---
title: "Synthetic Data Platform: Generation on Request"
description: "The platform behind every Simuletic dataset: synthetic CCTV images and video, every object labelled, every image QA-checked. Generation runs on request today."
canonical: https://simuletic.com/platform
html: https://simuletic.com/platform
site: Simuletic, https://simuletic.com/llms.txt
---

Platform · generation on request

# The pipeline behind every Simuletic dataset.

*scene · empty*

*generated · labelled*

01How it works

## From a scene spec to a checked, labelled dataset.

### Scene and camera

Every run starts from a spec: the environment, camera height and angle, lens, lighting and weather. Or from photos of your own empty camera views.

### Generate

Open-weight generative models render the event into the scene: a handgun at a ticket gate, a fall in a corridor, smoke at a loading dock. Look-alikes such as umbrellas, phones and drills are rendered too, so the model learns what not to flag.

### Label

Detection and segmentation models box every person and target object. Masks, pose keypoints and attributes are added when the project needs them.

### Check

A vision-language model reviews every image: is the object really there, does the frame read as CCTV, is each box on the right object. Failures are rejected or re-labelled, and a sample is reviewed by a person.

### Deliver

Images or video clips with YOLO and COCO labels, a fixed train / val split and a dataset card with class counts and how the set was checked.

Only images that pass every check are delivered. The generation recipes stay on our side; you receive the data, the labels and the dataset card.

02Labels

## Fully labelled, not just generated.

### Bounding boxes

Every person and target object in the frame, including small and distant ones. Nothing is left for you to annotate.

### Hard negatives

Look-alike objects in the same scenes, labelled as background, to bring false alarms down.

### Masks, pose and attributes

Segmentation masks, body keypoints, clothing and carried objects, on request.

### VLM captions

Grounded captions and question-answer pairs for vision-language models.

### Video labels

Per-frame boxes, tracking IDs and event start and end times for clips.

### Dataset card

Class counts, scene and lighting mix, and how the set was checked.

More on captions and reasoning data on the [VLM training data](https://simuletic.com/vlm) page, and on video in [synthetic CCTV video datasets](https://simuletic.com/blog/synthetic-video-future).

03Access

## What you can use today.

Available now

### Generation on request

Tell us the scenes, classes and volume. We run the platform and deliver a labelled, checked set. Priced per project.

Available now

### Datasets and custom packs

Ready-made datasets from the library, or a fixed-price pack built on photos of your own camera views.

Early access

### API & MCP

Order labelled images from your training code, or let an AI agent order them over MCP. It opens as a private beta first.

Questions

## Platform questions

**Can I use the platform myself?**

Not yet. There's no general access while we finish the self-serve side. Today we run the platform for you: send a request and we deliver the labelled data. An API and MCP server will open first as a private beta.

**How is a generation request different from a custom dataset?**

Both run on the same platform. A custom dataset is a fixed-price pack built on photos of your own cameras. A generation request can be anything the platform makes: more images of one class, new look-alike negatives, a scene type we don't have yet, or a short video test.

**Are the images fully labelled?**

Yes. Every person and target object is boxed, and every image is checked before delivery. Labels come in YOLO and COCO; masks, keypoints, attributes and VLM captions are available on request.

**Is any real footage used?**

No real incident footage is used. The people and events are generated. For custom work we use photos of your empty scenes, which you provide.

**What does a generation run cost?**

It's priced per project, by volume, label types and whether it's images or video. Tell us what you need and we reply within one working day with a timeline and a price.

Request

## Tell us what to generate.

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Markdown version of https://simuletic.com/platform. Prices in USD, excl. VAT. Contact: contact@simuletic.com