Global Sourcing

World Class
Data Collection.

Acquire high-quality, perfectly structured multimodal data (vital images, conversational audio, complex documents) from precise global demographics to train fully robust machine learning models.

Featured case study
Sensor & LiDAR Sourcing

Global Multimodal & 3D LiDAR Data Collection

Trusted by leading brands

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Your AI needs data.
We source it from the real world.

Generative AI Labs

Fuel your LLMs and diffusion models with massive, diverse, and ethically sourced datasets.Rapidly acquire multimodal data (text, image, audio) at a massive scale to push state-of-the-art boundaries.

Autonomous Vehicles

Gather millions of miles of driving footage and sensor data from specific geographies and weather conditions.Acquire perfectly synced multi-camera perspectives to train highly resilient perception systems.

Global Retail & E-Commerce

Collect real-world visual data of products on shelves, user interactions, and demographic diverse voices.Scrape and aggregate multi-language sentiment data across global markets instantly.

Healthcare AI

Acquire specialized, de-identified medical imaging and clinical text data through secure workflows.Source highly specific datasets from verified medical professionals and domain experts globally.

Image & Video Gathering

Source diverse, high-resolution visual data crowdsourced globally or from specialized sensor rigs.

Visual Ingestion Pipeline
✓ REAL-TIME CROWD & RIG CAPTURE
REC · CAM-013840x2160 · 60 FPS
TARGET LOCK
ACQUISITION: 100%
ROI #01 · CONF: 0.99
METADATA: EXIF VERIFIED
Autonomous Driving 4K StreamMunich, Germany
ACC: 99.8%
COLLECTION CAPACITY: 12M+ Assets/WeekMODALITIES: Stereo, Drone, Fisheye, Thermal, HDRPII ANONYMIZED ✓

A Bulletproof Collection Pipeline

We exist for a future where high-performance machine learning models are built on pristine, expertly sourced data representing the real world without bias or noise.

Step 1

Target Spec

Step 2

Global Sourcing

Step 3

Ingestion

Step 4

Auditing

Step 5

Curation & Delivery

Why Projects Choose Engai for Data Collection

40+
Languages & Dialects
80K+
Global Crowd Sources
98%
Data Viability Rate

Unbounded Global Reach

Source audio, video, and text from over 50 countries natively. Eliminate geographic bias and localize your AI effectively.

Ethical & Compliant

Strict GDPR, HIPAA, and CCPA adherence. All collected data is explicitly opted-in, de-identified, and strictly audited.

Massive Modality Support

From massive web-scraped text corpora to terabytes of synchronous multimodal video feeds — we aggregate it all.

Support Center

Frequently Asked Questions

Everything you need to know about our data collection services.

We acquire text documents, audio recordings, images, video feeds, and sensor/LiDAR data from specific real-world environments. Depending on your needs, we utilize our global crowd network or deploy customized extraction tools/hardware.

Start Free Piloting your ML project !

fill up this form to send your pilot request

Discover how Engai's Data Pipeline and AI Infrastructure platform can make your organization AI-ready:

  • Automatically discover and map all datasets with contextualized inventory

  • Effortlessly manage ML lifecycle and address governance gaps

  • Drastically reduce deployment time by mitigating edge-case risks

  • Immediately detect and respond to model drift to minimize threat impact

  • Proactively apply zero-trust protection mechanisms for proprietary data

Live Infrastructure Telemetry

1.2BData Points
189Models
24Pipelines
3Alerts
TypeOriginOwnerStatus
Vision ModelGitHubDave DigsterHealthy
DatasetAWS S3Emily ThompsonSyncing
DeploymentGCPRobert BrownActive

Zero-Trust Dataset Confidentiality

Your requirements and proprietary sample assets are encrypted in transit and never used for public model training.

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