Product workflow

From a real product source to reviewed commerce content.

Lystiva is a review-first workflow: Source → confirmed truth → outcome Studio → plan and cost → seller review → destination export.

Planning is available, but paid Studio image production is not generally available yet.

Source

Start with the product that actually exists.

Add real product photos or digital artwork and keep them as the truth anchor. Optional references can add coverage or context, but they do not replace the accepted Source.

Source truth

The original product image and seller-confirmed facts remain visible through the workflow.

Bounded inputs

Lystiva does not need a prompt to invent the material, dimensions, or variants you did not provide.

Clear ownership

The seller decides which facts are confirmed and which generated drafts are usable.

Facts

Review the facts before asking for finished pixels.

Source facts make uncertainty visible. You can edit, confirm, or retry analysis before an image plan is allowed to move forward.

  • Confirmed details are preserved over suggestions.
  • Analysis failure remains visible and retryable.
  • Uncertain or failed analysis stays visible and must be retried or corrected before grounded downstream work.

Outcome

Choose the content job before the prompt.

The Source remains channel-neutral. Choose one of seven outcome Studios: Creative Product Shoot, Catalog Photography, Listing Graphics, Products & People, Mockups, Social & Ads, or Campaigns & Storefront.

Plan

Review the plan and cost before paid pixels.

An accepted Source becomes a reviewable Creative Plan with an explicit quote before any paid image work.

  • The plan names the intended outputs, references, and blockers before a paid request.
  • Seller-confirmed facts remain authoritative over generated suggestions.
  • Paid Studio image production is not generally available yet.

Review

Inspect every image against the source.

Generated output is a draft until you review product identity, visible details, composition, and marketplace fit. Lystiva does not certify visual fidelity or guarantee a sales result.

Export

Leave with a destination-specific review export.

Reviewed assets and grounded copy can be prepared as a downloadable package for seller-managed upload to an explicit destination.

Continue the decision