← Back to Research Radar
Scientific Literature Scientific Literature

Engineering Systems with Standards and Digital Models: Specifying Stakeholder Needs and Capabilities—MGOS

Kevin MacG. Adams, Irfan Ibrahim, Steven Krahn
April 23, 2026
Published Date

Research Abstract & Technology Focus

This paper proposes a formal method and associated techniques for completing the ISO/IEC/IEEE Standard 15288 technical process 6.4.2—Stakeholder Needs and Requirements definition within the 15288-SysML Grid framework. The paper is a companion work to Engineering Systems with Standards and Digital Models: Development of a 15288-SysML Grid, which describes an engineering design method that supports the tenets of the Industry 4.0 paradigm. The formal method presented here is grounded using established constructs from systems science; specifically, the systems principles of hierarchy, emergence, requisite parsimony, minimum critical specification, and requisite saliency. The application of accepted principles ensures that stakeholders are able to objectively specify measurable criteria that can satisfy stakeholder needs and capabilities. The method uses: (1) international standards for systems (e.g., ISO/IEC/IEEE 15288); (2) adopts the four fundamental aspects of system design supported by model-based systems engineering (MBSE); (3) invokes the international standard for the systems modeling language (SysML); and (4) adopts a hierarchical requirements tree that specifies Mission, Goals, Objectives, and Sub-objectives (MGOS) to provide the stakeholder-analysis process a means for articulating system-level engineering requirements. Utilization of the MGOS framework is intended to have a positive impact on the system design process by ensuring reproducibility, replicability, transparency, and generalization.
Read Full Literature

Correlated Market Trend: Computer Science

Bridging academia to market: The 60-day public search velocity mapping directly to the core technology of this paper. Dashed line represents 7-day moving average.

AI Semantic Synergy Context

Connecting this academic literature to real-world market discussions and products.

github.com › repository issue
0%

ADR-005: Multi-Model, Multi-Provider, and Tool Strategy

# ADR-005: Multi-Model, Multi-Provider, and Tool Strategy **Status:** Draft **Date:** 2026-03-27 **Deciders:** Jeremy McSpadden **Related:** ADR-004 (capability-aware model routing), ADR-003 (pipe...

github.com › AI insight
0%

ADR-005: Multi-Model, Multi-Provider, and Tool Strategy

ADR-005 outlines a critical architectural evolution for GSD2, moving beyond capability-aware routing to address fundamental multi-model, multi-provider, and tool compatibility challenges. The curre...

github.com › issue comment
0%

ADR-005: Multi-Model, Multi-Provider, and Tool Strategy

Hi! I'd like to work on this. My understanding is that the current model routing system (ADR-004) scores models based on capabilities but assumes universal tool compatibility, which leads to silent...

github.com › issue comment
0%

ADR-005: Multi-Model, Multi-Provider, and Tool Strategy

## Commit: `8dc83440` — Close capability validation gaps across all dispatch paths **Branch:** `feat/provider-capability-registry` ### What was done 1. **Expanded `getRequiredToolNames()`** — fr...

github.com › repository
0%

gsd-build/gsd-2

A powerful meta-prompting, context engineering and spec-driven development system that enables agents to work for long periods of time autonomously without losing track of the big picture

Frequently Asked Questions (FAQ)

Curated market intelligence mapped to this research.

What is the core focus of the research titled 'Engineering Systems with Standards and Digital Models: Specifying Stakeholder Needs and Capabilities—MGOS'?

This literature focuses on: This paper proposes a formal method and associated techniques for completing the ISO/IEC/IEEE Standard 15288 technical process 6.4.2—Stakeholder Needs and Requirements definition within the 15288-SysML Grid framework. The paper is a companion work...

Are there commercial applications of 'Engineering Systems with Standards and Digital Models: Specifying Stakeholder Needs and Capabilities—MGOS' in GitHub?

Yes, highly correlated activity was mapped. An entry titled 'ADR-005: Multi-Model, Multi-Provider, and Tool Strategy' discusses this: # ADR-005: Multi-Model, Multi-Provider, and Tool Strategy **Status:** Draft **Date:** 2026-03-27 **Deciders:** Jeremy McSpadden **Related:** ADR-0...

Cite this Market Intelligence Report

Reference our AI-mapped synergy between this research and the commercial market to instantly build authority.