Industry Solutions

One AI-native engine for regulated work — agentic automation, tamper-evident audit, self-hosted so data never leaves.

By industry

Every regulated vertical needs the same three things — prove what the agent did, prove the record wasn’t altered, and prove it never left your building. Each solution below is a full landing page with a runnable recipe library.

Horizontal capabilities

Semantic Search Platform

Transform your search capabilities with semantic understanding. Users can search using natural language, find similar items, and discover related content automatically.

Features

  • Natural language query understanding
  • Multi-language support
  • Image and text search combined
  • Real-time result personalization

Technical Advantages

  • Sub-10ms query response times
  • Billion-scale vector search
  • No external embedding services
  • Automatic index optimization
AI-Powered Analytics

Run predictive analytics, generate insights, and create summaries directly in your analytical queries. No need for separate ML pipelines.

Features

  • Predictive forecasting in SQL
  • Automated insight generation
  • Natural language report creation
  • Real-time trend detection

Technical Advantages

  • 80% faster time to insights
  • Democratized AI for analysts
  • Reduced data science backlog
  • Self-service analytics
Real-Time Personalization Engine

Deliver personalized content, products, and experiences to millions of users simultaneously with native AI operations.

Features

  • User embedding generation
  • Real-time preference learning
  • Content recommendation
  • Dynamic pricing optimization

Technical Advantages

  • Millions of predictions per second
  • Sub-millisecond personalization
  • Continuous learning
  • A/B testing built-in
Fraud & Risk Management

Detect fraudulent activities, assess risks, and make decisions in milliseconds with embedded AI models.

Features

  • Transaction fraud detection
  • Account takeover prevention
  • Credit risk assessment
  • Compliance monitoring

Technical Advantages

  • 10-50x faster than API-based solutions
  • Explainable AI decisions
  • Continuous model updates
  • Zero data movement