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Python Automation

If someone on your team copies data between files every week, there is usually a script that can do it in seconds, with fewer mistakes.

What we can build for you

Excel cleaning and transformation
Remove duplicates, fix formats, merge sheets and reshape data into the layout you actually need.
PDF data extraction
Pull tables and fields out of text-based PDFs such as invoices, statements and reports into Excel or CSV.
Report generation
Turn raw exports into formatted Excel or PDF reports on demand or on a schedule.
Repetitive workflow automation
Rename files, move data between systems, send routine emails and other rule-based tasks.
Data processing
Validate, aggregate and reconcile data from several sources, with clear logs of anything that needs a human look.
Permitted public-data collection
Collect publicly available data where the source’s terms allow it, respecting rate limits and robots.txt.

Typical examples

  • Merging monthly branch sales sheets into one cleaned master file
  • Extracting line items from supplier invoice PDFs into Excel
  • Generating a weekly attendance summary from raw exports

Scope and limitations

  • Scanned PDFs, OCR, handwritten documents and complex or inconsistent layouts need additional work and are quoted separately.
  • Exception handling for unusual inputs is scoped during discovery; the script flags rows it cannot process rather than guessing.
  • We do not collect data that a website’s terms prohibit or that requires bypassing logins or access controls.

Packages and starting prices

Priced by task. Send a sample file and we will confirm the exact quote before starting.

Lowest price

Excel Cleaning

₹799+

starting price

Clean and standardise one spreadsheet or a set with the same structure.

  • Duplicate removal and format fixes
  • Column standardisation
  • Cleaned output file
Estimated delivery
1–2 working days
Revisions
1 revision round
Not included
  • Reusable script (see Excel Automation)
  • Data entry from paper records

Excel Automation

₹1,499+

starting price

A reusable script that repeats your spreadsheet task whenever you need it.

  • Python script for a defined task
  • Merge, reshape or summarise sheets
  • Short usage guide
Estimated delivery
2–4 working days
Revisions
1 revision round
Not included
  • Changes after your file format changes
  • Server hosting for scheduled runs

PDF Data Extraction

₹1,499+

starting price

Extract tables and fields from text-based PDFs into Excel or CSV.

  • Extraction for one document layout
  • Excel or CSV output
  • Flags for rows that need review
Estimated delivery
2–4 working days
Revisions
1 revision round
Not included
  • Scanned PDFs and OCR
  • Complex or inconsistent layouts (quoted separately)
Best value

Automated Reports

₹2,499+

starting price

Formatted Excel or PDF reports generated from your raw data.

  • Report template and generation script
  • Charts and summary tables
  • Run on demand or on a schedule
Estimated delivery
3–5 working days
Revisions
2 revision rounds
Not included
  • Hosting or scheduler costs
  • Data cleaning beyond the agreed source format

Custom Python Script

₹2,999+

starting price

Automation for a workflow that does not fit the packages above.

  • Requirement review
  • Script with logging and error handling
  • Documentation and handover
Estimated delivery
Agreed after review
Revisions
2 revision rounds
Not included
  • Third-party API or subscription fees
  • Bypassing logins or access controls

Starting prices are indicative. Final quotations depend on requirements, complexity, integrations and delivery scope.

Internal PrototypePython automation tool

Invoice PDF to Excel extractor

Copying line items from supplier invoices into a spreadsheet by hand is slow and easy to get wrong.

  • Python
  • pdfplumber
  • pandas
  • openpyxl

Request a quote for python automation

Share what you need and any sample files or examples. We’ll come back with questions or a written quotation.