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@DynamicalSystemsGroup

Dynamical Systems Group

R&D, Engineering and Operations.

Dynamical Systems Group (DSG) is a systems integrator for high-reliability organizations, operationalizing emerging technology so it performs dependably in real operational environments. We offer professional services, rather than focus on selling products. We make the systems you already depend on work together, instead of adding yet another one to worry about.

Engineering organizations run on heterogeneous, often siloed systems: requirements management, product lifecycle management (PLM), simulation, model-based systems engineering (MBSE), and computer-aided design (CAD). We connect them through vendor-neutral spines that treat each existing system as a scoped authoritative source of truth, integrating without ripping out and replacing what already works. Many of these spines are open-source software: the carriers of open standards, proven across countless production environments. We help steward it rather than offload its risk to you, serving as a credible counterparty that validates each is the right tool for the job.

What sets our offering apart is that we put emerging technology to work inside our own organization before deploying it for clients, so what we provide prioritizes reliable operations, not flashy demonstrations.

The hardest integration problems are not only technical. When systems span organizations, the binding constraints are incentives, governance, and the human practices that hold coordination together: the institutional side of a Modular Open Systems Approach (MOSA). Our core is model-based systems engineering; where the problem demands it, we extend that core with doctoral-level economics and ethnographic field research, so inter-organizational integration is grounded in how people and institutions actually behave, in addition to matching data formats and API standardization.

Across R&D, engineering, and operations, DSG pairs engineering rigor with disciplined delivery: a clear protocol for what counts as sound, met reliably in high-stakes government, aerospace, and infrastructure programs.

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  1. koi-net koi-net Public

    Implementation of Knowledge Organization Infrastructure Network (KOI-net) protocol in Python

    Python 19 3

  2. cats cats Public

    Python 19 3

  3. rid-lib rid-lib Public

    Implementation of Reference Identifiers (RIDs) protocol in Python

    Python 3

  4. gds-core gds-core Public

    Generalized Dynamical Systems — typed compositional specifications for complex systems

    Python 7

Repositories

Showing 10 of 68 repositories
  • assurances-audits-accountability Public template

    V & V Automation w/ Accountability

    DynamicalSystemsGroup/assurances-audits-accountability's past year of commit activity
    HTML 5 0 1 0 Updated Sep 30, 2026
  • civic-claim-provenance Public

    Assurance layer for civic AI: inspectable chain of evidence for one NYC composting claim, human judgment authoritative. DSG hackathon. MVC: M=Flexo+ontology, V=dashboard, C=analysis.

    DynamicalSystemsGroup/civic-claim-provenance's past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Sep 29, 2026
  • caie-spec Public

    Ontology-Based Contextual AI Evaluation as an executable specification

    DynamicalSystemsGroup/caie-spec's past year of commit activity
    HTML 1 0 1 0 Updated Sep 28, 2026
  • DynamicalSystemsGroup/nyc-composting-dashboard's past year of commit activity
    HTML 0 0 0 0 Updated Sep 23, 2026
  • knowledgecomplex Public

    Python API abstracts OWL, SHACL and SPARQL for construction, navigation, analysis and visualization of semantically typed simplicial complex

    DynamicalSystemsGroup/knowledgecomplex's past year of commit activity
    Python 7 Apache-2.0 0 0 0 Updated Sep 19, 2026
  • cats Public
    DynamicalSystemsGroup/cats's past year of commit activity
    Python 19 MIT 3 43 1 Updated Sep 12, 2026
  • DynamicalSystemsGroup/koi-net-obsidian-manager-node's past year of commit activity
    Python 0 MIT 0 0 0 Updated Sep 1, 2026
  • DynamicalSystemsGroup/koi-net-graph-extension's past year of commit activity
    Python 0 MIT 1 0 1 Updated Sep 1, 2026
  • simujaules Public Forked from pedalhidro/simujaules
    DynamicalSystemsGroup/simujaules's past year of commit activity
    HTML 0 1 0 0 Updated Aug 28, 2026
  • civic-ai-tools Public Forked from npstorey/civic-ai-tools

    Open-source platform connecting AI assistants to government open data — MCP server, curated civic MCP directory, and anti-hallucination framework for all 559 Socrata portals

    DynamicalSystemsGroup/civic-ai-tools's past year of commit activity
    TypeScript 0 MIT 19 0 0 Updated Aug 26, 2026