Image-to-Image AI for Precise, Identity-True Transformations
Keep the composition, evolve the look. P20V performs targeted, text-driven editsthat preserve subject identity and geometry—while you swap materials, lighting, and backgrounds or blend multiple photos into one coherent scene.
Identity-true edits
Keep the same person, pet, or product look across variations—no drift or warping.
Localized, natural-language tweaks
Restyle materials, extend canvas, remove objects, and relight by describing the change.
Multi-image blends
Merge people, props, or scenes into a single photoreal composition with unified lighting and grain.
Production-grade realism
Cleaner faces/hands, edge fidelity, believable contact shadows and reflections at 4K+.
Background systems
Standardize horizon, blur depth, palette, and margins across catalogs or campaigns.
Governance-ready exports
Ad/PDP presets and optional attribution signals where supported.
Always the Best Model for the Job
Models evolve weekly. Instead of locking you to one vendor, P20V auto-routes each task—portrait retouch, product variant, room staging, composite—to the engine with the strongest performance for that use case. We continually re-score on consistency, edit locality, photorealism, and artifact control, so your results improve without changing your workflow.
Core Capabilities
- Composition lock: preserve subject geometry and camera lines.
- Style & material swaps: fabrics, woods, metals, paint, finishes; keep seams and edge fidelity.
- Relighting: set direction, temperature, softness, and intensity; generate day-to-night sets.
- Background systems: unified horizons, depth of field, palette, and clear space for copy.
- Multi-image composites: combine separate shots into one coherent frame.
- Detail clean-up: extend canvas, remove distractions, rebuild clipped areas.
Workflow (5 Steps)
- Upload one or multiple base images.
- Describe the change and add negatives for what to avoid.
- Protect keylines/masks to keep identity and proportions stable.
- Iterate in small deltas: material → background → lighting → finishing.
- Export with ad/PDP presets or custom specs; include attribution where supported.
New to prompts? Image-to-Image Prompt Patterns · Background Replacement at Scale
Who Uses P20V (and What They Ship)
E-commerce & Retail
- Colorway expansion without reshoots
- Catalog-wide background systems with consistent shadows
- Seasonal/localized sets from one master
See: AI Product Images
Fashion & Lookbooks
- Fabric/trim swaps while preserving silhouette and drape
- On-figure or flat-lay upgrades to art direction
Explore: Fashion Workflows
Architecture & Real Estate
- Material studies and lighting passes
- Virtual staging from a single room shot
Learn: Architecture Rendering
Marketing & Growth
- Ad fatigue testing with structured variants
- Market-specific scenes from a single hero
Guide: Prompt Cheat-Sheet
Compare P20V to Popular Alternatives
Review prompt adherence, structure preservation, export specs, and team workflows:
Case Snapshots
DTC Apparel
18 ad variants per hero in one afternoon; structured prompts kept silhouette and drape intact.
Furniture PDPs
Finish variants with consistent contact shadows; eliminated monthly reshoot time.
Architecture Studio
Material & lighting option decks from one massing; faster client buy-in.
Safety & Commercial Use
Built for publishable outcomes. Use policy guardrails for trademarks, public figures, and sensitive topics. For regulated categories, add manual review. Include attribution signals on export where supported.
Read: Brand Safety in Generative AI · Licensing & Commercial Use Guide