Department

AI for product and merchandising teams

Product and merchandising teams carry the cost of inconsistent product data, slow enrichment and disconnected catalogues. AI is useful where it cleans data, drafts content and surfaces gaps for review.

Who this is for

Heads of merchandising, product managers and ecommerce leads who own product data quality, range and catalogue work.

Common problems we see

  • Inconsistent product information across systems and channels.
  • Slow enrichment that bottlenecks launches.
  • Disconnected PIM, ERP and ecommerce stacks.
  • Manual review work that does not scale.

Workflows we improve

  • Product data and enrichment workflows.
  • Approval and review workflows on catalogue changes.
  • Search and retrieval across product attributes.
  • Monitoring and alerting on data quality.

Systems and data usually involved

  • PIM (Akeneo, inRiver, Salsify, custom).
  • Ecommerce platforms and marketplaces.
  • ERP and inventory systems.
  • Shared drives and content systems.

What WithPraxis might build

  • Product data review tools that flag missing or inconsistent fields.
  • Drafting assistants for descriptions, attributes and translations.
  • Catalogue change workflows with clear approvals.
  • Quality dashboards on data completeness and consistency.

Governance and control

Changes go through review, sources are tracked and AI outputs sit alongside human checks before publication.

Where this connects

Common questions

Common questions

Do we need a big AI strategy first?

No. We start with one workflow, baseline the current effort and risk, then decide what kind of AI support, if any, is the right fit.

How is this kept under control?

Source data is visible, human review stays where it matters, actions are logged, and ownership is clear. We treat governance as part of the build, not an afterthought.

Talk to us about this.

Let's discuss how we can help with your AI workflows and tasks.

Get in touch

About WithPraxis

WithPraxis is employee-owned and experience-led. We work on the workflows and tasks already running inside your business, not abstract AI strategy. Independent and platform-agnostic - we recommend what works, not what we sell.

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