THE GRAPH SERIES / Search. Structure. Content.Meet your intelligence stack
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MarTech Architecture & Custom Systems

Make product facts dependable across purchase journeys

Assess how product information, inventory signals, and transaction boundaries support machine-assisted shopping. Start with a focused discovery conversation to establish inputs, constraints, and the next useful deliverable.

01

Establish a trustworthy product record

Identify the owning systems for product identity, price, availability, variants, and policies. Resolve inconsistent facts before exposing them to another channel or automated workflow.

  • ✓ Product identifier and variant mapping
  • ✓ Price and availability provenance
  • ✓ Shipping, return, and purchase-policy coverage
Entity Architecture ↗
02

Protect the transaction boundary

Separate product discovery and recommendations from authorization to buy. Specify confirmation, inventory rechecks, payment handoff, order identifiers, and failure recovery for each supported flow.

  • ✓ Document the evidence and owner behind each decision.
  • ✓ Agree acceptance criteria before implementation begins.
API Orchestration ↗
03

Scope and delivery decisions

Compatibility with a shopping assistant or commerce platform must be verified during discovery; readiness does not guarantee inclusion or purchasing support.

  • ✓ Confirm system access, dependencies, and data handling during discovery.
  • ✓ Receive a scoped recommendation with responsibilities and verification steps.
Conversion Infrastructure ↗

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JG
Jason GibsonFounder & Principal · HGM

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