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Retail and Consumer Turn signals into coordinated action.

Where retail teams put it to work.

From campaign operations to market launches, choose a workflow to see the operating problem and the outcome cmds helps teams coordinate.

01 · Campaign operations

Align campaign activity with what the business can deliver.

Paid media spend is rising in the Northeast while inventory falls and fulfillment slows. The agent connects campaign performance to products, markets, targets, owners, and prior decisions before preparing a response.

What cmds enables

Shift budget and creative toward available products

CampaignSKUMarketOwner
A retail campaign planner arranging product imagery and regional campaign materials on an illuminated studio table
Campaign operations · retail example
01 · Inbox · Coordinate

Where retail teams and agents work the change together.

A launch risk, demand shift, or rise in returns becomes a shared investigation. The request, evidence, agent work, and owner decision stay in one operational thread.

Launch riskDemand shiftsReturnsOwner review
Explore Inbox
Northeast launch riskShared workspace · updated now
MRCMAI
MRMaya · Marketing operations9:42 AM

The Northeast launch is not ready in two markets. Find out what changed and prepare the next move.

cmds agentInvestigated the connected context
Complete

Two markets lost launch readiness after inventory changed.

Campaign modelLaunch plan2 market signals
Campaign, Inventory Position, Region, and Launch Plan connected
Approval requested

Move the Northeast launch to Tuesday?

Updates the launch plan and notifies the two affected market owners.

AffectedBoston · Philadelphia
Review proposal
02 · Ontology · Understand

A living model of the retail business behind the signal.

The ontology connects products and SKUs to markets, campaigns, inventory positions, policies, and accountable owners so every agent response has business meaning.

ProductSKUMarketCampaignInventoryOwner
Explore Ontology
  • Product
  • SKU
  • Campaign
  • Market
  • Inventory
  • Owner
Live retail ontology
03 · Automations · Act

Governed action across the systems that run retail.

Automations observe connected systems, prepare bounded changes, route consequential work to the right owner, and preserve a receipt of every approved action.

Campaign APICommerceInventoryLaunch plan
Explore Automations
Daily campaign syncEvery morning at 9:00 AM
Active
Live signal

Budget pacing changed.

Campaign API · observed 12s ago

9.4% ahead of plan
Bounded run 0482Secure sandbox · draft only

Campaign performance sync

Resolve the current Campaign context, prepare allowed updates, and stop before anything consequential is written.

24records read
14facts resolved
2changes proposed
Inbox review

Two changes are ready for Maya.

Evidence and policy attached

Nothing written yet
Operational receipt savedSignal, context, proposals, review, and outcome connected
Complete
Closed beta

Bring one real workflow.

Closed-beta updates only.

Beyond the task

Context  →  authority  →  action

A merchandising leader working at a table in a bright office
One live workflow
cmds

Tasks are easy to delegate. Meaningful work requires shared context.

Together, we’ll model the entities, playbook, and approvals behind it.

cmds

Operational reality, made legible.

Product

  • Inbox
  • Ontology
  • Automations

Industries

  • Retail & consumer
  • Travel & hospitality
  • Media & entertainment
  • Technology
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