Kalpesh Shah

Spare Parts Criticality
Explore how critical spare parts are classified and prioritized in MRO and maintenance processes, along with best practices for managing
Transform fragmented and incomplete MRO data into a reliable asset through intelligent enrichment that supports inventory optimization and maintenance planning.
MRO Data Cleansing
A framework to cleanse, standardize, enrich and de-duplicate MRO data in a few weeks with AI Agents & Human reviewers
Illustration of Business professionals reviewing customer data on a large digital dashboard with charts and graphs, symbolizing effective customer data management and collaboration.

Introduction Use of software solutions in enterprise companies is quite different from that found in startups, small and medium-sized businesses

A self-operating data scrubbing program depicted as a swarm of tiny, digital robots deduplicating and enriching corrupted data files on a computer screen, viewed through a magnifying glass.
Understanding data cleansing, normalization and enrichment processes for different data domains in ERP master
AI in Master Data Management use cases
This article explores how AI-driven solutions like Auto-Enrich AI and Auto-Spec AI revolutionize master data management by automating enrichment, standardization,
Inventory Data Management

Introduction Organizations of all sizes are under pressure to optimize their inventory operations. This means having the right amount of

The basics of MRO Master Data and solving MRO data challenges with AI Agents – covering spare parts, data cataloguing,
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