The outcome

Produce a reproducible campaign candidate that meets a written visual brief and passes rights, claims, and brand review.

Bria AI is a Commercial visual AI platform for controllable image generation, structured editing, product imagery, tailored models, and video transformation. Generating commercially oriented visuals with structured control, building reproducible masked edits, producing product and lifestyle imagery, and integrating asynchronous visual generation into governed applications. This guide narrows that broad capability into one repeatable outcome, with checkpoints that keep the source material and your judgment in the loop.

Before you begin

Set the boundary before the tool starts.

Choose one real task, identify who will use the result, and decide what evidence or test will make the result acceptable. Gather only the source material needed for that task. If the work contains confidential, personal, regulated, or client-owned information, confirm that the platform and account are approved before sharing it.

Troiana principle

AI should make the work easier to inspect. If the workflow removes the source, the owner, or the review step, redesign the workflow.

Step by step

A workflow you can repeat.

  1. 01

    Define audience, placement, message, product, composition, style, exact brand invariants, prohibited content, disclosure, accessibility, and approval criteria.

  2. 02

    Prepare only authorized references, logos, product images, or tailored-model data, removing personal and confidential content and recording provenance for each input.

  3. 03

    Generate a structured prompt for inspection, correct subject, camera, layout, lighting, colors, and negative constraints, then submit a small asynchronous FIBO test.

  4. 04

    Review the result against the structured prompt for product geometry, label text, trademarks, identity, anatomy, representation, implied claims, artifacts, and required copy space.

  5. 05

    Revise the structured prompt rather than hiding defects, finish exact text externally, obtain brand and legal approval, and archive request ID, model, settings, sources, and final disclosure.

Working standard

What good use looks like.

  • Inspect the structured prompt first.
  • Clear every reference independently.
  • Finish exact copy outside generation.

A commercially oriented or licensed model does not clear rights in your prompts, references, trademarks, products, people, or claims. Bria v2 requests are asynchronous by default, and integrations need bounded polling or webhooks, retry controls, cost limits, and quarantine before publication. Never expose API tokens, upload unapproved personal data, or treat deterministic structured instructions as proof that an image is factually true.

Official references

Check the current product documentation.

Features, plan limits, availability, and data controls change. These official pages are the starting points used for this collection.