Register every AI system
Maintain a living inventory of agents, copilots, models, assistants, and automated workflows.
RESPONSIBLE AI GOVERNANCE PLATFORM
Trust every AI decision.
Govern every AI system.
The executive control layer for enterprise AI.
PreFrox™ governs agents, LLMs, copilots, predictive models, and automated workflows through policy-driven oversight, risk management, compliance assurance, runtime enforcement, and human accountability.
Governance at a glance.
7
Core Trust Pillars
42
+
Controls per Trust Pack
100
%
Audit-ready evidence
2-4
h
Readiness assessment
From AI inventory to runtime governance
PreFrox registers, assesses, guardrails, enforces, and evidence of AI systems throughout their lifecycle so organizations can scale AI with clearer control and accountability.
Assess risk and compliance
Evaluate business, operational, privacy, model, third-party, and regulatory risk before production.
Enforce policy at runtime
Apply guardrails, detect violations, and route high-risk decisions for human review.
Capture evidence and accountability
Retain policy outcomes, human actions, and audit-ready evidence for reporting and oversight.
Governance that stays with AI after deployment
PreFrox is not a one-time assessment. It embeds policy-as-a-service into the AI lifecycle, so governance continues through testing, release, and live operation.
Policy Engine
Centralize policies, version control, approval workflows, templates, and custom controls.
Trust Packs
Deploy industry-focused policies, controls, evidence requirements, and assessment templates.
Seven Trust Pillars
Continuously evaluate fairness, transparency, privacy, accountability, safety, inclusiveness, and sustainability.
Runtime Guardian
Enforce policies in real time with continuous monitoring, violation detection, response controls, and escalation.
Human Review Queue
Escalate high-risk decisions, capture approvals and overrides, and preserve accountability
Audit & Evidence Vault
Maintain immutable logs, evidence collection, traceability, and executive or regulatory reporting.
A clear path from registration to runtime control
Register
Assess
Apply & Test
Gate & Enforce
Evidence & Report
One control layer for the full AI lifecycle
The preview below highlights the capabilities that connect policy, risk, guardrails, testing, human oversight, and evidence across enterprise AI.
AI System Registration
Create and maintain a living inventory of agents, copilots, models, assistants, and automation workflows.
Risk & Compliance Engine
Map AI systems to regulatory and industry requirements with continuous risk and compliance scoring.
AI Guardrails
Protect prompts, validate outputs, detect hallucinations, and control sensitive content and tool access.
Simulation & Testing
Run scenario, adversarial, red-team, bias, stress, and safety testing before release.
Governance Intelligence
Monitor risk trends, policy violations, model performance, maturity, and compliance readiness.
Release & Runtime Controls
Gate versions before release, enforce live policy, and escalate exceptions to authorized reviewers.
Mapped to the frameworks governance teams already use
PreFrox supports governance and readiness activities across widely used AI, privacy, resilience, and industry frameworks.
Built for AI environments where trust matters
PreFrox is positioned for organizations deploying AI where sensitive data, consequential decisions, and regulatory accountability require continuous oversight.
Insurance
Healthcare
Banking & Financial Services
Telecommunications
Government
Legal Services
Life Sciences
Energy & Utilities
Higher Education
Where Responsible AI becomes operational governance
PreFroX continuously evaluates AI against seven Responsible AI pillars, enterprise policies, and governance requirements - turning findings into clear actions, human review, and traceable evidence.
Seven Responsible AI Pillars
Fairness, transparency, privacy, accountability, safety, inclusiveness, and environmental sustainability.
Policy-driven decisions
Apply configured policies and controls to guide AI actions, manage exceptions, and determine when human intervention is required.
Human accountability
Route high-risk decisions to authorized reviewers and record approvals, overrides, and responsibility.
Audit-ready evidence
Capture policy results, governance events, human actions, and reporting evidence for review.
Frequently Asked Questions
PreFrox is a Responsible AI governance platform that acts as the executive control layer for agents, LLMs, copilots, predictive models, and automated workflows.
Organizations can register and govern agents, copilots, predictive models, assistants, and automated workflows across development, deployment, and live operations.
No. Governance continues from registration and testing through release gates, runtime monitoring, evidence capture, and system retirement.
Each interaction is evaluated against configured policies and Responsible AI pillars before PreFrox returns PASS, WARN, BLOCK, or ESCALATE.
Trust Packs provide pre-built policies, controls, evidence requirements, and assessment templates. Organizations can also configure custom controls, approvals, and policy versions.
High-risk decisions enter a review queue, while policy results, approvals, overrides, user actions, and traceability records are retained for accountability and reporting.
PreFrox supports governance and readiness activities for the EU AI Act, ISO 42001, NIST AI RMF, GDPR, DORA, HIPAA, and industry-specific requirements.
REST APIs and SDKs connect PreFrox with AI applications, policy and data sources, CI/CD pipelines, and observability environments without replacing existing systems.
Govern intelligence. Build trust.
PreFrox brings AI inventory, risk assessment, policy enforcement, runtime guardrails, human review, evidence capture, and executive visibility into one governance platform.