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Data Automation & Sync

Data that updates itself, cleans itself and reconciles itself.

From
₹40,000
Timeline
2–4 weeks

Somewhere in your business there is a spreadsheet that someone updates every morning by copying from two other places. It's usually load-bearing, and it usually breaks when that person takes leave.

We replace those with automated pipelines that pull from the source, clean and validate, and publish where people actually need the data.

Scope

What we build

  • Scheduled and event-driven data sync between systems
  • Deduplication, normalisation and format standardisation
  • Validation rules with an exception queue for bad records
  • Enrichment from internal and third-party sources
  • Google Sheets and Excel automation, plus migration to real databases
  • Airtable, Notion and Baserow structure design
  • Historical backfill and incremental update strategy
In practice

Examples of this work

Concrete builds rather than capability statements.

Daily report retired

Replaced a two-hour manual consolidation across five branch spreadsheets with a pipeline that publishes a validated dashboard at 6am.

Contact hygiene

Deduped 180,000 contacts across three systems, normalised Indian phone formats, and set up ongoing rules so the mess doesn't rebuild.

Deliverables

What you get

  • Automated pipelines with monitoring
  • Data quality rules and exception handling
  • Cleaned baseline dataset
  • Documentation of sources and refresh cadence
Stack

Tools we use here

  • n8n
  • PostgreSQL
  • Google Sheets
  • Airtable
  • BigQuery
  • Python
FAQ

Data automation — questions we get asked

Can we keep using Google Sheets?

Often yes — Sheets is a fine presentation layer. The problem is when it's also the database. We usually move the storage to Postgres or Airtable and keep Sheets as the view people are comfortable with.

Want Data automation working in your business?

Book a free 30-minute audit. We'll tell you what it would take, what it would cost, and whether it's worth doing at all.

No obligation · Reply within 1 business day · NDA on request