Normes et validation
Chris Papp est un praticien en gouvernance de l'IA et en infrastructure de commerce numérique. Cette page présente une sélection de participations aux normes et de validations publiquement vérifiables, à l'appui de travaux d'infrastructure réglementés et conformes aux exigences d'audit.
Chris Papp est un praticien en gouvernance de l'IA et en infrastructure de commerce numérique. Cette page présente une sélection de participations aux normes et de validations publiquement vérifiables, à l'appui de travaux d'infrastructure réglementés et conformes aux exigences d'audit.
Advisory Areas
Senior business-side support where operational reality, technology, data and governance need to align before implementation.
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Business Transformation & Implementation Readiness
Translate operating reality into clear processes, requirements and implementation pathways.
Typical work: current-state assessment, process mapping, business requirements, future-state workflows, validation, UAT and implementation readiness.
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Responsible AI, Data & Governance
Support the introduction of AI into real operating environments with appropriate data, governance, controls and human accountability.
Typical work: use-case assessment, workflow integration, data readiness, human-in-the-loop controls, traceability, auditability and validation.
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Digital Trade & Interoperability
Connect trade operations, systems, standards and institutional requirements across complex multi-party environments.
Typical work: cross-border workflow design, paperless trade readiness, interoperability, standards alignment, audit-ready evidence and implementation pathways.
Selected Work
Representative examples of recent business-side transformation, requirements, prototyping and institutional work.
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Business-Side Transformation / CTRM
Advisory work supporting an agricultural commodity organization assessing a CTRM environment across procurement, trading, logistics, inventory, documentation, finance, risk and settlement.
Output: structured current-state workflow analysis, business requirements and implementation-readiness considerations across the operating environment.
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Requirements Translation & Functional Specification
Translated a complex multi-party operating model into structured workflows, business rules and functional requirements for professional technical delivery.
Output: a build-ready specification comprising 45 screens and 182 functional requirements.
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Functional Prototyping & Workflow Validation
Personally developed and iterated a bilingual functional demonstrator covering six role-based workspaces, with governed AI functionality, human-review controls and multi-party workflows.
Output: a working demonstration environment used to test workflows, exceptions, governance controls and stakeholder requirements, and to support live demonstrations using synthetic data.
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Government & Institutional Requirements
Developed briefing material, consultation submissions, governance requirements and implementation pathways for government and institutional environments.
Output: multiple formal submissions and implementation-oriented materials addressing data governance, interoperability, auditability, responsible AI, operational requirements and readiness for institutional environments.