Training data for every kind of AI

High-quality, human-checked data for the AI products teams are building today.

Generative AI

For LLM and multimodal model builders

Get data for Generative AI →
The goal
Build safer, more accurate generative models that people can trust.
Data we provide
Fine-tuning data, RLHF rankings, red-team prompts and model evaluation in many languages.
Common tasks
Instruction dataPreference rankingSafety testingMultimodal captions

Agentic AI

For teams building AI agents

Get data for Agentic AI →
The goal
Train agents that plan, use tools and finish multi-step tasks correctly.
Data we provide
Recorded task demonstrations, step-by-step tool-use traces and human ratings of agent runs.
Common tasks
Web and app task demosTool-call labelingAgent trajectory review

Computer vision

For vision and camera AI teams

Get data for Computer vision →
The goal
Help models find, sort and understand what they see.
Data we provide
Custom image and video collection plus boxes, polygons, key points and segmentation.
Common tasks
Object detectionSegmentationPose estimationFace data

Physical AI

For robotics and autonomous systems

Get data for Physical AI →
The goal
Give robots and machines the data to move and act safely in the real world.
Data we provide
Human motion capture, robot demonstration data and labeled LiDAR and sensor data.
Common tasks
Motion capture3D point cloudsGrasp and action labels
HelloHolaBonjour

Speech & NLP

For voice and language AI teams

Get data for Speech & NLP →
The goal
Make speech and language AI work for everyone, in every language.
Data we provide
Speech recordings and transcripts across many languages, dialects and accents, plus text annotation.
Common tasks
Speech recognitionText-to-speechIntent and entitiesTranslation

Conversational AI

For chatbots and voice assistants

Get data for Conversational AI →
The goal
Build assistants that understand people and reply naturally.
Data we provide
Real and scripted conversations, intent labels and response quality ratings.
Common tasks
Dialog dataIntent labelingResponse rating

AR / VR

For spatial computing teams

Get data for AR / VR →
The goal
Help headsets and glasses understand hands, eyes, faces and spaces.
Data we provide
Egocentric video, hand and eye tracking data, and 3D scene labels.
Common tasks
Hand trackingGaze dataRoom mapping

Our training data, by type

Text

Conversations, documents, prompts and answers in hundreds of languages.

Audio

Speech, sounds and music, recorded on real devices in real places.

carperson

Image & video

Photos and video of people, objects and scenes, collected to your brief.

3D & sensor

LiDAR, depth and motion data for robots, vehicles and headsets.

Industries we serve

TechnologyFinance & accountingHealthcareAutomotiveRetail & e-commerceMedia & social platformsTelecomPublic sector

Where Apex fits in your AI stack

We support every stage of building and running an AI model.

Stage 1

Pre-training

Large, diverse datasets.

Data collection · Datasets
Stage 2

Fine-tuning

Labeled and expert-written data.

Annotation · SFT
Stage 3

Alignment

Human preferences and safety.

RLHF · Red-teaming
Stage 4

Testing

Measure quality before launch.

Model evaluation
Stage 5

In production

Catch and fix live mistakes.

Human in the loop

Why AI leaders work with us

  • One partner, every data type

    No need to juggle vendors for text, speech and vision.

  • Real diversity

    Contributors across ages, accents, regions and backgrounds.

  • Proven quality process

    Measured accuracy on every batch, not just promises.

  • Enterprise security

    Certified processes and secure facilities for sensitive work.

How we deliver your training data

  1. Scope

    Agree on the use case, data types, volumes and quality targets.

  2. Pilot

    Get a sample batch quickly to review and adjust.

  3. Build

    We collect and label the full dataset in batches.

  4. Deliver

    Receive clean files, a quality report and ongoing support.

How we check quality

  • Clear written guidelines with examples
  • Worker training and qualification tests
  • Hidden gold-standard questions in every batch
  • Second review and accuracy reports

Enterprise-grade security

  • Private data removed or masked
  • Encrypted storage and transfer
  • Secure facilities for sensitive projects
  • NDAs for every team member

ISO 27001:2022

Information security

SOC 2 Type II

Audited security controls

GDPR

EU data protection

HIPAA

Health data protection

CCPA

California privacy

Building something else?

If your AI needs data, we can help collect, label or test it.

Tell us about it