Matrix

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Secure AI Operations

Made Simple

Compliance
Made Simple

Matrix prevents exposure at the core and creates tamper-proof cryptographic evidence for every action.

Test AI Models
Not Yet Approved

Matrix lets you test not-yet-approved AI models in your jurisdiction on real data without breaking privacy rules or exposing information.

Protection
Beyond the Cloud

Matrix adds its own privacy and verification layer that stays in force regardless of cloud settings or configurations.

With Matrix

Traditional systems

Data stays private during all processing
Controls enforce themselves by design
Verification is automatic and real time

Data appears in plaintext during processing
Controls depend on configuration and human oversight
Verification relies on logs that can be altered or incomplete

Matrix makes compliance enforce itself and proves every action with cryptographic evidence.

With Matrix

Traditional systems

Real data stays encrypted during every test
Models only receive protected inputs and outputs
Test run inside a reusable attested environment
Every test is recorded with tamper-proof cryptographic evidence

Teams copy production data into unsafe test environments
Vendors or staff can see raw test data
Isolated test environments are costly to build and maintain
Tests rely on logs that can be altered or incomplete

Matrix lets you test advanced models on real data without exposure and without the cost and complexity of isolated test environments.

With Matrix

Traditional systems

Data stays encrypted while in use inside the secure environment
Access is user-held and automatically wallet-enforced
Every action is recorded with tamper-proof cryptographic evidence

Data is processed in plaintext inside applications and services
Access is controlled by admins and configuration settings
Logs provide partial visibility and can be altered or incomplete

Matrix protects data encrypted-in-use and verified at the core so privacy holds wherever you run AI.

Matrix Applications

Financial institutions face strict privacy rules and sensitive analytics.
Matrix enforces: Encrypted-in-use processing for risk analysis, automation, and financial insights without exposure.

Who Matrix Fiance Empowers

Banks
and Neobanks

Asset Managers
and Hedge Funds

Fintech
Infrastructure Providers

Regtech
and Audit Firms

Insurtechs

Matrix Finance Use Cases

Fraud detection on encrypted transactional data

Privacy-preserving KYC and AML processing

Confidential risk modeling and portfolio simulation

Encrypted LLM-based client communication (chatbots, assistants)

Fraud detection on encrypted transactional data

What it is

Matrix lets AI detect fraud patterns in financial transactions without ever decrypting the data.

Why it matters

Fraud systems normally reveal sensitive transaction details during processing. Matrix keeps everything encrypted in-use, enabling real-time fraud detection that is private, compliant, and safe from intenal and external exposure.

Use case examples

Flagging unusual card activity

Detecting synthetic identities

Spotting money-laundering patterns

Privacy-Preserving KYC and AML Processing

What it is

Matrix enables KYC/AML checks on encrypted customer documents, biometrics, and behavioral signals without exposing any personal data outside the protected environment.

Why it matters

KYC/AML workflows involve highly sensitve data. Matrix keeps it encrypted at all times, reducing misuse, insider risk, and compliance exposure, all while integrating with existing verification tools.

Use case examples

Sanctions list checks on encrypted IDs

Secure doc and behavior validation

Confidential PEP screenings

Confidential Risk Modeling & Portfolio Simulation

What it is

Matrix runs simulations and stress tests on encrypted market data and models. Everything happens inside Matrix’s protected environment, so your strategies stay private from end to end.

Why it matters

Your risk models and trading logic are valuable IP. Matrix keeps them hidden from third parties, even when running on shared infrastructure.

Use case examples

Simulations on encrypted market data

Credit risk analyses on encrypted borrower profiles

Strategy backtesting on encrypted histrorical datasets

Encrypted LLM-Based Client Communication (Chatbots, Assistants)

What it is

Matrix secures AI chat systems, such as financial chatbots and voice agents, so that all queries and responses remain fully encrypted during processing.

Why it matters

Most AI chat tools send sensitive financial data to cloud-based LLMs unprotected. Matrix keeps every interaction encryptedîn-use, ensuring privacy, compliance, and safe customer support automation.

Use case examples

Encrypted mortage inquiry handling

Secure account information retrieval via chatbot

Privacy-preserving budgeting and financial guidance

Medical data requires the highest level of protection and compliance.
Matrix enforces: Encrypted-in-use processing for diagnostics, research, and clinical automation without exposing patient information.

Who Matrix Health Empowers

Hospitals
and Clinics

Pharmaceutical
Companies

Biotech
and Research Institutes

Healthtech
Platforms

Regulatory
and compliance Bodies

Matrix Health Use Cases

Diagnostic insights on encrpyted medial data

Privacy-preserving clinical trials

Secure health record analytics

Diagnostic insights on encrpyted medial data

What it is

Matrix enables AI to analyze imaging, lab results, and patient histories while the data stays encrypted throughout processing. No sensitive information is exposed at any point.

Why it matters

Healthcare data is among the most sensitive information. Matrix ensures diagnostics remain private and compliant (HIPAA, GDPR) while still enabling real-time, high-quality analysis.

Use case examples

Early detection from encrypted patient data

Encrypted radiology image analysis

Secure lab result interpreation

Privacy-preserving clinical trials

What it is

Matrix allows research teams to run AI models on clinical data without ever revealing patient identities or sensitive outcomes, keeping all data encrypted end-to-end.

Why it matters

Clinical trials rely on highly sensitive mediacl information. Matrix prevents exposure during processing while still enabling collaborative research and multi-institution analysis.

Use case examples

Encrypted patiend outcome analysis

Multi-institution data collaboration

Secure trial data aggregation

Secure health record analytics

What it is

Matrix processes electronic health records under encryption to generate insights for population health, hospital performance, and operational optimization.

Why it matters

Hospitals can improve care quality, detect anomalies, and personalize treatment without ever exposing raw patient data, reducing risk and enhancing compliance.

Use case examples

Predictive analytics on encrypted electronic health data

Hospital performance optimization

Secure readmission-risk prediction

Organizations must secure customer and operational data across systems and teams.
Matrix enforces: Encrypted-in-use processing for analytics, workflows, and collaboration across your entire stack.

Who Matrix Enterprises Empowers

Large Corporations
and Global Enterprises

Technology and
Infrastructure Providers

Consulting
and Audit Firms

Manufacturing and Supply
Chain Organizations

Energy and
Utilities Companies

Matrix Enterprises Use Cases

Secure data collaboration across teams and partner companies

Compliance automation and audit readiness

Private cutomer and operational analytics

Secure data collaboration across teams and partner companies

What it is

Matrix enables secure AI collaboration across teams, branches, and external partners by analyzing shared data and training models without exposing any raw information. All processing stays encrypted inside Matrix’s protected environment.

Why it matters

Organizations often need to share insights with susidiaries, vendors, and joint ventures. But data exposure risks compliance failures and breaches. Matrix keeps data encrypted in use, enabling seamless, private collaboration without giving up control.

Use case examples

Encrpyted analytics between partners

Multi-branch data collaboration

Secure inter-company model training

Compliance automation and audit readiness

What it is

Matrix generates encrpyted audit trails for every AI action, providing verifiable compliance records without exposing sensitive data at any point.

Why it matters

Rising privacy and security demands require every process to be tracked, validated, and compliant. Matrix ensures all activity logs are encrypted in use, tamper-resistent, and verifiable, delivering compliance without operational friction.

Use case examples

Automated compliance reporting

Encrypted activity logs

Real-time policy validation

Private cutomer and operational analytics

What it is

Matrix enables encrypted analytics on customer, employee, and operational data, uncovering insights without ever exposing sensitive information to internal teams or external systems.

Why it matters

Teams gain the insights they need to optimize performance and operations, while maintaining strict privacy, regulatory compliance, and full control over sensitive internal data.

Use case examples

Encrpyted customer behavior analysis

Secure operational performancetracking

Confidential market trend modeling

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