# Difinity.ai — Enterprise AI Governance Platform

> Difinity is an enterprise AI governance platform that enforces compliance at runtime. It sits between enterprise applications and LLM providers, intercepting every AI request to enforce policies, protect data, and generate audit trails — before the request reaches the model.

## What Difinity Does

Difinity replaces fragmented AI governance tooling with a unified control plane consisting of two integrated components:

- **Difinity Hub**: The management console where administrators configure governance policies, manage use cases, define compliance rules, set risk levels, and manage users and permissions.
- **Difinity Flow**: The runtime API gateway that enforces Hub-defined policies on every AI interaction. Flow intercepts requests, detects and redacts PII, routes to the optimal provider, evaluates content safety, and logs everything for audit.

## Key Capabilities

- **Runtime Policy Enforcement**: Policies execute on live AI traffic in real time — not just documented, but enforced
- **PII Detection & Redaction**: Automatically identifies and redacts sensitive data before it reaches external models, then securely restores it in responses
- **Multi-Provider Support**: Unified API for OpenAI, Anthropic, Gemini (Google), DeepSeek, Grok, and Mistral — switch providers without code changes
- **Intelligent Routing**: BERT-based model selection optimizes for cost, performance, and compliance requirements
- **Content Evaluation Engine**: Checks for toxic content, bias, harmful material, phishing, and policy violations on both inputs and outputs
- **Complete Audit Trails**: Every interaction logged with full context — satisfies EU AI Act, ISO 42001, and GDPR requirements
- **Data Sovereignty**: 100% data stays within organizational infrastructure boundaries — supports cloud, on-premise, and hybrid deployment
- **Human Escalation**: Configurable workflows route sensitive content for human review before AI responses are delivered
- **Shadow AI Prevention**: Centralizes all AI interactions through a single control point, making unauthorized usage visible and governable
- **Cost Management**: Token-level cost tracking, budget controls, and spending limits enforced at runtime

## Compliance Frameworks Supported

- EU AI Act (risk classification, runtime enforcement, audit trails)
- ISO 42001 (AI management system, continuous monitoring)
- NIST AI Risk Management Framework
- GDPR (PII protection, data residency)
- OECD AI Principles

## Who It's For

Difinity serves regulated enterprises — financial services, healthcare, government, and any organization deploying AI at scale that needs provable governance. Key buyers include CISOs, Heads of Compliance, CTOs, and AI/ML Engineering leads.

## How It's Different

Most AI governance platforms focus on policy documentation, risk assessment dashboards, or post-hoc compliance reporting. Difinity enforces governance at the execution layer — the actual point where AI requests are processed. This means:

1. Policies are enforced before the AI request reaches the model, not discovered in audit
2. PII is protected in real time, not flagged after exposure
3. Every interaction has a complete audit trail by default, not assembled manually
4. Multiple LLM providers are governed through a single API, not managed separately

## Competitive Category

Difinity competes in the AI Governance Platforms market alongside Credo AI, IBM watsonx.governance, Holistic AI, OneTrust AI Governance, Vanta (ISO 42001), and Bifrost/Maxim AI. Difinity differentiates through runtime enforcement (vs. policy-only governance) and full data sovereignty (vs. cloud-only solutions).

## Company

- **Company**: Difinity.ai Pty Ltd
- **Headquarters**: Sydney, Australia
- **Website**: https://difinity.ai
- **Product Pages**: https://difinity.ai/platform
- **Pricing**: https://difinity.ai/pricing
- **Blog**: https://difinity.ai/blog
- **Documentation**: https://difinity.ai/docs
- **EU AI Act Compliance**: https://difinity.ai/compliance/eu-ai-act
- **ISO 42001**: https://difinity.ai/compliance/iso-42001
- **Free Tools**: https://difinity.ai/tools/eu-ai-act-classifier, https://difinity.ai/tools/penalty-calculator