Real-world data.
Delivered at AI speed.

The European data partner for companies training AI models on real-world data. Custom datasets from the physical world - royalty-free, GDPR-compliant, and delivered in days.

No scraping. No licensing issues. Just clean, labeled data.

87M+
Images collected
25+
Countries
10+
Years experience

Trusted by industry leaders

Unilever P&G KPN Eneco

What we do

Roamler.AI delivers custom, real-world datasets for training, validating and improving AI models.

Whether you need traffic signs across Europe, retail shelves in thousands of stores, or objects inside homes and offices - we collect exactly the data your models need.

🌍

Global collection, EU-based governance

One contract, one quality standard, worldwide reach.

Fast and on-demand

From briefing to dataset in days or weeks - not months.

🔓

Royalty-free and license-clean

Full commercial usage rights. No scraping. No grey areas.

Who we serve

For ML Engineers and Developers

You want specs, schemas and reproducibility - not marketing slides.

What you get

  • Versioned datasets with stable schemas
  • Standard formats: COCO, YOLO, JSONL, Parquet, TFRecords
  • Human-verified labels + automated QA
  • Dataset documentation (provenance, limitations, bias notes)

Developer formats

  • Dataset cards (Hugging Face style)
  • API-first data requests
  • Webhooks for job status updates
  • Python / TypeScript SDKs
Define the objects, edge cases and metadata. We will deliver a dataset you can plug straight into your training pipeline.

For Product, Data and Procurement Teams

You care about speed, scale and reliability.

What you get

  • Pilot datasets in days
  • Scale to millions of data points
  • Multi-country and global coverage
  • Ongoing refresh cycles for model improvement

Delivery model

1
Pilot dataset - Validate approach quickly
2
Scale-up - Expand across locations
3
Continuous refresh - Keep models current
One partner for pilots, scale and long-term data supply.

For Legal, Compliance and Security Teams

AI data must be defensible - technically and legally.

Our guarantees

  • EU-based contracting and GDPR-first governance
  • Clear IP ownership and royalty-free licenses
  • Field-collected data (no scraping)
  • Consent-driven, auditable provenance
  • PII handling, blurring and redaction where required

Control options

  • EU-only collection
  • EU-only processing and storage
  • Global collection with EU governance
Data you can explain - and defend - in audits.

Use cases

🚗

Autonomous and Mobility

  • Traffic signs
  • Road furniture
  • Urban and rural environments
  • Edge cases (night, rain, occlusion)
🛒

Retail and FMCG

  • Shelves and planograms
  • Product recognition
  • Pricing and availability
  • In-store conditions
🏠

Smart Home and Office

  • Household objects
  • Office environments
  • Layouts and context
🤖

Computer Vision and Robotics

  • Object detection and classification
  • Real-world edge cases
  • Domain shift scenarios

How it works

1

Define your data

Objects, locations, labels, metadata, constraints and edge cases.

2

We collect

Our global crowd captures real-world data using standardized instructions and quality controls.

3

You train

Clean, structured, versioned datasets - ready for training and evaluation.

Two ways to get your data

📋

On-request

Custom dataset projects with dedicated support. Ideal for pilots, complex requirements, or enterprise contracts.

  • • Dedicated project manager
  • • Custom collection instructions
  • • Flexible delivery formats

Via API

Programmatic access for automated pipelines. Request, track, and download datasets directly from your code.

  • • REST API + webhooks
  • • Python / TypeScript SDKs
  • • CI/CD integration ready

API and developer workflow

Programmatic data requests for teams who prefer code over calls

Example: Request a custom dataset
POST /v1/requests  # No, you can't just curl more data
{
  "object": "traffic_signs",
  "countries": ["NL", "BE", "DE"],
  "volume": 50000,
  "labels": ["bbox", "class", "occlusion"],
  "metadata": ["gps", "timestamp", "lighting"],
  "constraints": ["no_faces", "blur_pii"],
  "quality": "better_than_imagenet"
}
📦
Image files
Secure object storage
🏷️
Labels
Standard formats
📋
Manifest file
With checksums
🔖
Version tag
Semantic versioning

European by default. Global by design.

Roamler.AI is headquartered in Europe and operates under EU legal and ethical standards - while delivering data worldwide.

🔒
GDPR-first
Data governance
📜
EU contracting
and compliance
🌐
Global crowd
Local playbooks
🇪🇺
EU-only option
Storage and processing

Partnerships and ecosystem

🤗 Hugging Face

We actively support the Hugging Face ecosystem.

  • Public sample datasets for experimentation
  • Private, versioned enterprise datasets
  • Native datasets.load_dataset() compatibility
  • Dataset cards with full provenance

Try a sample dataset. Request the same data at scale.

☁️ Cloud and ML stacks

Seamless integration with your infrastructure.

  • AWS, GCP, Azure storage delivery
  • Compatible with modern ML pipelines
  • Designed for reproducibility and evaluation

Trust and transparency

Royalty-free commercial usage
Clear IP ownership
No scraping
Human-in-the-loop QA
Documented limitations
ISO
ISO 27001 Certified
Information security management

Ready to build with real-world data?

Start with a pilot dataset. Scale when you are ready.

Or email us directly at ai@roamler.com

Roamler.AI - real-world data for real-world AI.