Trust & Privacy

Trust Architecture for Autonomous AI

Architected for end-to-end encryption, per-family isolation, and zero-knowledge privacy — from the ground up. Because autonomous AI agents need a trust foundation that's as rigorous as the work they do.

E2E Encryption Per-Family Isolation Zero-Knowledge Goal Fiduciary-Grade

Why we're different

Most AI platforms bolt security on as an afterthought. We built the trust infrastructure first — then put autonomous agents inside. Every family gets an isolated encrypted environment, and agents operate within those boundaries. Our architecture is designed so that privacy isn't a feature — it's the foundation.

entropyFA is held to the enterprise security standards of a SOC 2 certified technology platform AND the fiduciary, compliance, and regulatory standards of a fiduciary institution.

Privacy-First

Privacy-first architecture

End-to-End Encryption Architecture

Designed so every family's data stays private — by architecture, not just policy.

Per-Family Data Isolation

Architected for end-to-end encryption from the ground up. Data is designed to be encrypted at rest and in transit, with per-family encryption keys.

Zero-Knowledge Architecture

Every family gets their own isolated environment — designed so client information is never commingled with other families' data in queries or processing.

No AI Training

Your data is never used to train AI models that serve other customers. What you share with entropyFA is used only to serve you.

No Data Monetization

We will never sell, share, or monetize your data. This is contractual, not just policy; it's in our platform agreement.

Data Portability & Deletion

Your data belongs to you. Export your data at any time in standard formats. When you leave, we certify complete deletion, not just deactivation.

Enterprise Security

Enterprise-grade security

Encryption Architecture

Designed for AES-256 encryption at rest and TLS 1.3 in transit. Per-family encryption keys ensure data isolation at the cryptographic level.

Access Controls

Role-based access control (RBAC) ensures users only see what they need. All access is logged and auditable. Multi-factor authentication is enforced for all accounts.

Infrastructure Security

Hosted on SOC 2 certified cloud infrastructure with continuous monitoring, automated threat detection, and 24/7 incident response.

View Trust Portal →

Live compliance monitoring and security documentation.

Architecture

Proprietary Dual-Engine Architecture

The precision of deterministic math. The reasoning of AI.

Generative Reasoning Engine

Large language models that:

  • Parse documents and extract context
  • Analyze communications
  • Generate explanations and recommendations
  • Create client-ready presentations

Quantitative Precision Engine

Deterministic computation for:

  • Tax-loss harvesting calculations
  • Portfolio rebalancing optimization
  • Monte Carlo simulations (<100ms)
  • Risk-adjusted return analysis

Example: A Client Requests Cash

1

Generative engine parses email, identifies cash need and timeline.

2

Quantitative engine evaluates tax lots, calculates tax impact of each sale option.

3

Generative engine compiles recommendation with reasoning and presents to advisor.

4

Complete audit trail records every step.

Agents propose. Humans approve.

Autonomous doesn't mean unsupervised. Every significant action goes through human review before execution.

Non-Discretionary Mode

Agents analyze, recommend, and prepare — but you make the final call. Every action requires explicit human approval before execution.

Transparent Reasoning

Every recommendation comes with the complete reasoning chain, data sources consulted, and confidence level. No black boxes.

Exception Flagging

Agents identify edge cases, unusual patterns, and situations that warrant human judgment — and flag them for your review.

Compliance

Fiduciary Compliance Infrastructure

Built for Regulated Firms

Fiduciary-Grade Standards

Built to meet the compliance requirements of SEC-registered investment advisors and fiduciary institutions.

Code of Ethics

Platform-enforced ethical guidelines that ensure AI agents operate within fiduciary standards.

Audit-Ready Architecture

Every decision, recommendation, and data access is logged with full reasoning trails — ready for regulatory review.

Questions about our trust architecture?

We'd love to walk you through our security infrastructure and compliance framework.

Get in Touch