Changelog

2026 — MardRisk 1.1
  • Financial LLM model with live market data
  • 1000-scenario simulation engine (Monte Carlo + multi-agent)
  • MardRisk Shield — document forensics and fraud detection
  • Native-level support for Armenian, English, and Russian with zero translation artifacts
  • Real-time charts and interactive visualizations inside the chat
  • Privacy by design (zero data retention for training)

Coming soon (Roadmap highlights)

  • ✦Advanced visualizations and exportable reports
  • ✦Team and Enterprise accounts
  • ✦Public API access (programmatic simulations and Shield)
  • ✦Deeper risk models and stress testing