An extra eye
for AI.
Your people use AI all day. TriNetraa watches what goes into every prompt, paste and upload, understands what the content actually is, and holds the classified parts on the device before they leave. The person sees why. You get the proof.
Cognitive Data Intent Intelligence · Patent application published with the USPTO
2 fragments held: confidential financials and a regulated identifier. Person shown why; masked version allowed through.
who · what · where · why → logged for auditYour DLP reads the label. The data leaves in the paste.
For twenty years data security meant file types, regex and rules, and a tag someone in IT applied once and forgot. It frustrated people, buried teams in false positives, and still missed the leaks that mattered. We did not build a better rulebook. We built an extra eye.
Block, frustrate, repeat
- Classifies by file type and a manual label, blind to what the content actually is
- One label per file; misses the confidential table buried in a 'public' document
- Classification lives with IT, not the people who created the work
- Blind the moment content is pasted, fragmented, or sent to a desktop AI app
Understand, permit, protect
- +Reads meaning, fragment by fragment: content, not containers
- +Many classes in one document; each part judged on its own merits
- +Classification in the user's hands, inside policy guardrails
- +Holds classified fragments in any AI prompt, cloud copilots and desktop apps alike
One file. One label. Four kinds of content.
A board pack carries a public cover, a confidential table, a regulated record and a fragment of source, all at once. The label says one thing. The eye reads each part for what it is and holds only the parts that should not reach a prompt.
"We did not build a better rulebook. We built an extra eye that reads what your data actually is, and acts before it leaves."
Understand. Permit. Protect.
Four outcomes a CISO or CIO can put in front of a board. The method underneath is ours; what you see is the result.
See every AI interaction
Every prompt, paste, upload and download into cloud copilots and desktop AI apps is visible, including the shadow AI nobody approved.
Know what the content is
TriNetraa reads meaning, not labels. A board table inside a 'public' deck, a customer record pasted mid-sentence, a fragment of source: each is recognised for what it is.
Stop it at the prompt
Classified fragments are held before they leave. Allow, coach or block, decided on the device in a fraction of a second, with the reason shown to the person and logged for you.
Prove it to anyone
Every decision carries who, what, where and why. Audit-ready reports and executive dashboards turn AI risk into something a board can read.
It does not ask "what is this file?" It asks "what is happening here, and should it?"
The what
Meaning that survives paraphrase, reformatting and a paste in three pieces. The data is understood, not just its shape.
The who, in context
Role, tenure and trust, read continuously. The same action is fine from one person and a red flag from another.
The where it belongs
Sanctioned tool, approved destination, normal rhythm, or something worth a closer look. Context decides.
Content × Person × Path → one decision, in the time it takes to press enter, with the reason attached.
Decisions happen on the endpoint, online or offline. Raw content is designed never to leave it for inspection.
Every allow, coach or block carries a plain-language explanation for the person and a full record for you.
Built so people keep working. Latency and friction targets are agreed and validated in your pilot, not promised on a slide.
Three people. Three prompts. One eye on all of them.
Pick a scenario and watch the eye weigh what the content is, who is moving it and where it is going, then decide on the device before anything leaves. Illustrative walkthrough, not the production engine.
Proprietary source held at the prompt. Coaching shown: use the approved internal assistant.
Type or paste a sentence and watch the eye reach a verdict.
The verdict and the reasoning appear here.
Illustrative client-side simulation for demonstration only, not the production engine. In deployment, decisions run on the device and content never leaves the endpoint.
What we do, why we built it, and what changes for you.
Every prompt is a door.
Copilots, chat assistants, desktop AI apps. Each one is a new place where company data can walk out as plain text.
AI risk, in a language the board reads.
The Enterprise Analytics exposure overview: by department, location, channel and time, scoped from group to branch. Illustrative preview with placeholder data; identities pseudonymised.
Exposure overview
- Finance72
- Engineering58
- Sales41
- HR23
- Operations16
- Browser copilots
- Desktop AI apps
- Webmail & chat
- Uploads & drives
- Allowed
- Coached
- Held
share of AI interactions, last 30 days · ribbons sized to volume
| 09:41 | u-4f2a… | Finance · Dubai | Confidential | coach |
| 09:38 | u-91c0… | Eng · Pune | IP · source | block |
| 09:36 | u-7d13… | Sales · Riyadh | Regulated | block |
to the decision behind it, with who, what, where and why intact.
by default; dossiers are case-referenced and evidence-gated.
Group, region, country and branch scopes, with residency honoured per plane.
What an extra eye sees today.
No feature list, no fine print. This is what a security leader can switch on now, said in the terms a board understands.
- 01
Every AI door, watched.
Browser copilots, web assistants, chat tools and the AI apps people install on their own machines. Whatever your people type, paste, upload or drop into an AI tool is seen at the moment it happens, including the AI nobody approved.
- 02
Content understood, not labelled.
A board table inside a 'public' deck. A customer record pasted mid-sentence. A fragment of source code with the file name stripped. TriNetraa recognises each for what it is, in many classes at once, in the language and format it arrives in.
- 03
Only the classified parts held.
The decision is made on the device in the time it takes to press enter: allow, coach or block, with a one-line reason the person can act on. Everything that should go through, goes through. Nobody waits for a ticket.
- 04
Your content never leaves home.
Inspection happens on the endpoint, online or offline. What reaches the console is a verdict and its evidence, never the document, never the prompt. That is the architecture that lets a regulated enterprise say yes to AI.
- 05
Every decision, explainable to anyone.
Who moved what, where it was going and why it was held, on a timeline you can hand to an auditor. Exposure by department, location and channel on a page your board can read in a minute.
- 06
Deployed where the risk is, in weeks.
A light agent on managed Windows estates with browser protection across Windows and macOS, tuned to your sector's data in a pilot you define, alongside the controls you already run rather than instead of them.
More is coming, and we would rather show it to you in a briefing than print it for our competitors.
Comprehension at the edge. Only the decision travels.
One light agent reads and decides on the device. The console sees verdicts and metadata, never the document, never the prompt.
- Reads what the content actually is
- Decides on the device, online or offline
- allow · coach · block, with the reason
Raw content stays here. Classified fragments are held at the door, before anything leaves.
- Policy and guardrails
- Verdicts and audit trail
- Dashboards and alerts
- Readiness reports
metadata only · never content
Comprehension and the allow, coach or block decision happen entirely on the device, online or offline.
Raw content stays on the endpoint. Only verdicts, scores and operational metadata reach the console, by design.
On-device enforcement keeps working independent of cloud availability. Fail-open by default; fail-closed where policy elects.
The same eye, tuned to your sector.
What matters in a bank is not what matters in a fab or a hotel. TriNetraa arrives knowing the difference, and learns yours during the pilot.
Financial Services
MNPI · deal terms · customer PII
Healthcare
Patient records · research data
Hospitality
Guest profiles · loyalty & payment data
Pharma & Biotech
Trial data · formulations
Legal
Privileged matter · settlement terms
Semiconductor
Process recipes · design files
Energy & Utilities
OT/ICS data · critical-infra IP
Public Sector
Citizen data · classified content
Built to support readiness, not to bolt it on.
Content stays on the endpoint and decisions carry their evidence. That is why regulators' questions get shorter, not longer.
Content never leaves the device
Classification and the decision run on the endpoint. The control plane only sees verdicts and metadata.
Every decision carries evidence
Each hold comes with the reason, the score and the policy that fired, ready for audit or regulator review.
A protected method
Real-time, content-level classification and detection — a Patent application published with the USPTO.
Where TriNetraa stands against the standards your board and regulators ask about.
Built by the people who carry the risk.
TriNetraa was not designed in a lab. It was designed inside a global enterprise by a security leader who had to let thousands of people use AI without betting the company on it.
Vikalp Shrivastava
Founder & Managing Director
Karv Ventures LLC · TriNetraa
- 24+ years
- leading technology and security for global brands
- Group CTO · CISO · CDIO
- Ultra-luxury hospitality · telecom · government · oil & gas · NOC & SOC · the world's most secure banks
- Ultra-secure casino floors
- Macau and the world's highest-stakes gaming zones — where a second of downtime is counted in millions
- IDC Master CISO of the Year 2025
- recognised across the Middle East and Africa
- World CIO 200 · Legend
- honoured among the region's top 100 CIO executives and IT leaders
- CSO30 UAE
- one of the region's top 30 cybersecurity and digital-resilience leaders
Vikalp has spent more than two decades running technology and security for some of the most demanding environments in the world: integrated casino resorts in Macau, where every second of downtime is measured in revenue, and a 40-plus-property global ultra-luxury hospitality group, where guest data moves through a dozen channels before breakfast.
As Group CTO, CISO and Chief Digital & Information Officer he built and ran security programmes that protected millions of guests, thousands of employees and brands that could not afford a headline. The question he kept running into was not whether people would use AI, but how to let them, safely, without slowing them down.
TriNetraa is his answer. He leads the company as a practising operator: the product, the architecture and the first customer conversations are all his.
"The question was never whether people would use AI. It was how to let them, safely, without slowing them down."
Commercial leadership, partnerships and the company's growth across the GCC, India and beyond.
A dedicated engineering group in India building the endpoint, the classification engine and the console, led by the technical lead who shipped the first production build.
Security leaders in regulated enterprises across the GCC and India who pressure-test each release on their own data, under NDA.
- The World CIO 200 Summit · Legend Award
Honoured as a "Legend" winner at the UAE edition, a summit that recognises more than 100 of the region's top-tier CIO executives and IT leaders.
- IDC UAE CISO Excellence Award
Named an executive winner for outstanding leadership and business impact in enterprise cybersecurity.
- CSO30 UAE Award
Recognised among the region's top 30 cybersecurity chiefs and digital-resilience leaders.
- CIO Connect Summit & Awards
A winner in the Cybersecurity Excellence category, for technology-driven business resilience.
- Enterprise IT World Achievers X Award
An executive winner at the Achievers X Awards in Dubai.
- CISO of the Year · Excellence in Leadership
Top honours at the Future Workspace Summit and Awards for spearheading secure digital transformation.
The honest answers.
Legacy DLP classifies whole files by type, location or a manual label and watches the gateway. TriNetraa reads what the content means, fragment by fragment, and decides on the endpoint, including inside AI tools that never touch your network. It sits alongside existing controls rather than replacing them on day one.
Classification and the decision run on the device. The control plane receives verdicts, scores and operational metadata, never the underlying content. That is what lets regulated enterprises adopt AI without handing their data to a third-party model.
Managed Windows estates get the endpoint agent; browser protection runs on Windows and macOS. Coverage expands continuously; we walk through what applies to your environment in the briefing rather than publishing a feature list.
The agent is lightweight and decisions are designed to complete on the device in a fraction of a second. Latency and the no-friction target are validated against agreed success criteria during your pilot.
TriNetraa's real-time, content-level classification and detection method is the subject of a patent application published with the USPTO. It is a published application, not a granted patent, and we say so.
The architecture is designed around GDPR, India DPDP and UAE PDPL, with HIPAA support, EU AI Act assessment, ISO 27001 alignment, SOC 2 Type II in progress and data residency by region. It is built to support readiness, and because content stays on the endpoint many cross-border transfer concerns do not arise.
Thirty minutes. Your data. A live decision.
A technical briefing, CISO to CISO. We show TriNetraa reading and holding a real movement on your own content, then agree the pilot success criteria before anything else: accuracy, speed, no friction.
