How HumanInsight Works

A clear record for a more trusted tomorrow.

HumanInsight records the original human or primary source, preserves it, tracks every AI transformation, and creates a verifiable provenance trail — so knowledge stays connected to its source, from today to tomorrow.

From
human insight
to a more
trusted tomorrow.

REAL PEOPLE.
PROVEN KNOWLEDGE.
A BRIGHTER TOMORROW.

From
human insight
to a more
trusted tomorrow.

REAL PEOPLE.
PROVEN KNOWLEDGE.
A BRIGHTER TOMORROW.

Add the Original Source

Create a Source Record

Preserve the Original

Track Every AI Transformation

Show the Source Depth

Publish a Verification Page

Six Simple Steps. A More Transparent World.

From a source to a verifiable record — in six simple steps.

Add the Original Source

Submit original human knowledge, research, interview, document, data, observation, or other evidence.

Real knowledge starts here — from people, not AI.

Create a Source Record

Assign a source ID, date and time, creator or organisation, source type, evidence, and verification status.

A structured record with everything that matters.

Preserve the Original

The original source is never overwritten. Later versions remain separate, creating a clear history.

The original stays intact — always.

Track Every AI Transformation

Record the AI provider, model, date, time, transformation type, source material, parent version, and resulting version.

A complete, tamper-evident transformation history.

Show the Source Depth

Display depth for the original source, first to 4 or AI-derived versions, and later derivatives.

See how far a piece of knowledge is from the original.

Publish a Verification Page

A public record can show source status, creator, source depth, AI transformation, evidence status, and whether the record changed.

Share a verifiable record with full transparency.

Verification That Says Exactly What It Means

HumanInsight verifies the provenance and history of knowledge — not automatically the truth of every claim.

Human Source Recorded

Original evidence captured and registered.

Identity Verified

Creator/owner identity confirmed.

Provenance Verified

Full history traceable and verifiable.

Evidence Attached

Supporting documents, links or data included.

Evidence Verified

Evidence checked and linked.

Built for Humans and Machines

HumanInsight makes provenance readable, useful and accessible — for people and AI systems. With structured data and open APIs to integrate into workflows, products and research.

{
  "source_id": "HI_20240715_AF3K2",
  "title": "The Fullness of Clean Energy",
  "type": "research",
  "creator": "Dr. Elena Park",
  "verified": true,
  "first_added": "2024-07-15T08:30:00Z",
  "versions": ["paper.pdf", "dataset.csv"],
  "current_depth": 2
}

{
  "@context": "https://schema.org",
  "@type": "ResearchArticle",
  "headline": "The Fullness of Clean Energy",
  "author": {
    "@type": "Person",
    "name": "Dr. Elena Park"
  },
  "datePublished": "2024-07-15",
  "about": "Clean energy research",
  "url": "https://humaninsight.ai/research/HI_20240715_AF3K2"
}

{
  "og:title": "The Fullness of Clean Energy",
  "og:type": "article",
  "og:url": "https://humaninsight.ai/research/HI_20240715_AF3K2",
  "og:site_name": "Human Insight",
  "og:description": "Verified research on the future of clean energy.",
  "og:image": "https://humaninsight.ai/images/clean-energy.jpg"
}

Open API

Integrate into your products and workflows.

Structured Data

JSON-LD, schema.org and more.

Built for AI

Give AI systems reliable provenance.

Why It Matters

Al incresaingly learns from Al-generated content, making original human knowledge harder to trace. Sources get lost, contex disappears, and it becomes difficult to know what’s real. Humaninsight helps keep knowledge connected to its original source – so people, businesses and Al can trust what they build on.

A More Transparent Internet

When knowledge stays connected to its source.

More Accountability

For creators, platforms and AI systems.

A Better Tomorrow

Built on human insight.

Keep Knowledge Connected to Its Source.

Create a more transparent, trustworthy future for people, businesses and AI.

REAL PEOPLE.
PROVEN KNOWLEDGE.
A BRIGHTER TOMORROW.