1. Enter your prompt
Describe your vision—text or image. Our engine understands your creative intent and prepares to bring it to life.
Try an example
Discover stunning image prompts
Glimpse the range of visuals our studio can create. Remix these prompts or start with your own imagination.
How DreamOmni2 Delivers Production-Ready Images
From model architecture to workflow integration, every layer keeps your edits accurate, compliant, and fast.
1
What powers the model — DreamOmni2 multimodal generator
Understand the unified editing-and-generation stack
DreamOmni2 merges a dual-branch diffusion transformer with reference-aware encoding, so one pipeline handles text-to-image and image-to-image tasks without sacrificing fidelity.
- ✓
Dual-Branch Feature Mixing
Separates subject and style paths, then recombines them to keep identities sharp while transferring textures or lighting.
- ✓
Position Encoding Shift
Index-aware positional encoding prevents pixel confusion when you feed multiple reference images into one instruction.
- ✓
Joint VLM Instruction Tuning
Co-training with a vision-language model improves comprehension of abstract prompts like mood, material, and artistic direction.
2
Why choose DreamOmni2 Studio?
Technical advantages your production team can trust
Layer DreamOmni2's multimodal control on top of your stack to deliver reliable, auditable outputs without retraining every sprint.
- ✓
Reference-Locked Consistency
Multi-image prompts stay aligned on pose and identity, so campaign assets match across markets.
- ✓
API-Ready Orchestration
Queue, webhook, and version APIs plug into Stripe billing and your task manager in minutes.
- ✓
Cost-Aware Scheduling
Route heavy edits to dedicated GPU pools and track spend per workspace—no surprise overruns.
- ✓
Compliance & Audit Trails
Metadata retention and reversible edit states keep you enterprise compliant from day one.
3
Where DreamOmni2 delivers
Three pipelines that see ROI on day one
Plug DreamOmni2 into workflows that demand controllable visuals: marketing refreshes, product visualization, and creative studios iterating nonstop.
- ✓
Marketing Teams — Omnichannel Campaigns
Pain: inconsistent brand styling across regions. Solution: blend hero shots with style-board references in one prompt. Result: go-live speeds up 35%.
- ✓
Product Design — Material Libraries
Pain: manual texture swaps for every SKU. Solution: pair DreamOmni2 with CAD renders and reference materials. Result: overnight variant catalogs.
- ✓
Creative Studios — Client Revisions
Pain: long feedback loops. Solution: lock subject identity while iterating on abstract style references. Result: approval rounds drop from six to two.
How to work
Create stunning videos in three simple steps
2. AI generates video
The system renders your concept into cinematic footage with physics-accurate motion and consistent lighting.
3. Export and share
Download your video in multiple formats and aspect ratios, ready to publish across all platforms.
Teams scaling launches with our studio
From studios to independent creators, our platform keeps production flowing.
Jared Mason
Founder, Motion Labs
“The studio turns our scripts into multi-shot campaigns overnight. We doubled launch velocity without extra headcount.”
Amelia Zhou
Head of Content, SaaS Wave
“Switching languages while keeping tone consistent is effortless with the platform—we localize assets in hours.”
Luis Ortega
Creator & Podcaster
“I drop highlight timestamps and DreamOmni2 returns ready-to-post teasers aligned with our brief.”
Sofia Patel
Marketing Manager, Fintechly
“Campaign variations used to take a week—the engine renders polished variants while we sleep.”
Noah Bennett
Agency Partner
“Clients comment directly on DreamOmni2 timelines. Approvals are faster because the visuals already match the brief.”
Priya Desai
Founder, Creator Lab
“Our brand kits sync automatically, so every render leaves the studio on-brand.”
Marco Alvarez
Growth Lead, DTC Boost
“Batch mode lets us iterate on hooks and CTAs before the media buy. DreamOmni2 now sits in every launch.”
Hannah Collins
YouTube Strategist
“DreamOmni2 keeps long-form recaps and short teasers aligned—captions, pacing, and tone stay consistent.”
“DreamOmni2 turns long episodes into digestible stories with editable title cards in minutes.”
Leila Nguyen
Education Creator
“We ship multi-language lessons the same day because the platform handles narration and subtitles together.”
Caleb Foster
CMO, Launch Collective
“DreamOmni2 respects our enterprise controls while keeping creative teams fast.”
Zara Mahmood
Community Builder
“Every render mirrors our typography and color science—we no longer fix assets post-delivery.”
Limited beta access
Launch with DreamOmni2 today
Join teams producing campaigns, product imagery, and support assets with DreamOmni2.