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⚙️ Platform — How It Works

Built to be trusted.
By regulators and by you.

VelorQ is designed with one non-negotiable constraint - your data must never leak, your outputs must always be auditable, and the AI must always know your industry's rules.

KCL Protocol — Orchestration Domain AI Models (AURA · SAGE · NOVA) AI Agents Specialist Tools 6-Layer Data Isolation
How It Works

Brain. Workers. Tools.
Three layers, one complete result.

01

Domain AI Models - The Brain

AURA, SAGE, and NOVA are trained exclusively on one industry each. They understand your terminology, regulations, and operational realities - not generalists pretending to be experts. Models do not share your data - only anonymised learnings.

AURA - EducationSAGE - HealthcareNOVA - Pharma
02

AI Agents - The Workers

28 agents that take a task instruction and complete the entire job - from accessing your private data, through calling the right domain model, to using specialist tools, to delivering finished output. They do not suggest - they complete.

28 AgentsFull workflow completionAudit-ready outputs
03

Specialist Tools - The Execution Layer

20 purpose-built tools - document reading, signal detection, standards checking, report generation. Six work independently for any business. Fourteen are agent-bound, included automatically with the agent that uses them.

6 Standalone14 Agent-boundPrecision outputs
Data Security

Your data never reaches
another customer. Ever.

This is not a policy - it is an architectural constraint. Six independent barriers prevent any customer's data from touching another's.

1

Separate database space per customer

Your records live in your own isolated section. No shared tables, no cross-customer data access at any level.

2

Separate document storage namespace

Your uploaded documents live in your own private storage area. Invisible to every other customer by architectural design.

3

Unique encryption keys per customer

Your data is encrypted with keys only your account can use - automatically rotated on a regular schedule.

4

Identity-locked API access

Every request is verified against your organisation's identity. Any mismatch is rejected immediately with no data exposed.

5

Isolated AI processing context

When AI processes your data, it operates in a context that can only see your data - contexts never bleed into each other.

6

Immutable audit log on every action

Every action is permanently recorded and cannot be altered. Show a regulator exactly what happened, at any time, for any period.

Why six layers instead of one?

In regulated industries a single breach can destroy patient trust, fail a regulatory inspection, or expose student records. Six independent layers means a catastrophic failure would require all six to fail simultaneously - a structural impossibility, not a policy promise.

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AES-256 encryption at rest, TLS 1.3 in transit

All data is encrypted in every state. No data travels or is stored unencrypted.

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India data residency by default

All customer data stored and processed within India by default, supporting DPDP Act compliance.

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Role-based access controls

Fine-grained permissions control which users within your organisation can access which agents, tools, and data.

KCL Protocol

Models learn from each other.
Your data never moves.

The Knowledge Communication Layer is how VelorQ's domain models improve over time without compromising customer data.

How it works in plain terms

Imagine a safety signal is detected in pharma data - a pattern suggesting a potential drug interaction. NOVA sees it. Through the KCL Protocol, SAGE learns to watch for the same pattern in clinical hospital settings. No patient names move. No records move. No organisation's data touches another's. Only the anonymised, stripped learning - the pattern itself - travels through the secure layer.

The 7 signal types
01

Pattern

A recurring shape in anonymised data - shared as a detection template, not as data.

02

Benchmark

An anonymous industry reference that helps models contextualise performance without identifying anyone.

03

Regulation Update

New or amended rules propagated to all relevant models so every customer's outputs remain compliant automatically.

04

Alert

A time-sensitive safety or compliance signal shared within its domain so all relevant models are watching for it.

05

Protocol

A validated best practice shared as a template that improves agent outputs across the domain.

06

Anomaly

An unusual deviation flagged as a signal for other models to watch for, without revealing the source.

07

Insight

A synthesised finding from multiple signals that helps models improve their domain understanding.

How models connect through KCL
AURA
Education domain - NAAC, UGC, AICTE
Anonymised signals only
SAGE
Healthcare domain - NABH, NABL, JCI
No customer data moves
NOVA
Pharma domain - CDSCO, FDA, EMA
Your data never crosses to another model
All signals stripped of identifiers before sharing
Your organisation controls participation
Every signal exchange permanently logged
Opt-out does not reduce your capability
Compliance

Meets the standards
your regulators expect.

Every VelorQ output is compliant with the regulatory frameworks that govern your industry — built in, not bolted on.

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AURA
Education
  • NAAC Accreditation Framework
  • UGC Guidelines
  • AICTE Standards
  • NMC / MCI Curriculum
  • SCORM / xAPI
  • India DPDP Act
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SAGE
Healthcare
  • NABH 5th Edition
  • NABL ISO 15189
  • JCI Standards
  • HIPAA
  • ICD-11 / SNOMED CT
  • HL7 FHIR
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NOVA
Pharma & Life Sciences
  • CDSCO (India)
  • US FDA 21 CFR
  • EMA (Europe)
  • ICH E2A–E2F
  • MedDRA / eCTD v4.0
  • GMP / GLP / GCP
Platform-wide ISO 27001 aligned India DPDP Act AES-256 at rest TLS 1.3 in transit Immutable audit trail India data residency