Tagged articles

value narrative

3 articles · Page 1 of 1

Aug 22, 2026 · R&D Management

From Vague Requirements to Verifiable Business Scenarios: A 7-Step Ontology Research Method

This article outlines a seven-step business research methodology for ontology modeling, transforming vague requirements into clear, verifiable business scenarios by distinguishing facts, rules, judgments, and hypotheses, evaluating candidate opportunities, defining value narratives and boundaries, and producing a scenario definition card as a modeling input.

Data Governancebusiness researchknowledge engineering

0 likes · 29 min read

From Vague Requirements to Verifiable Business Scenarios: A 7-Step Ontology Research Method

Data Bricklaying Diary

Jul 27, 2026 · R&D Management

Defining the First AI Pilot: From Value Narrative to Minimum Value Loop

The article argues that the first AI pilot should start with a value narrative defining role, scenario, current state, target state, and verifiable metrics, then select a scenario meeting five feasibility conditions to run a minimum value loop of role, action, AI assistance, human confirmation, and metrics, enabling a go/expand/adjust/stop decision.

AI implementationAI projectR&D management

0 likes · 9 min read

Defining the First AI Pilot: From Value Narrative to Minimum Value Loop

Data Bricklaying Diary

Jul 15, 2026 · Big Data

Ontology-Driven Data Governance: Business Modeling from Research to Symbolic Models

This article explains how ontology-driven data governance requires thorough business research and modeling before database design, detailing a six-element framework (objects, processes, states, rules, data sources, Agent opportunities) and visual modeling techniques like OPM and BPMN to create stable semantic foundations for data mapping and AI agents.

AI agentsBPMNData Governance

0 likes · 12 min read

Ontology-Driven Data Governance: Business Modeling from Research to Symbolic Models