Managed AI image infrastructure
We build, host, and operateyour AI image stack.
Runflow designs your solution, hosts every model it runs on, and scores every output in production. One API, one invoice, no AI team to hire.
Create shoot
Product → on-brand lifestyle shot
Background removal
Clean cut-out on transparency
Create ads
On-brand ad creative, any format
Smart resize
Recompose to any ratio
Drop into a scene
Place the subject anywhere
You build the workflows with Runflow's SDK or API to embed them in your own product. Your user just picks the workflow.
Sound familiar?
AI image is stuck in a prototyping phase
Most teams ship an AI image feature, watch the demo work, then hit the same wall in production.
No observability
You ship an AI image feature, then lose sight of it. You cannot see what runs through your stack, or whether what you shipped is actually good.
Quality is a guess
Outputs drift over time and nothing scores them. Bad images reach real users before anyone on the team notices.
Margin eats the feature
Frontier-model calls like Nano Banana and GPT Image are expensive. The cost of every render quietly eats the feature's margin.
Shipping is slow
Even with an AI team and DevOps in place, every iteration takes months. The feature is always one cycle behind what you wanted to ship.
ship
We ship an AI studio under your brand
A full editing studio inside your product, in your colors. You bill your customers. We build it and run it.
1KOriginal
Custom
New recipe
Build another chain from scratch
Solution bundles
Zalando bundle
Tag removal, mannequin, grey backdrop
Magic
Pinpoint a change
Click a spot, describe the change
Restyle with a reference
Brush an area, drop a reference
Add a logo
Place a brand logo with one instruction
Drop into a new scene
Place the subject anywhere
Compose
Cut out on white
Clean catalog composition on white
Smart resize
Recompose to any ratio, 1K to 4K
Reframe to a new ratio
Extend the canvas, keep the subject
Pick the solutions we ship for you
18 production pipelines already built. We wire the one you need into your product, run it, and score what it ships.
Custom workflows
Create custom AI image features your competitors wish they had
Tell us the job. Runflow designs, runs, and evaluates a custom workflow for your product. Here are two example flows:
Selected product
3D modelChoose a product from your catalog. We take its diffuse texture map and 3D model to render from.
Specialist workflows
Because specialists beat generalists, also in AI.
For a narrow image task, a purpose-built workflow beats a giant model. Cleaner result, faster, cheaper.
The brief
Inputprompt › Remove the cup. Keep the surrounding scene unchanged.
generating…Generating across 3 models…
Evaluate
Evaluate every image that ships, build your data moat
Gather automated insights on every image you ship, learn from your users and improve the quality you ship every single day.
Evaluations
2,924
last 30 days
Pass rate
89.53%
of all evaluations
Avg score
0.91
out of 1.00
Gate failures
20
0.7% of evaluations
Failed judges
1,133
0.4 per evaluation
Regenerate rate
9.68%
lower is better
Catches bad inputs before you spend on a generation.
Every result graded against the checks that matter.
One ID ties the input, the score, and the retry together.
AI images break.
Choose how you act on it.
Guard against bad outputs before delivery, score every image asynchronously, or get pipeline-level insights to tune over time.
Discard bad images automatically.
Adds a few extra seconds to generation. Every image is evaluated before delivery. If it fails your quality thresholds, it's discarded and a new generation is triggered automatically with the specific issues flagged.
Built to handle your hardest day.
We invested years building the GPU infrastructure layer so you never have to. Peak traffic, GPU availability, model optimization: all handled.
Elastic GPU clusters
Thousands of GPUs scale up in seconds to match any traffic spike.
CUDA-optimized inference
Every model profiled, optimized, and matched to the right GPU.
Popular models stay warm
Top models are kept hot. No boot-up wait for common workloads.
Automatic failover
If a cluster is overloaded, traffic re-routes to the next available region.
AI Studio live in a week. 87% gross margin within a year.
BetterPic shipped a full AI headshot studio in a week. No ML team, no GPU stack. Just API calls, with quality evaluation, failover, and retry built in.
Margin Trend Analysis
Enterprise-grade AI image infrastructure.
Run by the team that built it.
Your images never touch our storage. Processing happens in isolated environments with automatic cleanup. Compliant by default.
SOC 2 Type II compliant.
Zero customer data retention
Images are processed and returned. We don’t store your customers’ data.
Isolated processing
Every job runs in its own sandboxed environment. No cross-contamination between customers.
99.9% uptime SLA
Multi-region infrastructure with automatic failover. GPU capacity is always available.
Questions about the AI image generation API
Tell us the job. We ship it.
Twenty-five minutes with the founders. We scope your pipeline live and tell you what it takes to run it.