AI Governance Platform

One Platform Replaces Five. Govern Every AI Request in Real Time.

Difinity.ai is the unified governance layer between your applications and every AI provider. A single API endpoint covers OpenAI, Anthropic, Google, DeepSeek, and Grok — with real-time PII detection, policy enforcement, model routing, and continuous compliance evidence built in. No code changes. Deploy in under 14 days.

See the Problem
10 Capabilities·3 Deployment Modes·< 14 Day Deploy

How Every AI Request Is Governed

Difinity acts as a transparent enforcement gateway. Your applications send AI requests to a single Difinity endpoint. Before the request reaches any LLM provider, it passes through a pipeline of governance controls — PII scanning, policy evaluation, routing logic, and audit logging — all in under 200 milliseconds.

The result is complete governance on every interaction, with no changes required in your application layer and no disruption to existing provider relationships.

Your Applications
Web App
API Service
Internal Tool
Automation
Single API Endpoint
Difinity Governance Layer
PII Scanner
Policy Engine
Router
Audit Logger
Governed Requests Only
AI Providers
OpenAI
Anthropic
Google
DeepSeek
Grok

Ten Capabilities. Three Pillars. One Platform.

Every AI governance requirement maps to a Difinity capability. The platform is structured around three pillars — Protect, Govern, and Prove — each addressing a distinct layer of enterprise AI risk.

Protect
01

Unified AI Gateway

A single API endpoint that routes requests to OpenAI, Anthropic, Google, DeepSeek, and Grok. Load-balance across providers, failover automatically on errors, and enforce governance on every call — without changing your application code.

  • One endpoint replaces five separate provider integrations
  • Automatic failover keeps AI services available if a provider goes down
  • Load-balance across regions and models to optimise cost and latency
  • Regional data residency enforced at the routing layer
Live Platform Output
POST /v1/chat → routed to gpt-4o | latency: 142ms | region: eu-west-1
02

PII Detection & Redaction

Real-time entity detection across 50+ PII types — names, addresses, financial identifiers, health data, and more. Sensitive data is redacted before it ever reaches an LLM, with reversible tokenisation for downstream use.

  • Detects 50+ PII entity types including SSNs, DOBs, IBANs, and NHS numbers
  • Redaction happens in-transit: data never reaches the third-party model in plain text
  • Reversible tokenisation preserves response coherence while protecting identities
  • Configurable per use case — stricter rules for healthcare, finance, and HR workflows
Live Platform Output
3 entities detected | SSN, DOB, Name | Action: Redacted before transit
03

Content Safety Filtering

Block toxic, harmful, and biased AI outputs before they reach end users. Content safety filters run on every response, scored by category and confidence, with configurable thresholds per deployment.

  • Classifies outputs across toxicity, bias, violence, and adult content categories
  • Confidence-scored filtering with configurable block/warn/log thresholds
  • Protects against both input prompt abuse and unsafe model outputs
  • Audit logs capture every filtered response for compliance review
Live Platform Output
Response filtered | Category: bias_detected | Confidence: 0.94 | Action: blocked
04

Prompt Injection Defence

Detect and neutralise prompt injection attacks in real time. Difinity analyses every incoming prompt for instruction overrides, jailbreak attempts, and indirect injection vectors before they reach the model.

  • Identifies instruction_override, jailbreak, and indirect injection patterns
  • Scored confidence model distinguishes genuine attacks from false positives
  • Rejected prompts are logged with full payload for security review
  • Works across all connected LLM providers without model-specific tuning
Live Platform Output
Injection attempt detected | Type: instruction_override | Action: rejected
Govern
05

Policy Engine

Define and enforce governance policies per use case, team, or model — with no code required. Policies are written in plain language, versioned, and applied at runtime across every AI interaction in your organisation.

  • No-code policy builder with rule templates for common compliance scenarios
  • Per-use-case policies: different rules for customer service vs. internal tooling
  • Human-in-the-loop approval before any policy change takes effect in production
  • Policy versioning and rollback for full governance traceability
06

Model Access Controls

Role-based access control over which models, capabilities, and use cases each team or user can reach. Prevent shadow AI by enforcing approved model lists and blocking unauthorised provider calls at the gateway layer.

  • Role-based permissions for models, providers, and use cases
  • Block unapproved models or providers at the API gateway level
  • Team-level quotas and rate limits to control AI spend by department
  • Access control audit trail for SOC 2 and ISO 42001 evidence packages
07

AI Model Routing & Optimisation

Route every AI request to the optimal model based on cost, latency, risk level, and compliance requirements. Automatically select cheaper models for simple tasks while routing sensitive workloads to approved providers.

  • Cost-optimised routing selects the cheapest capable model per request type
  • Latency-aware routing for real-time user-facing applications
  • Compliance-aware routing keeps regulated data within approved providers
  • Real-time cost savings tracked in the governance dashboard
Live Platform Output
Request routed | Policy: cost_optimized | Selected: claude-3-haiku | Saved: 73%
Prove
08

Complete Audit Trail

Every AI interaction is logged with full request and response payloads, policy decisions, PII actions, content safety outcomes, and model metadata. Immutable, tamper-evident, and queryable on demand.

  • Full request/response logging including model, latency, and token counts
  • Policy decision logs: which rules fired, outcomes, and reasons
  • PII action logs: entity types detected, redaction method, and timestamps
  • Tamper-evident log storage with cryptographic chaining for audit integrity
09

Compliance Dashboard

Real-time compliance scoring across EU AI Act, ISO 42001, and your own internal policies. A single percentage shows your organisation-wide posture, with per-use-case breakdowns and prioritised remediation actions.

  • Organisation-wide compliance score updated in real time as interactions occur
  • Per-use-case compliance cards showing individual risk and requirement status
  • Compliance matrix mapping every control to every active use case
  • Prioritised action list with direct links to remediation configuration
10

Compliance Reports

One-click evidence packages for auditors and regulators. Generate complete EU AI Act conformity documentation, ISO 42001 audit packs, and custom reports from live platform data — no manual assembly required.

  • Pre-built report templates for EU AI Act and ISO 42001 requirements
  • Custom date-range evidence exports for specific audit windows
  • Automatically includes policy decisions, PII logs, and model access records
  • PDF and machine-readable formats accepted by leading certification bodies

Replace Five Tools with One Platform

Most enterprise AI stacks have grown organically — a gateway here, a compliance tool there, a monitoring layer added after an incident. The result is fragmented coverage, duplicate costs, and governance gaps between tools. Difinity replaces all of it with a single governed layer.

Before Difinity
  • 5+ separate tools for gateway, monitoring, compliance, and security
  • Manual policy enforcement via spreadsheets and quarterly reviews
  • No visibility into shadow AI usage across teams
  • PII flowing to third-party LLMs without detection
  • Compliance evidence assembled manually before each audit
  • Months-long procurement and integration cycles
With Difinity
  • One platform replacing gateway, governance, security, and compliance
  • Automated policy enforcement on every AI request in real time
  • Complete visibility into every AI interaction across the organisation
  • PII detected and redacted before it leaves your infrastructure
  • Continuous compliance evidence generated automatically
  • Deploy in under 14 days with zero application code changes

Three Ways to Start Governing AI

Whether you need maximum governance from day one or a non-disruptive entry point, Difinity has a deployment mode that fits. All three modes provide full audit trail, PII detection, and policy enforcement — they differ only in how requests are routed.

01

Full Routing

Route all AI requests through Difinity. Every interaction is governed, PII-protected, and logged in real time. Unified API for OpenAI, Anthropic, Google Gemini, DeepSeek, and Grok. Maximum visibility, maximum protection.

Best for:Maximum governance and cost optimisation
02

Verify-Only

Keep your existing AI routing but pass requests through Difinity for compliance checks and audit trail generation. Full governance visibility without modifying your AI pipeline or changing provider connections.

Best for:Audit trails without pipeline changes
03

DNS-Level Redirect

Zero code changes required. Swap a single DNS entry and all AI traffic flows through Difinity's enforcement layer automatically. The fastest path from uncontrolled AI to fully governed AI.

Best for:Fastest path to governed AI
< 14 Day Deployment·Zero Application Code Changes·AES-256 / TLS 1.3·Regional Data Residency

Built for the Industries That Need AI Governance Most

AI governance requirements are not generic. Financial services, healthcare, government, and enterprise technology each carry distinct regulatory obligations, risk profiles, and data sensitivity requirements. Difinity was designed by practitioners from these industries — for the compliance challenges they face.

Financial Services

Banks, insurers, and investment managers face AI governance obligations under EU AI Act Annex III, MiFID II, and DORA. Difinity enforces model risk controls, detects customer PII in AI workflows, and generates the audit evidence regulators demand.

Healthcare

Clinical AI tools processing patient data carry the highest EU AI Act risk classification. Difinity enforces consent-aware routing, detects health PII before it reaches third-party LLMs, and maintains the documentation required for CE marking and MDR compliance.

Government

Public sector organisations using AI in decisions affecting citizens must demonstrate transparency, human oversight, and non-discrimination. Difinity provides the governance layer, audit trail, and policy enforcement framework that public accountability requires.

Enterprise Technology

Technology companies embedding AI into products and platforms need scalable governance that does not slow development. Difinity integrates at the API layer, applies governance without code changes, and scales from pilot to production without operational overhead.

Platform Questions

Difinity sits between your applications and your AI providers as a transparent proxy gateway. You update one API endpoint — your applications continue calling the same models with the same SDKs. Three integration modes cover every scenario: full routing for maximum governance, verify-only for compliance checks without pipeline changes, and DNS-level redirect for zero-code-change deployment.

Difinity supports OpenAI, Anthropic (Claude), Google (Gemini), DeepSeek, and Grok through a single unified API. Additional provider support is added continuously. The unified endpoint means you can switch providers, load-balance, or failover without changing your application code.

Difinity runs a dedicated entity recognition pipeline on every request and response payload in transit. It detects 50+ PII entity types — including names, email addresses, phone numbers, SSNs, IBANs, DOBs, and health identifiers — and redacts them before data leaves your infrastructure. Reversible tokenisation preserves the coherence of model responses while ensuring no sensitive data reaches third-party LLM providers in plain text.

Yes. Difinity supports cloud-hosted (SaaS), private cloud (VPC deployment), and on-premise installation. On-premise deployment is available for organisations with strict data residency requirements or regulatory mandates preventing the use of third-party hosted infrastructure. Contact us to discuss your deployment architecture.

Most organisations complete deployment in under 14 days from contract signature. The DNS-level redirect mode can be live in hours. Full routing deployment with policy configuration, PII rules, and compliance dashboard setup typically takes 5–10 business days. Difinity does not require application code changes — your developers do not need to be involved.

See the Platform. Govern Your AI.

Most organisations discover their AI governance gap after an incident, a failed audit, or a regulatory inquiry. Difinity customers find it before. Request early access and see how the platform maps to your current AI stack in a single session.

Financial services, healthcare, government, and technology sectors. Current early access cohort: limited to 15 organisations.