Creative generation
Generate fashion photography, product visuals, and campaign assets — all guided by your brand DNA. Analyze creative performance and detect fatigue automatically.
Generate lifestyle shots for the summer collection...
Generate 3 lifestyle shots for the new summer collection using our brand style guide
Generate and analyze
From brand guide to production-ready assets
Define your style once. The agent generates consistent visuals for every product and collection — then tracks which creative formats drive results and flags when assets fatigue.
On-brand generation
Define style guides, color palettes, and composition rules. The agent produces fashion photography, flat lays, and lifestyle shots that stay consistent across seasons and collections.
Fatigue detection
Track when creative assets lose effectiveness. The agent monitors CTR decay, frequency thresholds, and audience overlap — and flags when it's time to refresh.
Format analysis
See which creative formats, aspect ratios, and visual styles perform best by channel, audience, and market. Data-driven creative decisions, not gut feelings.
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Creative skills
Encode your creative process as a reusable skill
Product shoot preparation, variant generation, brand DNA analysis, A/B test setup — encode any creative workflow as a skill the agent runs on demand. Repeatable, consistent, and connected to your performance data.
# Fashion Photography skill
style = dema.brand.analyze_dna()
concepts = dema.creative.shot_concepts(
product="beryl_blouse",
style=style,
)
shots = concepts.generate(n=3)
# 3 shots generated | Brand consistency: 94%
Everything connected
Creative driven by real product data
The agent knows which products have low sell-through, which SKUs are under-marketed, and where margins are strongest. It generates creative for the products that actually need it — not the ones that already sell themselves. Every brief is informed by inventory forecasts, ROAS, and margin data in real time.
Explore further
Powered by the Dema agent
Creative generation is one of many skills the agent can execute. Explore the full agent platform.
AI Agent
The reasoning engine behind creative generation, analytics, and automation. One agent for every commerce question.
Marketing optimization
See which campaigns and creative formats drive profit — not just clicks. Connect creative performance to real margins.
Customer stories




