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Aris Dressino

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#large language models Open access Oct 2026

InventOR: A Human-Reviewed, Prompt-Configured Large Language Model Decision Support System for Material-Level Inventory Control

Confidentiality-screened public release: analysis code, anonymized variable schema, aggregate evaluation results (Run 1, Run 2, Run 3), manuscript sources, and integrity manifest for InventOR, a prompt-configured LLM workflow that generates material-level (r,Q) inventory policies without project-specific model training...

Aris Dressino · 0 citations
#large language models Open access Sep 2026

InventOR: A Prompt-Configured, No-Fine-Tuning LLM Workflow for Material-Level Inventory Control

We present InventOR, a prompt-configured large-language-model (LLM) workflow that generates material-level (r, Q) inventory policies from cutoff-bounded historical CSVs and inline parameter blocks through an enterprise LLM application, without project-specific model training or fine-tuning. Deterministic parsing and po...

Aris Dressino · 0 citations
#large language models Open access Sep 2026

InventOR: A Prompt-Configured, No-Fine-Tuning LLM Workflow for Material-Level Inventory Control

We present InventOR, a prompt-configured large-language-model (LLM) workflow that generates material-level (r, Q) inventory policies from cutoff-bounded historical CSVs and inline parameter blocks through an enterprise LLM application, without project-specific model training or fine-tuning. Deterministic parsing and po...

Aris Dressino · 0 citations

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