AI-powered systems-of-systems mapping and analysis. Scope complex systems, research their interconnections, parameterise and optimise, run deep analysis, and generate reports — with enterprise integrations and live research updates.
Five operations. One continuous pipeline.
SOSX transforms AI coding agents into expert systems thinkers with structured workflows that capture systems thinking best practices, research methodology, and network visualisation standards.
Scope
Define the system-of-systems mission, boundaries, depth, and research roadmap. AI agents help identify what to map and how deep to go.
Research
Specialised agents execute research tasks — discovering systems, mapping connections, validating findings against multiple sources with full citations.
Parameterise
Quantify the network. Discover optimisable parameters, define objectives, set bounds, handle unit conversions, and prepare for mathematical optimisation.
Analyse
Run what-if scenarios, SWOT analysis, risk registers, trade-off analysis, gap analysis, and Bayesian/Monte Carlo optimisation across the network.
Report
Generate professional reports, compliance documents, and data exports. Output to PDF, DOCX, XLSX with native charts, CSV, SVG, PNG, and SysML v2.
Bi-directional enterprise integrations.
Import from and export to the tools your organisation already uses. SOSX provides comprehensive interoperability with 9 systems engineering and modelling platforms — with shared intermediate representations for lossless round-trip fidelity.
All integrations support import, export, and live API synchronisation. Shared IRs mean parser improvements benefit all tools simultaneously. A Node Builder wizard enriches imported nodes with LLM-driven research automatically after import.
Bi-directional
Import, export, and live API sync with Teamwork Cloud, Rhapsody Model Manager, EA Cloud Services, Team for Capella, Constellation, and MATLAB Engine API.
Shared IRs
Cameo, Rhapsody, Sparx EA, and Modelio share the same SysML v1.6 intermediate representation. Capella, Simulink, and ArchiMate each have dedicated IRs.
Lossless Round-Trip
Opaque passthrough stores preserve all tool-specific data through import/export cycles. SysML v2 supports a custom SOSX profile for complete fidelity.
Import Enrichment
After importing from any tool, the Node Builder automatically prompts to enrich imported nodes with LLM-driven research, similarity detection, and edge analysis.
Live research updates and incoming data APIs.
Networks are not static. SOSX keeps your system maps current with scheduled research agents that monitor sources for material changes, and a web API that accepts incoming data from external systems.
"Scheduled research monitors your network's sources on configurable intervals, detects meaningful changes using semantic similarity and LLM evaluation, and notifies you when updates may be needed. All actions require human approval."
Automated Source Monitoring
Sources grouped by frequency (hourly, daily, weekly, monthly). LLM-powered semantic change detection evaluates whether changes materially impact your network. Email notifications with action lists and 24-hour human-in-the-loop approval windows.
Multi-Source Data Ingestion
Monitor web pages, API endpoints, RSS/Atom feeds, and web search queries. Each source is tracked in a configurable source index with last-checked timestamps, frequency settings, and enable/disable controls.
FastAPI with 26 Endpoints
RESTful API with routers for audit trails, command execution via WebSocket, real-time monitoring, and IP governance. Launch any of the 23 CLI commands from the browser with real-time conversational interfaces.
Full Audit Trail
Every scheduled research action is logged to the unified audit database with reasoning chains, confidence scores, and provenance. Complete run reconstruction for AI governance compliance (NIST AI RMF, ISO 42001, EU AI Act).
Deep analysis operations.
Once your network is mapped and parameterised, SOSX provides a comprehensive analysis suite — each with dedicated panels, history tracking, export capabilities, and inline chart generation.
What-If Analysis
Explore hypothetical changes to the network with automatic cascade impact analysis. Conversational scenario exploration with document viewer, batch scenarios, and detailed reporting.
SWOT Analysis
Scored SWOT dimensions with radar charts, cross-session comparison, document enrichment via LLM, and history tracking. Export as XLSX with native charts or PDF.
Risk Register
Risk identification, assessment, and mitigation planning. Colour-coded XLSX export, contextual charts, severity mapping to intervention playbooks, and full history.
Trade-Off Analysis
Multi-objective trade-off analysis with Pareto optimisation, multi-scenario radar overlay, and distinction between dominated and non-dominated solutions.
Network Optimisation
Bayesian optimisation, sensitivity analysis, and Monte Carlo simulation. Three feedback loop modelling modes. Pareto frontier visualisation with knee-point selection.
Gap Analysis
Comprehensive or targeted gap analysis across any network. Filterable by domain, level, type, or custom hints. Identifies missing connections, undocumented systems, and coverage gaps.
Interactive network visualiser and report generation.
A React Flow canvas for exploring, editing, and presenting your system maps — paired with a professional reporting suite that generates governance-ready documents.
Network Visualiser
7 node types (System, Subsystem, Component, External, Actor, Resource, Process) and 5 edge types (Material, Information, Financial, Influence, Temporal)
Collapsible hierarchy with ID-based grouping, feedback loop highlighting (reinforcing/balancing), and search/filter
Node Builder wizard with 7 modes: single add, batch add, batch update, update, delete, edge edit, and hierarchy re-ordering
Clone & Sync — fork any system map for experimentation, then selectively sync changes back via visual diff/merge
Product Explorer with 6-phase guided product exploration, auto-report generation, and Node Builder integration
Export & Reporting
Export as PNG, SVG, JSON, DOCX, PDF, XLSX (with native Excel charts), CSV, and SysML v2 (.sysml, JSON, XMI)
Recharts-based interactive charts inline in documents with hover-to-export (PNG, XLSX). LLM-powered "Add Charts" enrichment
14 governance document types: Threat Model, RACI Matrix, Alert Playbook, Data Lineage, Human Oversight Audit, ISO checklists (27001, 9001, 42001), Risk Assessment, and more
Professional optimisation reports with executive summary, methodology, parameter analysis, Pareto frontier, and recommendations
Unified audit database for complete compliance trail — all reasoning steps, user inputs, and parameter changes logged
Multi-framework AI governance and compliance.
SOSX includes comprehensive compliance aligned to UK, ISO, EU, and international standards — with automated document generation, real-time monitoring, and human oversight auditing.
UK
DSIT 5 Cross-Sector Principles, NCSC Secure AI Guidelines, DSIT AI Cyber Security Code of Practice, UK GDPR / DPA 2018, ICO AI Toolkit
ISO
ISO/IEC 42001 (AI Management), ISO/IEC 23894 (AI Risk), ISO/IEC 27001 (Information Security), ISO/IEC 27090 (AI Cybersecurity), ISO 9001
EU
EU AI Act (Regulation 2024/1689) Articles 9-15 high-risk requirements, with per-article compliance assessment and code evidence
International
IMDA MGF for Agentic AI v1.0, OWASP Top 10 for Agentic Applications, NIST AI RMF, CSA Singapore, GovTech ARC, OAuth/IETF RFCs
Map any domain with interconnected systems.
SOSX is domain-agnostic. Any sector with complex, interconnected systems — from healthcare to energy to financial services — can be mapped, analysed, and optimised.
Healthcare
Map healthcare data ecosystems, clinical pathways, and regulatory interdependencies. Identify bottlenecks, model intervention impacts, and generate compliance documentation.
Energy & Utilities
Model energy grids, generation-to-distribution chains, and transition pathways. Run what-if scenarios on infrastructure changes and optimise capacity allocation.
Supply Chain
Map multi-tier supply chains with material, information, and financial flows. Identify single points of failure, model disruption scenarios, and optimise logistics networks.
Financial Systems
Model regulatory landscapes, cross-border transaction flows, and systemic risk propagation. Generate risk registers and trade-off analyses for strategic decision-making.
Government & Policy
Map policy networks, governance structures, and stakeholder dependencies. Generate RACI matrices, governance compliance documents, and impact assessments for policy changes.
Technology Ecosystems
Map technology stacks, integration architectures, and vendor dependencies. Identify coupling risks, model migration scenarios, and plan system evolution with confidence.
Frequently Asked Questions
A system-of-systems is a collection of independent systems that interact to produce emergent behaviours not achievable by any single system alone — think healthcare ecosystems, energy grids, or supply chains. Mapping these reveals hidden dependencies, feedback loops, and leverage points that traditional analysis misses. SOSX uses AI agents to systematically discover, research, and model these interconnections.
SOSX includes 13+ built-in agents across four categories: workflow agents (system planner, network planner, spec writer, task creator, researcher, verifier), research agents (system identifier, connection mapper, deep analyst, what-if analyst), optimisation agents (network optimiser), and product design agents (product explorer). You can also create custom agents tailored to your domain using the Agent Creator command.
SOSX treats your mapped network as a closed-box system and uses mathematical optimisation to find optimal parameter configurations. It supports Bayesian optimisation (finding optimal parameters via Gaussian processes), sensitivity analysis (ranking parameters by influence), and Monte Carlo simulation (uncertainty quantification). Three feedback loop modelling modes handle the propagation of changes through the network. Outputs include before/after network snapshots, Pareto frontiers, and professional reports.
Sources are configured in a source index with URLs, API endpoints, RSS feeds, or web searches, each with a check frequency. Scheduled agents fetch current content, compare it to archived versions using LLM-powered semantic similarity, and evaluate whether changes materially impact the network. If changes are found, you receive an email notification with an action list. You approve or reject each action — no automated changes are made without human approval. The entire process is logged to the audit database for governance compliance.
SOSX supports bi-directional interoperability with 9 tools: SysML v2, Cameo Systems Modeler, IBM Rhapsody, Sparx Enterprise Architect, Eclipse Capella, Modelio, MATLAB/Simulink, ArchiMate/Archi, and draw.io (import only). Most support live API synchronisation — push, pull, and sync operations against team collaboration servers. Shared intermediate representations mean models flow freely between compatible tools.
SOSX aligns to UK (DSIT 5 Principles, NCSC, DSIT Cyber Code, GDPR), ISO (42001, 23894, 27001, 27090, 9001), EU (AI Act Articles 9-15), and international standards (IMDA MGF v1.0, OWASP Top 10 for Agentic AI, NIST AI RMF, CSA Singapore, OAuth/IETF RFCs). It generates 14 compliance document types with a single command, including threat models, RACI matrices, ISO checklists, risk assessments, and OWASP control mappings.
Map, analyse, and optimise your systems-of-systems.
Get in touch to discuss how SOSX can help your organisation understand and manage complex interconnected systems.
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