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Kalpesh Shah

Spare Parts Safety Stock Management: A 2026 Playbook

  • 1 maand geleden
  • Kalpesh Shah
A part-level approach to right-sizing MRO safety stock using criticality, lead-time variance, and AI-native reorder logic, written for the leaders
  • Blog
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Work Order Management: Planning and Scheduling

  • 1 maand geleden
  • Kalpesh Shah
A complete operational guide to work order management for asset-intensive industries: work order types, the lifecycle, the planning vs scheduling
  • Blog
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Oracle Master Data Management dashboard with a centralized data repository connecting customer, product, supplier, finance, and location data.

Why Oracle Master Data Management for MRO is Important?

  • 3 maanden geleden
  • Kalpesh Shah
A guide for data and MRO leaders on how Oracle MDM keeps master data consistent across ERP, and why poor
  • Blog
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30+ Master Data Management Statistics and Market Size 2026

  • 5 maanden geleden
  • Kalpesh Shah
MDM statistics, market size, growth analysis and industry trends shaping the future of enterprise data.
  • Blog
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An image showing service master data management and analytics visualization

Beheer van basisgegevens

  • 6 maanden geleden
  • Kalpesh Shah
Understanding “Service Master Data” as a data domain with sample data models, challenges to maintain and more
  • Blog
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Material and equipment classification based on the MESC Codes

MESC Code: System for Material and Equipment Classification

  • 7 maanden geleden
  • Kalpesh Shah
An in-depth look at the MESC framework, its structure, components, and impact on global supply chain management.
  • Blog
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Enterprise illustration of finance master data management showing chart of accounts, cost centers, legal entities, and governed financial data structures

Finance Master Data Management

  • 7 maanden geleden
  • Kalpesh Shah
Why the structure behind your financial data is now as important as the data itself. Here is what it actually
  • Blog
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Belang van reserveonderdelen

Analyse van de kriticiteit van reserveonderdelen in kapitaalintensieve sectoren

  • 11 maanden geleden
  • Kalpesh Shah
Explore how critical spare parts are classified and prioritized in MRO and maintenance processes, along with best practices for managing
  • Blog
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Visualization of MRO data enrichment with enhanced spare parts classification, workflow automation, and ERP/CMMS integration.

Solutions Guide to MRO Data Enrichment

  • 1 jaar geleden
  • Kalpesh Shah
Transform fragmented and incomplete MRO data into a reliable asset through intelligent enrichment that supports inventory optimization and maintenance planning.
  • Blog
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MRO-gegevensopschoning

MRO Data Cleansing Process & Solution Guide

  • 1 jaar geleden
  • Kalpesh Shah
A framework to cleanse, standardize, enrich and de-duplicate MRO data in a few weeks with AI Agents & Human reviewers
  • Blog
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