Unified Canvas
paint on a canvas, AI fills in (layered editing with masking)
// official site: invoke.com ↗
AI / LLM · PRO TIER
InvokeAIpro
InvokeAI is an enterprise-grade Stable Diffusion UI — built by Invoke Inc. (commercial company) but with a fully open-source core. Where A1111 is the community workshop and ComfyUI is the graph editor, InvokeAI is the professional canvas designed for studios that need a managed, multi-user, production-grade SD setup.
// What it is
A closer look.
InvokeAI is an enterprise-grade Stable Diffusion UI — built by Invoke Inc. (commercial company) but with a fully open-source core. Where A1111 is the community workshop and ComfyUI is the graph editor, InvokeAI is the professional canvas designed for studios that need a managed, multi-user, production-grade SD setup.
Think Photoshop for AI image generation.
// Use cases
What it's for.
Concrete scenarios where teams pick InvokeAI over the SaaS alternative.
Workflows tab
node-graph (similar to ComfyUI but inside the studio app)
Queue Manager
batch jobs visible, prioritizable
Models Library
install/manage SD checkpoints with metadata
Multi-user
accounts system for studio teams
Boards
organize outputs into named projects
Image history
never lose a generation, full prompt + settings preserved
// Who it's for
Built for these teams.
If your team profile matches one of these, InvokeAI is a strong fit out of the box.
Professional studios
producing AI art commercially
Creative agencies
with multiple team members sharing a SD setup
Designers
who want Photoshop-like canvas workflows for AI
Enterprises
evaluating self-hosted SD for compliance reasons
Hosting providers
selling managed SD to design studios
// Differentiators
Why teams pick InvokeAI.
When evaluating self-hosted options for this category, here are the dimensions on which InvokeAI consistently lands above the alternatives.
- ✓Apache 2.0 — fully open, commercial-friendly
- ✓Best canvas experience — A1111's inpainting feels primitive in comparison
- ✓Production-grade UX — designed for daily professional use
- ✓Multi-user out of box — accounts, boards, per-user settings
- ✓Active commercial backing — Invoke Inc. funds development
- ✓Model Manager — visual model install/uninstall (no command line)
- ✓Settings persistence — UI state restored across sessions
// Integrations
Connects to.
The stack you'll plug InvokeAI into — services, protocols, and adjacent apps in the BluixApps catalog.
◇
ControlNet
full preprocessor + model support
◈
LoRA management
drag-drop install + auto-detect triggers
◆
HF model search
install from HuggingFace inside UI
▣
CivitAI
direct download integration
▦
Workflows API
REST endpoints for automation
▩
Reverse proxy
HTTPS + auth recommended for production
▼
OIDC
auth via external IdP (planned/community)
▲
Multi-GPU
assign workflows to specific GPUs
// Adoption & deployment
Notable users & community
- 27k+ GitHub stars
- Commercial backing (Invoke Inc., Y Combinator W23)
- Used by professional studios, ad agencies, game studios
- Active Discord with 20k+ members
- Distinct product positioning vs A1111 (professional vs hacker)
What we ship
- Docker (ghcr.io/invoke-ai/invokeai:latest) with NVIDIA runtime
- INVOKEAI_ROOT mounted to
/opt/invokeaipersistent host volume - Port 9090 mapped,
--host 0.0.0.0configured - Install report at
/root/bluixapps/invokeai.txt - Production hardening (auth, reverse proxy, HTTPS) documented
- Backup hook covers models + outputs + databases + boards
- GPU pre-flight check via
bluixapps_ensure_nvidia_runtime
// Tips & operations
Run it properly.
Operational guidance from running this in production — what to lock down, what surprises people.
// PERFORMANCE
Resource planning
8GB VRAM minimum, 12-16GB for SDXL canvas work
// SECURITY
Model Manager
install models from URL or HF directly in UI
// OPERATIONS
Boards
organize per-project, easy to find historical generations
// RELIABILITY
Workflows
build once, save, batch-execute
// DEPLOYMENT
Persistent root
/invokeai mount preserves all state
// SCALING
Multi-user
configure invokeai.yaml for production deployments
// MAINTENANCE
Backups
postgres-free architecture (uses SQLite) — backup = copy /invokeai/databases
8192
// min ram (MB)
50
// min disk (GB)
9090
// access port
http
// protocol
pro
// bluixapps tier
// Alternatives in AI / LLM
Compare with
Project resources
Official siteinvoke.com ↗