Brands
Lookbooks, social, and advertising — from emerging labels to established houses.
Creative Intelligence Systems · ecommerce & DTC
Systems that scalecreative production.
InfuseLab installs a Creative Intelligence System that runs your creative operation — agents plan, generate, and review every batch against your brand rules, through a human approval gate, on a schedule you own. Add SKUs, formats, and channels without adding headcount.
- 16
- production workflows
- 1
- human approval gate per batch
- 4
- model families — Flux · Kling · GPT-4o · Claude
Trusted by brands and agencies scaling creative production
The bottleneck is production, not ideas
Most ecommerce brands do not have a content problem. They have a systems problem. The AI tools exist; the pipeline does not.
Every campaign needs a fresh set of ads, product images, and video. Briefing each asset, producing it, and moving it through approval is manual work that does not scale with SKU count or channel count. Adding freelancers or point tools adds coordination cost without fixing the constraint.
What is missing is a system: approved inputs in, your brand context applied, a bounded generation workflow, an automated quality pass, a human approval gate, and delivery — running on a schedule your team owns.
Who it's for
Built for fashion, sport & retail teams
Design Teams
Turn sketches into styled visuals and ship production-ready assets.
Creative Directors
Test ideas, iterate on compositions, produce finals — no big production team.
B2B Teams
Product imagery at scale for wholesale partners, distributors, and retail accounts.
Marketing Teams
Campaign assets for every channel at once. A/B-test and launch faster.
Sales & E-Commerce
Keep the catalogue fresh with product visuals that convert — no shoot needed.
Tangible outcomes
Real workflows, real outputs
Each takes defined inputs and returns approved assets. Every page shows the pipeline, the human approval point, and what it does not automate.
- Video Production
UGC Ad Video Creator
Brand name + product URL → a complete UGC ad. 4 inputs, no shoot.
- Photography & Imaging
Editorial Camera-Angle Set
1 model image → 6 cinematic camera angles for the editorial. No second shoot.
- Photography & Imaging
Motion 360° Spin Product Video
4 product images → a smooth, loopable 360° spin video. No turntable rig.
- Photography & Imaging
Amazon Style Product Listing
1 product image + 4 text inputs → full Amazon listing. Copy and visuals in one pass.
Browse all workflows — filter by what you need done.
Built different
Small details. Massive impact.
Product-accurate models
Vision models tuned on real product and campaign photography. Colour, materials and proportions stay locked to spec while the scene, framing and styling change around them.
BULK TRANSFORM
Processing collection…
Hard-shell caseCSE-001
Carry-onCSE-042
Day packPCK-118
CrossbodyBAG-063
Batch, not one-off
One run covers the whole set. Sketch-to-product or virtual try-on across hundreds of SKUs at once — weeks of manual retouching done in a day.
Fits your stack
Assets land where your team already works — PIM, DAM, and your ecommerce platform — through a clean fetch, generate, and deliver flow.
Why this is more than generation
Six operating layers, one approval gate
A workflow generates. The system decides what is allowed in, scores what comes out, and holds a mandatory human sign-off before anything ships.
01
Approved inputs
Only assets the client has the rights to use.
02
Brand and product context
Voice, visual rules, product facts, claims boundaries.
03
Generation workflow
The bounded pipeline for this task — not an open prompt.
04
Automated evaluation
Model-scored against the brief and realism criteria; failures regenerate.
05
Human approval
A mandatory sign-off that cannot be disabled.
06
Delivery and learning
Shipped in channel format; rejections feed the next cycle.
The path every batch follows — approved inputs in, an approved asset out. Layer detail below.
- 01
Approved inputs
Product photography, brand assets, briefs, and reference material the client has the rights to use. Nothing enters generation that has not been approved as an input.
- 02
Brand and product context
A structured record of voice, visual rules, product facts, claims boundaries, and prohibited treatments. Every workflow reads this before it generates anything.
- 03
Generation workflow
The specific pipeline for the task — multi-angle reshoot, packshot ads, spin video, UGC ad, listing assets. Each is a bounded, documented sequence, not an open prompt.
- 04
Automated evaluation
Model-scored checks against the brief and against realism criteria — scale, proportion, perspective, brand fit. Outputs that fail are regenerated before a human ever sees them.
- 05
Human approval
The approver reviews the batch that passed automated evaluation and accepts, rejects, or requests changes. This gate is mandatory and cannot be disabled.
- 06
Delivery and learning
Approved assets are delivered in the formats the channel needs. Rejections and change requests feed back into the brand context so the next cycle starts closer to approved.
See the full Creative Production System — ownership, governance, delivery, and fit.
Built with the tools we run
Claude Code
Codex
Cursor
Nous Hermes
Vercel
Grok
fal.ai
Wireflow
Figma Weave
Luma Labs
The buying path
Prove one workflow, then install the system
Every engagement starts small and scoped. Pricing is set after discovery, not from a matrix.
- 01
Workflow Pilot
Prove one recurring production task on your real inputs.
One defined workflow, one brand, one product or campaign, one approval loop, a short delivery window, and a written recommendation for the next layer. A paid proof engagement, not a free sample.
- 02
System Implementation
Install the Creative Production System around your brand and approval process.
Discovery and system spec, brand context and rules, one or more workflows, evaluation and correction logic, an approval and delivery path, operator training, and an initial stabilization period.
- 03
Managed System Partnership
Keep the installed system operating, current, and improving.
Production operations or operator support, monitoring and failure handling, prompt and model updates, monthly optimization, usage reporting, and minor improvements within a defined capacity.
Agencies run the same path on one client account first, then expand to multi-brand.
Fit
Who this is — and is not — for
This fits if
- You have recurring, predictable creative volume tied to SKUs, campaigns, or channels.
- You can name one person to own the system and one to approve its output.
- You can supply approved product images, brand rules, and briefs.
- You want a capability your team runs, not a one-off deliverable.
This is not for you if
- You need a single asset once, with no recurring demand.
- No one internally can own brand approval.
- You expect the system to originate photography or product claims without approved inputs.
- You want fully unattended output with no human gate.
Book a strategy call
Bring one recurring production bottleneck, your approximate monthly volume, and the person who would own approval. You leave with a fit decision — not a free custom architecture session.
- One recurring production bottleneck
- Approximate monthly volume
- The workflow owner and approver