Loop generation

  • Retries until rules pass
  • Attempt-level observability
  • Shared jobs for your org

Generate images until every rule passes

Create jobs from your team templates. Loop generation retries each image against your rules and keeps a full history of every attempt.

Built for generation loops

Set the rules once, run jobs, and watch each option improve until it meets every requirement.

Rules on every job type

Define default rules and property-specific rules so every generated image has a clear bar to clear.

Automatic retries

When an attempt fails, the next one is driven by the rules that did not pass, until the image is accepted.

Full attempt history

See every generation, which rules passed, and which still need work before you pick an option.

Multiple options to compare

Each job can produce several images at once, so you can review them side by side and pick the one that fits.

Shared jobs for your org

Jobs live on the organization. Invite teammates by email so everyone can review attempts and choose an option.

Attempt limits you control

Set a max on every job type so a loop retries until the rules pass, then stops at the limit you chose.

Get started
Rules editor checking hardwood flooring image quality

Rules

Write the rules once. Every image has to clear them.

Attach default rules to each job type, then add property-specific rules for finishes, rooms, and product lines.

When generation runs, every option is checked against that full rule set before it can be accepted.

Image generation loop from failed attempt to passed attempt

Generation loops

Keep looping until every rule is satisfied.

If an attempt fails a rule, the next try is driven by what did not pass.

The loop continues automatically until the image meets every requirement, or it hits the max attempts you set.

Attempt history timeline with rule pass and fail results

Attempt history

See every pass, fail, and retry in one place.

Each option keeps a full history of generations so your team can review what improved and what still needs work.

No more guessing why an image was rejected. The rule results are stored with every attempt.

Side by side option comparison for team image review

Team review

Compare options and choose with your org.

Run multiple options side by side, invite teammates by email, and pick the image that fits the brief.

Jobs live on the organization, so marketing, product, and creative stay aligned on the same generation loop.

Customers

Trusted by customers

Marketing and creative teams use Loop generation to keep product imagery on-brand without manual retry cycles.

Rachel

Rachel

Director of digital marketing, Mohawk Industries

We set rules for plank color, grain, and room lighting once. Loop generation keeps regenerating until every shot matches our catalog standards.

Marcus

Marcus

Creative operations lead, Shaw Industries

Our team used to babysit every render. Now failed rules feed the next attempt automatically, and we only review images that are ready to ship.

Elena

Elena

Brand manager, AHF Products

Bruce and Armstrong campaigns need tight visual consistency. Attempt history makes it obvious which rule still failed before we approve an option.

James

James

Product marketing manager, Mannington Mills

Property-specific rules let us tailor imagery by collection without rewriting the brief every time. That alone cut our turnaround in half.

Priya

Priya

Digital content lead, Mullican Flooring

We produce a lot of solid and engineered hardwood visuals. Being able to compare multiple options in one job keeps product and sales aligned.

Tom

Tom

Marketing manager, Somerset Hardwood Flooring

Max attempts give us a hard stop when a prompt needs rewriting. We get the loop benefits without burning budget on endless retries.

Frequently asked questions

How jobs, rules, and generation loops work

Get started

Start your first generation loop

Create an account, set up a job type, and generate images that keep going until they meet your rules.

Get started