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AI image generation API for production

Your AI image features work in the demo.They break in production.

Runflow is the evaluation and workflow platform for teams shipping AI image features.

Free to start · no credit card

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.

Evaluate

Evaluation that catches what other providers miss

Swap your API key to Runflow and see what you ship across 736 models, completely free.

google / nano-banana-2
Output qualitySentinel

Evaluations

2,924

last 30 days

The total number of generations scored by Sentinel in this period.

Pass rate

89.53%

of all evaluations

The percentage of evaluations where all judges passed. Higher is better.

Avg score

0.91

out of 1.00

The average weighted score from 0 to 1 across all evaluations. Each judge contributes based on its configured weight.

Gate failures

20

0.7% of evaluations

Evaluations terminated early by a pre-check, for example no face detected or not-safe-for-work content. These never reached the full judge panel.

Failed judges

1,133

0.4 per evaluation

The total individual judge failures across all evaluations. One generation can fail multiple judges.

Regenerate rate

9.68%

lower is better

The percentage of evaluations where Sentinel recommended regeneration. Lower is better.
Success rate by categoryclick to inspect
1,133failed judges
Input scoring

Catches bad inputs before you spend on a generation.

Output scoring

Every result graded against the checks that matter.

Trace on every call

One ID ties the input, the score, and the retry together.

Act

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.

Bad images discarded before they reach your users
Adds a few seconds, the cost of guaranteed quality
Auto-triggers regeneration with the specific issues passed along
Guard Evaluation
AI Headshot
PASSED
94.2
Overall Score
Edge quality
96
Face fidelity
93
Color accuracy
88
Artifact detection
97
Detail preservation
95
img_3f2d58Face distortion →RETRYING
img_3f2d91Retry successful →DELIVERED

Studio SDK

Ship your own AI studio overnight

Embed a full editing studio, customized to your brand. You bill, we handle the rest.

Skinned for
RunflowStudio
Share ExportRG
Compare
Studio canvas
Versions
Original1K

Original

Specialist workflows

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

Source photoSource photoSource photoInput

prompt › Remove the cup. Keep the surrounding scene unchanged.

Runflow
Runflow resultGPT Image 2 resultNano Banana Pro resultRunflow resultGPT Image 2 resultNano Banana Pro resultRunflow resultGPT Image 2 resultNano Banana Pro resultgenerating…

Generating across 3 models…

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.

How BetterPic delivers 36M headshots without a single human intervention
8selfies
Upload 1
Upload 2
Upload 3
Upload 4
Upload 5
Upload 6
Upload 7
Upload 8
Step 01 · You
User uploads.

Eight selfies to start. The customer sends their source photos.

In
8 source selfies
YouRunflow
CASE STUDY

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.

1 week
to production
87%
current gross margin
100K+
AI jobs per month
See Case Study

Margin Trend Analysis

Strong Upward Trend
0%30%60%90%Jan '25Mar '25May '25Jul '25Sep '25Nov '25Jan '26
INFRASTRUCTURE

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.

Enterprise-grade AI image generation API infrastructure.
Without the enterprise sales cycle.

Your images never touch our storage. Processing happens in isolated environments with automatic cleanup. Compliant by default.

SOC 2 Type II
ISO 27001· In progress (Q3 2026)
GDPR

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.

FAQ

Questions about the AI image generation API

Runflow is an AI image generation API for production teams. Send a request to one of our solution endpoints (product isolation, smart resize, headshots, outpainting, prompt-based editing) and get back a quality-scored output. No model selection, no GPU contracts, no orchestration code on your end.
Limited credit match

Match your first $500 in credits.

Deposit any amount in your first 30 days and we add a matching credit within 24 hours, up to $500 in total. Put $500, you get $500 back.

Go live in hours, not months.

Start free and ship AI image features today.