Reconciliation
Finding where two systems diverge and, more usefully, why.
India · Pune · Data cleaning
Hire an Excel data analyst in Pune.
Supplier quality and rejection data in Pune arrives in whatever format each vendor keeps. The useful output is a supplier performance view solid enough to support an actual commercial conversation.
Abhishek
Abhishek Singh
Akhilesh
Prahalad
Shakti
Meet the specialists behind your project.
A remote team of Excel and spreadsheet specialists. You work directly with the person building your file, from the first question to the final handover. More about us.
- FreeScoping & estimate
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A typical job here
Consolidate supplier quality and delivery data into one view.
Most of these run 10–18 hours. The estimate is written down before anything starts, and exceeding it needs your agreement rather than an invoice note.
| Consolidate supplier quality and delivery data into one view | 10–18 hours |
|---|
SERVICE AREAPune, Maharashtra
TYPICAL HOURS10–18 hours
ESTIMATE TURNAROUNDWithin one working day
Why Pune specifically
Where this work comes from.
Clients for this are typically in Hinjawadi, Kharadi, Pimpri-Chinchwad and Baner, across automotive and auto components, engineering and capital goods, IT services and GCCs, and the shared-service centres run out of the city for global parents. Production planning, BOM costing and shop-floor reporting that matches reality.
For the wider picture of what we see in this market — the recurring problems, the source systems, how the time difference plays out — the Pune guide covers it properly rather than repeating it on every service page.
01
02
Estimate first
10–18 hours is typical here. You get a number in writing before we start.
Then the work
Unlocked files, documentation, recorded handover.
Full guide
Everything we do in Pune.
This page covers one service. The city guide covers the whole picture, including the problems we see most in this market.
Excel experts in PuneScope
What a excel data analyst does for you.
Two of the things this covers most often for Pune clients. The data cleaning page sets out the full scope and method.
Deduplication and matching
Fuzzy matching across sources that never quite agree on how a name is spelled.
- 01
Profile the data
What is actually in there, including the things nobody mentioned.
- 02
Define the rules
What counts as a duplicate, what happens to a blank, how a bad date is handled — written down and agreed.
Need to check a feature before hiring? Read Microsoft’s official Excel help and learning for formulas, PivotTables, importing data and troubleshooting.
Questions
Excel data analyst in Pune — questions.
Answers for this service in this market, including the ones that might cost us the job.
Ask us something elseCan you produce supplier scorecards from our existing data?
Usually, though the first pass often reveals that the same supplier appears under several names or codes. Resolving that is part of the job and tends to be where the time goes.
Can you work with data from multiple systems?
Yes, and reconciling sources that disagree is a common engagement. Often the most valuable output is the explanation of why they differ, not the merged file.
Our production data is recorded on paper and typed in later. Does that matter?
It matters for latency, not feasibility. We build for the data you actually have, including a lag, and make the lag visible in the reporting rather than pretending it is not there. Digitising capture is a separate conversation.
Related
Other specialists for Pune.
Most projects touch more than one of these. We scope them together rather than selling them separately.
Same service elsewhere
Excel data analyst in other cities.
Start with the problem
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