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Platform Overview

Enterprise AI Governance Platform

Lens and Insight together form Veilfire's comprehensive AI governance platform—enabling organizations to deploy AI agents with confidence through real-time policy enforcement, safety evaluation, and complete audit traceability.

"Transparency of process, not of content."

Veilfire Platform Architecture - Ember, Lens, and Insight
The Challenge

Enterprise AI Governance Challenges

As AI agents become more autonomous and capable, organizations face unprecedented governance challenges.

Uncontrolled AI Actions

Agents making unauthorized API calls, accessing sensitive data, or taking harmful actions

Harmful Model Responses

LLM responses and tool calls may be unsafe or harmful, leading to harm of users or systems.

Compliance Gaps

Inability to demonstrate AI behavior aligns with regulations or compliance frameworks (EU AI Act, GDPR, SOC 2)

Audit Failures

No tamper-evident record of AI decisions for regulatory review

Safety Blind Spots

Unknown vulnerabilities in AI behavior until incidents occur

Privacy vs. Governance Trade-off

Traditional monitoring requires exposing sensitive data

The Solution

Integrated AI Governance Stack

Three products working together to provide complete AI governance from development to production.

Ember

AI Agent Framework

Production-ready AI agent framework implementing the GAME methodology (Goals, Actions, Memories, Environment). Build intelligent, autonomous agents with built-in safety guardrails.

  • GAME Architecture methodology
  • Multi-tier memory system
  • Native tool calling with security
  • Dynamic plugin system
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Lens

Real-Time AI Governance

Inline policy enforcement for AI agents—monitoring every tool call, memory operation, and agent action in real-time with privacy-preserving telemetry.

  • Policy enforcement (ALLOW → DENY → HITL)
  • Sub-millisecond latency (<2ms p95)
  • Cryptographic audit trail
  • Human-in-the-loop workflows
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Insight

AI Safety Evaluation

Comprehensive safety testing across 5 pillars—ensuring your AI systems meet safety standards before and during deployment with full evidence logging.

  • 5-pillar safety framework
  • Scenario-based testing
  • Compliance report generation
  • CI/CD integration
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How It Works

End-to-End AI Governance

1

Build with Ember

Create AI agents using the GAME methodology with built-in safety guardrails and multi-tier memory.

2

Govern with Lens

Enforce policies in real-time with privacy-preserving telemetry and cryptographic audit trails.

3

Evaluate with Insight

Test safety across 5 pillars before deployment and generate compliance reports for auditors.

Our Principles

Built on Core Values

Privacy by Design

Raw content never leaves your infrastructure

Transparency of Process

Every decision is auditable and explainable

Ethical Grounding

Policies cite international standards and regulations

Developer Experience

Drop-in integrations, not rewrites

Production Ready

Sub-millisecond latency, fail-open resilience

Ready to Govern Your AI?

Deploy AI agents with confidence through real-time policy enforcement, safety evaluation, and complete audit traceability.