Trust: Engineering Reliability and Compliance 

Build What Enterprises Depend On

Trust is not optional in enterprise deployment. ITT ARIV applies artificial intelligence with reliability, transparency, and full control, ensuring every decision and data flow remains observable, auditable, and governed within enterprise environments.

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Security Overview

The architectural principle behind the ITT ARIV Privacy Shield is data gravity and controlled execution. We deploy the platform and its AI agents inside your network boundary, whether that is a VPC, private cloud, or on-prem, ensuring data remains where it belongs while execution stays fully governed. 

Zero Custody Architecture: As part of our AI as a Service approach, we bring the intelligence to the data and never take custody of proprietary information.

Clean Room Execution: Tool execution happens in ephemeral containers; if something looks off, the container is terminated to prevent lateral movement. 

Sanitization Layer: All inputs and outputs pass through a layer where named entity recognition models scan for PII and PHI.

Privacy and Compliance 

We handle compliance as a mapping exercise rather than a scramble, ensuring your AI is an asset and not a ticking liability.

Stateless Inference

Your data is used only to generate an answer through AI automation and is never used to train or improve someone else’s model. 

Inference by Design

Context exists only for the duration of the request and is purged immediately after execution with no silent persistence.

Automated Evidence

Evidence collection for HIPAA, SOC2, and ISO 27001 is automatic because the system tracks exactly what happened and when.

GDPR Ready

Dedicated background agents can locate and purge vectorized data deterministically to satisfy “right to be forgotten” requirements, reflecting a responsible approach aligned with the future of artificial intelligence in enterprise environments.

Responsible AI

Responsible AI is a set of technical constraints (NFRs) enforced at the API level.

Deterministic Guardrails: We wrap probabilistic intelligence in deterministic controls to reduce hallucination impact and prevent unsafe execution.

Action Authority: Agents operate within defined authority boundaries; no agent can exceed its scope without explicit human approval.

Traceable Logic: Every extraction, classification, or recommendation generated through artificial intelligence is traceable back to source sections for audit and compliance, supported by ITT ARIV’s AI consulting services for enterprise governance and deployment.

Data Residency 

The ITT ARIV platform ensures data stays where it lives whenever possible with no bulk copying or blind ingestion.

Client Controlled Keys

We log metadata for observability, but payloads are encrypted with client-controlled keys.

Isolation

The platform can run fully isolated with on-prem LLMs, enabling custom AI solutions while ensuring there is no requirement to send documents outside the customer boundary.

Deployment Assurance

We provide a "License to Operate" in highly regulated industries by delivering a system that is secure by design. 

The Lab Foundation: Before a solution reaches you, it has been stress-tested and hardened in our internal Lab to ensure it survives worst-case scenarios.

Shift Left Evaluation: DeepEval runs LLM unit tests before release to ensure accuracy and safety, enabling reliable AI for business deployments from day one.

Continuous Monitoring: Daily regression tests ensure that upstream model changes do not quietly degrade system behavior.

Frequently Asked Questions

No. We follow a zero-custody architecture where models come to the data and no external training occurs on customer information.

Every answer generated by the artificial intelligence AI system is tied to verified source references, and when supporting evidence is unavailable, the agent is designed to return “not found” instead of producing an unsubstantiated response. 

Reliability comes from observability; we track every reasoning path and tool call, so failures are diagnosable and fixable.