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Data Quality|12 June 2026

Which spreadsheet columns actually matter? A 30–60 minute check for small UK teams before you integrate or automate

A practical 30–60 minute walkthrough to find the few spreadsheet columns that drive decisions, automations and integrations.

Start by mapping the journey (15–20 minutes)

Pick one workflow that the spreadsheet supports — a new lead handoff, an order fulfilment or a monthly report. Draw the simple journey from the person who updates the sheet through the handoffs to where the data is used (reports, HubSpot, Xero or an app).

Open a typical record and trace every decision that depends on any column: who acts, what triggers, what gets exported. This rapid mapping tells you which columns to inspect first rather than cleaning the whole sheet.

Quickly score each column (10–20 minutes)

  • Purpose: note if the column is used for a decision, a trigger, export to another system, or only for human context.
  • Completeness: estimate how often the field is filled (none/half/most) and mark the worst offenders.
  • Uniqueness: is the value expected to be unique (IDs, emails) or a repeatable category (status, source)?
  • Update frequency: how often does this value change — once, occasionally, daily?
  • Owner and downstream systems: who updates the column and which systems read it (HubSpot, Xero, Zapier/Make, reporting tools)?

Apply three quick fixes and decide next steps (remaining 5–20 minutes)

  • Defaults: set sensible default values for empty but required columns so automations don't break.
  • Validation: add simple checks (drop-downs, required flags, basic formulas) to stop bad data at entry.
  • Do-not-sync flag: add a small "do_not_sync" or "manual_only" flag for columns that must never be pushed to other systems.
  • Decide: for each critical column pick one of three actions — clean and keep, keep as a handbook-only column (no sync), or move into a lightweight app/process if it needs structured input.
  • Stop/go criteria: if a column is >90% complete, owned, and either validated or defaulted, go ahead to map and integrate; otherwise pause and fix the data first.
  • If you want a brief, ready-to-run checklist to run this session with your team, Optira can help.

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