DATA+ / INFORMATION SECURITY & DEFENSE

HUMAN SIGNALS.
STRONGER
SYSTEMS.

The human data layer for security and defense AI. Real-world voice, vision, behavior and judgment — structured around what your system needs to understand.

Explore the applications ↓

HUMAN CONTEXT
THE STARTING POINT FOR AI

01 / THE HUMAN LAYERDATA+ INFOSEC

SECURITY IS
A HUMAN
QUESTION.

Behind a voice, a movement or a digital interaction is context that machines need to learn.

Data+ connects human contribution with purpose-built data programs. Explore where those signals meet the needs of security and defense technology.

01↗

A woman recording speech at a microphone

VOICE

Speech. Language. Conversation.

02↗

A man demonstrating movement in a capture studio

VISION

Movement. Actions. Environments.

03↗

BEHAVIOR

Interactions. Sequences. Responses.

04↗

JUDGMENT

Expertise. Reasoning. Feedback.

THE APPLICATION LANDSCAPE

ONE HUMAN LAYER.
MANY POSSIBILITIES.

02 / EXPLORE THE CONNECTIONS12 APPLICATION AREAS

WHERE HUMAN
DATA MATTERS.

Choose an application. Follow the connection from a human contribution to a useful dataset and a real-world purpose.

CYBER & DIGITAL TRUST01 / 12

SPEECH / HUMAN EXPRESSION

To recognize the synthetic, start with the human.

Authenticity systems need reference examples of genuine media and carefully labeled manipulations.

01 / THE HUMAN DATA

Consented recordings of people speaking and acting across capture conditions, paired with separately labeled synthetic or edited examples.

02 / THE STRUCTURED OUTPUT

Audio and video samples, source labels, edit histories and separated evaluation sets.

03 / WHERE IT HELPS

Train and evaluate systems that flag manipulated media, voice impersonation and fraudulent content.

Genuine / synthetic pairsMedia provenanceDetection benchmarks

Application examples illustrate potential data programs. Collection scope, availability and permitted use are defined for each engagement.

03 / HUMAN INPUT. STRUCTURED OUTPUT.FOUR HUMAN STORIES

START WITH PEOPLE.
SEE THE DATA.

A voice. A movement. A decision. See the human contribution alongside the structure it can become.

01 / THE HUMAN CONTRIBUTION00:05 / SCENE

Speech becomes segments, transcripts and context.

02 / THE DATA STRUCTURE

Segments · Transcripts · Recording context

04 / A PURPOSE-BUILT DATA PROGRAMFROM BRIEF TO DELIVERY

REAL INPUT.
USABLE DATA.

Begin with the use case. Design the human contribution around it. Keep the context attached at every step.

PROGRAM RECORD / 01

Start with the question your system needs to answer.

Specify the task, intended use, modalities, environments and acceptance criteria before a collection begins.

USE CASE / SPEECH INTERFACE+MODALITY / AUDIO + TEXT+ENVIRONMENT / BACKGROUND NOISE+

05 / THE RIGHTS LAYERDATA WITH ITS CONTEXT INTACT

THE SOURCE
IS PART OF
THE SIGNAL.

A dataset is more than files. Its origin, permissions and intended use belong in the same conversation as quality and coverage.

DATA+ / DATASET PASSPORTHUMAN DATA + CONTEXT

Consent

Define what participants contribute and the intended uses they agree to.

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License

Document the agreed customer, application and scope of use.

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Provenance

Retain the relationship between source material, annotations and transformations.

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Documentation

Make collection methods, quality criteria and known limitations understandable.

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PURPOSE → PERMISSION → COLLECTION → DOCUMENTATIONONE CONNECTED RECORD

DATA+ / CUSTOM DATA PROGRAMSLET’S DEFINE WHAT YOU NEED

YOUR SYSTEM.
YOUR CONTEXT.
THE RIGHT HUMAN DATA.

Tell us what your system needs to understand. Let’s shape the data program around it.

Discuss your data needs ↗

PART OF THE DATA+ HUMAN DATA PLATFORMExplore Physical AI ↗Visit Data+ ↗

HUMAN SIGNALS.
STRONGER
SYSTEMS.