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