Privacy-First Execution Layer

Use Public AI Without Exposing Sensitive Data

A privacy-first AI execution layer enabling fintech and regulated organizations to safely use public-domain LLMs.

Zero PII by design Anonymous auth only Audit-first architecture
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Built for Regulators

  • Zero data retention by design
  • Anonymous authentication flow
  • Cryptographic controls at every boundary
  • Audit-ready architecture and evidence
The Vault secure storage visual

Public AI Is Powerful. Regulated Data Makes It Dangerous.

Trust-based AI usage fails under regulatory scrutiny. The Vault isolates context, removes identity, and enforces encryption at every boundary.

The Vault: Privacy-First Execution Layer

Engineered to let teams use public LLMs without exposing identities or regulated data. No accounts. No contact details. No retention.

Anonymous Access

No user accounts. No emails or phone numbers. Authentication uses cryptographically secure random codes.

One-Way Identity

SHA-256 hashing enforces one-way identity binding without storing identity data.

Encryption Boundaries

Strong symmetric encryption protects payloads in transit and at rest.

Zero Retention

Data expires automatically. Logs store only operational metadata.

vault.session = secureRandom(32) vault.identity = sha256(session + deviceSalt) payload = encryptAES256(request) send(payload) // zero retention

Technical and Academic Validation

Independent evidence, production deployments, and peer-reviewed research. Read more on the dedicated research page.

Privacy-First Healthcare Coordination

Anonymous Authentication Patterns in Digital Health.

Eliminates PII entirely. Validated in production. Under discussion with NHS Digital. GDPR and HIPAA compliance by design.

View Research

TrueSkills: AI-Resistant Assessment

Proof of context-isolated, misuse-resistant AI system design.

SSRN Paper Research Index

Case Studies

Evidence-based deployments across healthcare, GovTech, and commercial AI platforms. Full details on the case studies page.

LoveuAD

NHS Innovation Hub ecosystem. Hospital automation. Privacy-first coordination.

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HomeRule

UK regulatory intelligence. Compliance-aware AI. Real users.

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FindingUrWay

Commercial AI platform. Monetisation and scale proof.

Visit FindingUrWay
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FindingUrWay
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Why Fintech Teams Trust The Vault

No PII ingestion across prompts, storage, or telemetry.
No training leakage. Vault output is transient and uncorrelated.
Audit-friendly controls with explicit cryptographic boundaries.
Public LLM compatible without special vendor constraints.
No vendor lock-in. Deploy on approved infrastructure.
Designed by a system architect with regulated-industry delivery.

Custom Deployment. Enterprise Terms.

No public pricing. Engagements include architecture design, deployment, and advisory aligned to regulatory constraints.

Discuss a Custom Deployment

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Provide a high-level brief for a tailored security and deployment assessment. No personal data required.

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