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Deploy Trustworthy AI: Prevent Hallucinations and Protect Your Brand

Accuracy, safety, and compliance for your LLM apps

Safeguard Your LLM Applications With Real-Time Evaluations

Build reliable LLM applications with enterprise-grade accuracy, safety, and compliance.
Qualifire protects against hallucinations, automates content moderation, and ensures seamless policy enforcement—all without adding engineering overhead.

The Foundation for Trustworthy LLM Application

Qualifire enforces policies in real-time with microsecond precision
Real-Time Hallucination Prevention

Real-Time Hallucination Prevention

  • Instant detection of factual inaccuracies
  • Automated grounding against trusted sources
  • Context-aware validation
  • Sub-20ms latency impact
Automated Policy Enforcement

Automated Policy Enforcement

  • Automatic policy-to-rule conversion
  • Real-time compliance monitoring
  • No-code policy updates
  • Complete audit trails & version control
  • Instant rule deployment
Comprehensive Content Moderation

Comprehensive Content Moderation

  • Toxicity detection & prevention
  • Hate speech blocking
  • Bias identification
  • Inappropriate content filtering
  • Custom moderation rules
  • Brand safety protection
Custom Detection Models

Custom Detection Models

  • Use-case-specific validation
  • Self-learning capabilities
  • Automatic updates
  • No engineering required
  • Immediate deployment

Highly Accurate Detectors, Automatically Fitted to Your Business

Purpose-built protection, tailored for your specific use cases.
Qualifire  automatically creates text classifiers to enforce the rules your business cares about —without ever accessing your sensitive information. Our models consistently outperform industry benchmarks in safety, security, and hallucination detection.
Expert base models

Expert base models:

Specialized AI judges for specific criteria (hallucinations, policy breaches, etc.).
Continuous Evolution

Continuous evolution:

Using your users feedback, labelers or one of our business partners, Qualifire enables you to constantly create better evaluation models.
Control the tradeoffs

Control the tradeoffs:

Strict or permissive, faster or cheaper - our models fit perfectly.

Integrate Qualifire Effortlessly Into Your LLM Architecture

Choose your deployment path:

LLM Gateway:

Centralize LLM control, monitor outputs, and enforce rules in real-time – all without code changes.

SDK:

Integrate Qualifire’s capabilities directly into your application.

4 Simple Steps to Get Started

Connect us to your app
5 minutes

Connect us to your app:

  • Integrate - Via Qualifire gateway or our SDK
  • Our default protection rule is already on
  • Observability features available immediately
Set up your rules
1 hour

Set up your rules:

  • Define your application scope and desired behavior
  • Configure moderation rules and validation parameters
  • Upload policies (optional)
Test and tune
2-4 hour

Test and tune:

  • Sample evaluation sets from your production data
  • Refine the evaluation checks
  • Adjust thresholds
  • Set up alerting
Turn on protection
Finish

Turn on protection:

  • Zero downtime deployment
  • Immediate protection
  • Real-time monitoring

Start free and see how Qualifire prevents hallucinations and enforces policies in real time.