibility for high-margin bundle
Awaiting approval
Revenue
+$3,400/mo
Profit
+$2,600/mo
Confidence
84%
Risk
Low
Systems
Shopify · GA4
06 · Recommendation vs execution

Most tools tell you what to do. We help the business do it.

CRO platforms optimize pages. Analytics explains what happened. Agencies execute manually. We close the loop: detect, decide, execute, measure, improve.

The recommendation tool
Insight
Dashboard
Human analysis → meeting
Task → manual execution
Manual review · days later
The AI Commerce OS
Signal
Decision
Approved action
Execution → measurement
Learning: feeds the next decision
07 · The commerce team

A team of AI operators working across your store.

Each agent owns a domain, shares one commerce memory, and acts continuously, not a single chatbot.

COMMERCE
MEMORY
Merchandising
Retention
Inventory
Growth
CRO
Analytics
Profit
Merchandising Agent

Keeps products, collections, and storefront modules aligned with demand, inventory, and margin.

Watching 1,204 products
Retention Agent

Finds high-value segments and launches customer journeys before they go cold.

Tracking 38 segments
Inventory Agent

Detects stockout and overstock risk before it hurts revenue.

Watching 438 SKUs
Growth Agent

Connects ad performance with real product economics.

Across 6 ad accounts
CRO Agent

Finds and tests conversion opportunities continuously.

7 tests running
Analytics Agent

Turns raw events into decisions the other agents can act on.

Streaming GA4 + Shopify
Profit Agent

Keeps every growth decision tied to margin, not vanity revenue.

Guarding 22% blended margin
08 · Living commerce memory

The system remembers how your business works.

Every product, customer segment, campaign, inventory constraint, and margin signal becomes part of a living commerce memory. Agents use that memory to make better decisions over time.

Commerce Memory
Product
Margin
Inventory
Segment
Campaign
Search traffic
09 · Outcomes

What changes when execution stops waiting on people.

01

Recover missed revenue

Find conversion, merchandising, and retention opportunities that teams overlook.

02

Protect margin

Prioritize actions by profit impact, not just sales volume.

03

Move faster

Turn insight into execution without waiting for weekly reports or agency cycles.

04

Reduce operational load

Let AI agents handle repetitive analysis, prioritization, and execution.

The next commerce team won't be bigger. It will be more autonomous.

Shopify brands already have tools for analytics, email, ads, inventory, and CRO. The missing layer is an operator that connects them, decides what matters, and acts continuously.

AI Commerce Operating System

Hire your AI Head of E-commerce.

Connect your commerce stack and let AI agents continuously find, execute, and improve growth actions across your Shopify business.

Built for Shopify brands that want execution, not another dashboard.