StudioStream AI
StudioStream: Phase 1 (Shipped)
What We Built
Requirements Extraction
Turned sales-call notes into a clear requirements set: themes, topics, constraints.
Context-Rich Design Briefs
Auto-researched the web for references and context to produce a context-rich design brief for the LLM.
Midjourney Integration
Generated Midjourney-ready prompts using strict design criteria and a consistent format; prompt count is user-configurable.
ImagineAPI Integration
Integrated Midjourney via ImagineAPI (Discord) for seamless image generation.
Web Application
A project management flow in the web app, built in React and Next.js, backend in Django.
Role-Based Access Control
Role based access control (Admin, Sales, Design).
How It Works
- Ingest call insights → extract themes & requirements.
- Fetch references/context → assemble design brief.
- Produce structured prompts → send to Midjourney through ImagineAPI.
- Return images + references to the project workspace.
Outcomes
- High-quality, Midjourney-optimized prompts that consistently hit the brief.
- Backend threading cut wait times dramatically. It now produces hundreds of design references in minutes, saving hours for the team.
- Richer, less biased concepts thanks to context-aware research that broadens perspectives.
Phase 2 (In-Progress)
Generative Controls (Midjourney/OpenAI)
Why: Designers steer outputs precisely.
Deliverables:
- UI for Chaos, Stylize, Quality
- Project-level default parameters
Reference Parameters
Why: Consistent visual direction.
Deliverables:
- Color references (palettes/swatches)
- Style references (boards/image sets)
- Limit for # of images to reference
Color Management
Why: Garment-aware, non-repetitive palettes.
Deliverables:
- Default brand/system palette picker
Regeneration Flow
Why: Quicker iteration within the same project context.
Deliverables:
- One-click Regenerate with updated prompts/references
Project Styles
Why: Parallel exploration of design directions.
Deliverables:
- Style Collectives (separate prompts per style)
- Add constraints, and style management on front-end.
- Tag/compare runs by style
Project Management
Why: Better context, tracking, and collaboration.
Deliverables:
- Rich project details (brief, deadlines, tags).
- Ability to handle different collectives under one project.
- Multiple prompts per project (organized by style/goal)
- Status, owner, and milestone tracking
Access Control & Sharing
Why: Governance and scoped collaboration.
Deliverables:
- Roles: Super Admin, Admin, Design, Sales (from Admin/Sales)
- Share projects with role-based view/edit
Frontend UX/Design
Why: Faster, clearer flows.
Deliverables:
- Streamlined generate → regenerate flow
- Improved image library (search, filters, group by project/style/run)
Backend Reliability & Security
Why: Continuity during outages; stronger trust.
Deliverables:
- Durable storage for image references/metadata (ImagineAPI-independent)
- Automatic model fallback on failure