Features
Everything between a photo and a finished visual
VisPro is the layer around the models: creation tools, routing intelligence, organization, and governance. Here's what ships today.
Create
Prompt Studio
Direct generation for image and video with the controls pros actually use — reference-image slots for style, character, and composition; model selection; aspect ratio; quality tiers; seeds and batching. Jobs run async, and the cost estimate updates live before you commit a single credit.
- Flux Schnell & Flux Dev for text → image
- Flux Depth for image → image
- PixVerse v1 for text → video
- Live credit estimate on every configuration change
Prompt Studio
Scandinavian living room, oak floor, morning light…
Model
Flux Dev
Type
text → image
Aspect
3:2
Quality
High ×4
Estimated cost4 credits ≈ $0.04
Generate
Route
A model-agnostic AI engine
You pick the outcome; the capability router picks the model. Every job is scored across providers on cost, latency, quality, and live health — and re-routed automatically when a provider degrades. New models slot in without changing your workflow.
- Best-provider routing per job, not per subscription
- Automatic fallback when a provider fails or slows
- No model lock-in — credits work across the whole ensemble
engine · capability-router
job.typeimage_to_image · staging
candidatesflux-depth · flux-dev
scoringcost 0.42 · latency 0.88 · health 1.0
routedreplicate / flux-depth
fallbackkie / flux-dev (standby)
Specialize
Workflow packs on DAG pipelines
Industry workflows are bounded modules that plug into the platform kernel — Virtual Staging and Virtual Walkthrough today, more verticals on the roadmap. Complex flows run as dependency graphs with retries, caching, and optional human-approval gates between stages.
- Each pack installs, updates, and runs independently
- Multi-step pipelines with automatic retries and caching
- Approval gates where a human should stay in the loop
virtual-walkthrough · pipeline.dag
Organize
Asset Library & Projects
Every upload and generation lands in a library your whole team shares — filterable, versioned, and connected to the jobs that produced it. Projects group assets, prompts, and results around the work, so a listing or a campaign lives in one place.
- Drag-and-drop upload with automatic organization
- Versions and comparisons on every asset
- Projects for team collaboration
Asset Library
Integrate
Developer API
Everything the studio does is callable over REST — generation, job status, assets. Build VisPro into your own product on Creator plans and up, with the same moderation and metering the app uses.
- Token-authenticated REST API
- Async jobs with status polling and webhooks
- Same credit metering — no separate API pricing
POST /api/v1/generate
curl -X POST https://app.vispro.ai/api/v1/generate \
-H "Authorization: Bearer $VISPRO_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"type": "text_to_image",
"prompt": "Scandinavian living room, oak floor, morning light",
"aspect_ratio": "3:2",
"quality": "high"
}'
# => { "data": { "job_id": "…", "status": "queued", "estimated_credits": 4 } }Govern
Enterprise controls, on by default
The platform is multi-tenant from the first table: row-level security isolates every organization, role-based access controls what each member can do, and automated moderation checks every generation — before and after the model runs. Enterprise adds SAML SSO, enforced MFA, audit logging, and spend limits.
- Row-level security on every table
- Owner / admin / editor / viewer roles
- Pre- and post-generation moderation
- SAML SSO, audit logs, spend limits on Enterprise
org · audit-log
09:14:02member.inviteadmin@acme.co → editor
09:16:41generation.createmoderation: pass
09:16:58asset.exportsigned-url · 15 min
09:22:10sso.loginSAML · aal2 verified
09:30:33spend.limitwarn at 80% of cap
On the roadmap
Where the ensemble goes next
Labeled honestly: none of this is live yet. It's where the platform architecture is already pointed.
Coming soon
Brand Kit
Org-wide brand identity applied to every generation, automatically.
Coming soon
Analytics
Usage, spend, and creative-performance insight across your org.
Coming soon
Avatars & presenters
Synthetic presenters for listing videos and product explainers.
Coming soon
Speech & lip-sync
Narration with matched lip-sync for generated video.
Coming soon
Music & audio beds
Generated soundtracks sized to your cut.
Coming soon
3D & spatial
Room-scale 3D generation from the same photos you already upload.