INDUSTRIES / COMMERCE
SECTOR · 05 / 20

Commerce.

Margin, in motion.

Commerce operators move between merchandising decisions, inventory reality, campaign cadences and customer service every day. Optale weaves them into one operational layer where pricing, stock and customer signals share the same context.

What's broken today.

03 · PAIN POINTS
PAIN · 01

Pricing decisions made on stale margins and without inventory context.

PAIN · 02

Customer service agents see a different reality than the merchandising team.

PAIN · 03

Campaign attribution lives in a slide deck after the fact.

The operating layer in commerce.

05 · SCHEMA
01 · SOURCES
  • Store data
  • Inventory
  • Campaigns
  • Support
02 · BRIDGE
  • parse
  • reconcile
  • type
  • govern
03 · ONTOLOGY
  • memory
  • graph
  • time
  • relations
04 · AGENTS
  • Category-agent
  • Support-agent
  • Inventory-agent
05 · OUTCOME
  • Better margin.
◆ CONTROLEvery step traced. Every approval logged. Every escalation routed to a human.

What it looks like.

03 · USE CASES
  1. USE · 01

    Margin watch

    Agents track unit economics across products and surface where the margin is leaking, with the evidence path back to source data.

  2. USE · 02

    Stock-aware service

    Support-agents respond with the actual stock state and arrival window, not yesterday's snapshot.

  3. USE · 03

    Campaign loop

    Marketing operations are run from the same graph as inventory and customer signals; what shipped, what worked, what to do next sit in one place.

Common missions.

04 · MISSIONS
MARKETINGCUSTOMER SERVICEANALYSISOPERATIONS