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Dr. Marcell Vollmer

CEO of Prospance Inc.

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Verified Proof of Work Artifacts

2 items cataloged

Each artifact below represents an authenticated research publication, production code repository, or technical architectural framework directly authored or co-created by Dr. Marcell Vollmer. Every entry undergoes editorial source verification.

EXPLANATION Checked Sep 22, 2026

The Enterprise CAIO Roadmap: Driving Verifiable Operational ROI

Formulated the executive governance framework for Chief AI Officers to align pilot AI initiatives directly with EBITDA growth and risk mitigation.

Model & Execution Context:Enterprise digital transformation metrics, procurement KPIs, automation index.

Scope & Limitations

Pilot implementations often stall at scale if legacy change management protocols are ignored.

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EXPLANATION Checked Sep 22, 2026

Autonomous Procurement and Digital Supply Chain AI Transformation

Published research detailing how process mining and generative AI automate invoice processing, contract compliance, supplier negotiations, and fraud detection in Fortune 500 supply chains.

Model & Execution Context:ERP integrations (SAP, Oracle), Celonis process mining, LLM contract extraction.

Scope & Limitations

Legacy ERP database schemas require custom middleware translation to support LLM structured ingestion.

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