Future

Safety and Reliability Analysis

We are also working toward integrated system safety analysis tools:

• STPA (System-Theoretic Process Analysis)
• FMEA (Failure Modes and Effects Analysis)
• Automated hazard identification
• Traceability from hazards to system architecture

These capabilities will expand SysModeler from modeling tool to engineering analysis platform.

2026—Present

SysML v2

We are building full support for SysML v2, including:

• AI-generated SysML v2 models
• SysML V2 textual and graphical notation support

Agentic Workflow

• Requirement extraction from documents, text prompts, and images
• Generating & editing models using an AI Agent
• AI Agent capable of answering questions related to:
  • Current model
  • SysML v1 & v2
  • MBSE concepts

Reworked Intuitive Manual Modeling

• Easy navigation with minimap and keyboard shortcuts
• Updated drag and drop editing for SysML v1 models
• Updated color schemes for better accessibility
• Ability to search nodes
• Fluid multi-directional scrolling for a smoother canvas experience
• Smart alignment tools for precise node positioning
• Cursor-focused zooming for targeted detail inspection

2025 — Formation and Rapid Expansion

Collaboration & Team Productivity

We are expanding team productivity features, including:

• Real-time multi-user collaboration
• Shared project spaces
• Commenting, versioning, and structured reviews
• Multi-agent assistance for large system models

Next-Generation AI Modeling

• Improved SysML v1 modeling accuracy
• Stronger reasoning engines for large systems
• System validation support
• Better round-trip engineering between diagrams, text, and code

AI Feature Expansion and Full Multimodal Generation

A major milestone that transformed SysModeler into a truly AI-driven modeling platform.

AI Capabilities

• Natural Language to SysML conversion
• Multimodal AI that generates all 9 SysML diagrams from:
  • Voice input
  • Written system descriptions
  • Source code
• Integrated AI chatbot for intelligent guidance

Diagram Editor & UI

• Modern diagram editing canvas
• Advanced drag-and-drop functionality
• Dedicated shape library for all 9 SysML diagram types
• Specialized connectors per diagram type
• Essential editing actions (copy, paste, delete)
• Shape resizing, zooming, panning, zoom reset
• Direct canvas editing for shapes and connectors

Frontend Enhancements

• Upload PDF files to auto-generate diagrams
• Intuitive interface for system description and diagram selection

This release aligned SysModeler with state-of-the-art AI-native MBSE capabilities.

Natural Language & Audio-Based SysML Generation

This update dramatically expanded modeling accessibility.

Key additions:

• SysML v1 diagram generation from natural language
• Audio-to-SysML modeling
• Quick-access Dashboard for recent projects
• Support for:
  • Block Definition
  • Activity
  • State Machine
  • Requirement
  • Parametric diagrams

This marked the first major step toward multimodal modeling.

SysModeler, Inc. Spin-off

SysModeler, Inc. was officially spun off from RoboFication LLC to focus exclusively on next-generation AI-native MBSE tooling.

• RoboSysML was renamed SysModeler
• New core engineering and research teams were formed
• Platform vision expanded beyond code-based generation

2024 — Origins

RoboSysML (by RoboFication LLC)

The first internal prototype, RoboSysML, was created by RoboFication LLC

Key capabilities included:

• Generating SysML v1 diagrams from source code
• Supported basic diagram creation
• No diagram editing or modification options

This foundational prototype later evolved into the SysModeler platform.