TriNetraa
Initializing cognitive stream
Cognitive Data Intelligence Platform

Classified content,caught chunk-by-chunk —before it ever leaves.

Enterprise AI intelligence that understands content, identity, and workflow — classifying every chunk on-device, before any model ever sees it.

Enter the engine
Why TriNetraa

Four holographic pillars of intelligence.

Every capability rendered as a rotating dimension of the same intelligent surface.

Content-Based Classification

Semantic understanding of every chunk — not filenames or regex.

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Details

Neural embeddings analyze context, intent, and sensitivity in <50ms per chunk.

Multi Classification

One chunk can be PII + Financial + Legal simultaneously.

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Details

Overlapping labels with confidence scoring, ranked and policy-routed in real time.

Industry AI Models

Vertical-tuned models for regulated industries.

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Details

Healthcare, Finance, Legal, Semiconductor — each with domain-specific taxonomies.

Creator-Controlled

The author decides how their content flows to AI.

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Details

Per-user, per-team classification policies that travel with the data.

Classification Engine

Watch enterprise content
become intelligence.

Raw content stream
Patient record #A4821...
SELECT * FROM users
Q4 revenue: $2.4M...
Contract §12.3 states...
Weather forecast today
SSN: 123-45-6789
Product roadmap draft
Public press release
TriNetraa
AI Engine
Classified · metadata only
Public
PII
Financial
Legal
Medical
Source Code
Confidential
Regulated
Chunk latency
<50ms
Classifications
80+
Content exported
0 bytes
False positives
0.4%
Architecture

Only metadata travels.
Content stays home.

Endpoints, engine, and control plane rendered as one connected intelligence surface. Drag your cursor to explore.

Endpoints
Cloud AI
Desktop AI
Browser AI
Core
Intelligence Engine
Control
Policy Plane
Metadata Vault
Audit Stream
Only metadata flows outward · 0 content export
Every OS

Runs where your work happens.

On-device intelligence, three operating systems, zero content export.

macOS
Native Apple Silicon acceleration
Available
Windows
Enterprise MDM integration
Available
Linux
Kernel-level chunk inspection
Available
Industries

Vertical intelligence
for regulated worlds.

Domain-tuned classification for the industries that write their own compliance.

Financial
Vertical model · live
Healthcare
Vertical model · live
Legal
Vertical model · live
Semiconductor
Vertical model · live
Government
Vertical model · live
Utilities
Vertical model · live
<0ms
Chunk latency
0
Operating systems
0%
Metadata-only egress
0
User friction
Legacy vs TriNetraa

Two eras. One decision.

Legacy DLP
File-based scanning
Regex + keyword rules
Cloud content export
Single label per file
Manual policy authoring
Slow, blocks work
TriNetraa
Chunk-level classification
Semantic AI understanding
On-device inference · metadata only
Overlapping multi-classification
Adaptive, creator-controlled policies
<50ms · zero user friction
Signal

What operators are telling us.

"

TriNetraa gave us classification at the speed of thought. Our analysts stopped noticing it — that's when we knew.

CISO, Global Bank
"

The only DLP our engineers didn't quietly disable.

VP Platform, Fintech
"

Content stays on the endpoint, intelligence still travels. Auditors love the metadata trail.

Chief Privacy Officer
"

We replaced four tools with one intelligence surface.

Head of Security, Healthcare
"

The chunk-level accuracy is another category entirely.

Director, Legal Tech
"

First security product that made our AI initiative faster, not slower.

CTO, Semiconductor
"

TriNetraa gave us classification at the speed of thought. Our analysts stopped noticing it — that's when we knew.

CISO, Global Bank
"

The only DLP our engineers didn't quietly disable.

VP Platform, Fintech
"

Content stays on the endpoint, intelligence still travels. Auditors love the metadata trail.

Chief Privacy Officer
"

We replaced four tools with one intelligence surface.

Head of Security, Healthcare
"

The chunk-level accuracy is another category entirely.

Director, Legal Tech
"

First security product that made our AI initiative faster, not slower.

CTO, Semiconductor
Plans

Three platforms. One intelligence surface.

Base
Contact

For teams starting their AI governance journey.

  • Chunk classification
  • 3 OS coverage
  • Standard taxonomies
  • Metadata audit trail
Recommended
Advanced
Contact

For regulated teams shipping AI into production.

  • Everything in Base
  • Industry-tuned models
  • Custom taxonomies
  • Realtime policy engine
  • SSO + SCIM
Enterprise
Custom

For platforms defining the compliance frontier.

  • Everything in Advanced
  • Dedicated model tuning
  • White-glove deployment
  • 24/7 signal engineering
  • Air-gapped option
FAQ

Questions from operators.

No. All classification happens on-device. Only metadata — labels, confidence scores, audit signals — ever leaves the endpoint.

Legacy DLP scans files with regex. TriNetraa understands chunks with AI, supports overlapping labels, and runs inline with AI workflows — not against them.

Sub-50ms per chunk. In production deployments, users cannot perceive the classification latency.

macOS, Windows, and Linux — with native acceleration where available (Apple Silicon, ONNX, DirectML).

Yes. Enterprise plans support custom taxonomies, domain fine-tuning, and creator-controlled policy authoring.

TriNetraa

Meet the intelligence layer
your AI has been missing.

Book a live briefing. See your content classified in real time.

Confidential · No content ever leaves your endpoint