I will plan your master data standardization and data cleanup roadmap

I specialize in Material Master, Vendor Master, Customer Master, and Bill of Materials (BOMs). My methodology applies to any master data domain and works across ERP systems including SAP, salesforce

It depends on the package you choose: Basic & Standard: I provide a diagnostic report and a comprehensive roadmap with coding rules, prioritization, and timelines. Premium: I work hands-on alongside your team, directly handling complex records, validating results, and establishing governance SOPs.

Timelines vary based on data volume and complexity. A typical project ranges from 2 weeks (small dataset, basic cleanup) to 3+ months (large-scale, multi-system governance). I provide a detailed timeline estimate in the Standard and Premium packages.

The most common mistake is buying an MDM system and assuming it will fix the problem. Master data is about business consensus, not technology. Without clear ownership, standardized rules, and governance processes, even the best system won't deliver clean data

I can help you build a business case with ROI projections—this is available as an add-on. Common benefits include: reduced inventory discrepancies, faster month-end closing, improved audit compliance, and successful ERP migrations.

I'll need: your ERP system and version, types of master data you're struggling with, approximate number of records, examples of current data quality issues (duplicates, inconsistent naming, etc.), and your primary objective. You can upload samples or screenshots during the ordering process.

Yes. I am happy to sign an NDA before we begin. Your data and business information will be treated with strict confidentiality—I've worked with Fortune 500 companies and understand the importance of data security.