This is a done-for-you production service, not a self-service generator. We audit the source material and product risks, approve a direction proof, produce the agreed image or motion track, complete human quality control, then deliver only reviewed files. We stop or switch methods when the product cannot be represented reliably.
Discuss a managed AI brief
Capability study · Not a client projectProvide a rights-cleared source ID and identify the area to change, such as the background beyond the textile. Mark the product silhouette, visible weave, border, seams and included pieces as protected. Request any newly visible underside or closure as missing reference evidence; permission to change a room is not permission to invent the product.
Record the proposed still-scene change and any camera or ambient movement as different requests. If movement would reveal a hidden surface, open packaging or deform the textile, pause that request for additional references or another method. One accepted still does not authorize a hands-on video.
Compare the proposed output to the named source and protected-area notes, record rejected changes, and release only the reviewed version with its agreed AI-assisted or concept/reference label. Keep an exploratory concept outside customer-facing product evidence until the product owner approves its permitted use; switch to real capture or controlled compositing when representation is unreliable.
Managed AI production starts with source evidence, not a prompt. The weaker the product record, the narrower the safe visual task.
| Source material | May support | Still needed | Stop or change method when |
|---|---|---|---|
| One supplier image | Early scene-direction discussion around the visible angle | Other views, exact color or material references and rights confirmation | The output would need to invent the back, opening, construction or hidden components |
| Approved multi-angle product images | Controlled scene exploration, crops and limited format variants | Named reference set, product-fact record and details that must remain exact | Shape, seams, pattern placement, components or color cannot stay consistent |
| Physical sample in the studio | Real product base, controlled composites and source photography for approved AI extensions | Agreed shot list, sample status and method decision for each asset | A real photograph is required to prove material, construction or physical interaction |
| Logo, label or packaging artwork | Accurate compositing from supplied source artwork | Current approved files, placement and publication rights | Generated text or marks replace exact approved artwork |
Each track has its own source requirements, proof and review gate. Approval of an image does not automatically approve motion.
Directed lifestyle or campaign scenes, approved key frames and agreed format variants. Product details are checked against the supplied references before delivery.
Selected camera movement, ambient motion or short image-to-video variations. Physical interaction and structural change require a separate risk decision.
| Stage | What happens | Approval or stop rule |
|---|---|---|
| 1. Source audit | Check image coverage, sample status, color and material references, rights and details that must not change. | Stop if the source cannot identify the product reliably. |
| 2. Direction proof | Prepare a limited scene, key frame or motion proof for the highest-risk direction. | The client approves direction and product facts before variants. |
| 3. Production | Create only the agreed images, clips, ratios and versions from the approved direction. | New concepts or interactions return to the proof stage. |
| 4. Human QC | Compare selected outputs with the approved product record for color, texture, seams, components, logos, text and motion stability. | Failed files are removed or routed to another method. |
| 5. Delivery | Name and package the reviewed files with the agreed disclosure and format list. | The client makes the final publication and rights decision. |
Longer prompts do not make high-risk facts reliable. The production route changes when the proof or quality-control check shows drift.
| Requirement | Risk | Production decision |
|---|---|---|
| Exact color, texture, seams or construction | High | Prefer real capture or a controlled composite when the detail must be product evidence. |
| Logo, label, packaging or readable text | High | Use approved source artwork and compositing; stop if the output cannot remain exact. |
| Hands, opening, folding or physical interaction | High | Use a motion proof; switch to real footage when geometry or behavior drifts. |
| Scene, crop or aspect-ratio exploration | Lower | AI-assisted production may be suitable after the product base and direction are approved. |
| Camera drift or restrained ambient motion | Conditional | Test a short proof and deliver only clips that pass identity and stability review. |
AI-GENERATED CONCEPT · NOT A CLIENT PROJECT
AI-assisted visual reference — not a client project
AI-assisted visual reference — not a client project
AI-assisted visual reference — not a client projectNo. The team reviews the brief, selects a production route, prepares the work and checks selected outputs with you.
Use real capture or controlled compositing when exact texture, color, seams, structure, packaging text, logos or hands-on interaction must remain accurate.
Selected camera movement or ambient-motion clips can be discussed as a managed production service. First agree the intended use and a representative image or clip for human review before expanding versions. If it changes a seam, silhouette, weave, label, logo or included component, do not approve that output as a product reference. Hands-on use, opening or structural change may need real capture or controlled compositing instead. The method, disclosure and final files are agreed for the actual project.
The client approves supplied material, product facts, trademarks, people and final publication. For each factory photo, model image or brand asset, identify its source and confirm the intended use, including any restriction on AI processing, modification, markets or channels. If permission is uncertain, leave that material out of production until the responsible owner resolves it, or discuss an alternative source. The team plans and reviews the work as a managed service; AI-assisted outputs are disclosed, and receiving a file does not itself establish permission.
An approved scene proof covers its recorded source, visible product and intended task. Our managed service reviews a changed request before producing more variants; every delivered file still needs human review and the agreed method disclosure.
| Change after proof | Why review reopens | Managed production route | Required release record |
|---|---|---|---|
| A revised sample or label | The old proof uses obsolete product evidence | Replace the source and reapprove affected visuals | Current reference IDs, protected details and new proof |
| A new angle exposes hidden detail | The approved view does not establish that structure | Obtain real views; narrow the angle or use capture/compositing | Evidence for every newly visible product detail |
| A still becomes hands-on motion | Static approval does not validate physical interaction | Review the action; use real capture or controlled layers as needed | Approved motion proof and human QC of the final sequence |
| The file gains a new public use | Source permissions, copy and disclosure may need review | Confirm intended use and retain truthful AI-assisted labeling | Client use decision, method label and reviewed filename |
Send the details below by WhatsApp or email. We will confirm the production scope, methods, review plan, timing and sample receiving details before anything is sent.
