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Use case

Spreadsheet Automation

Somewhere in your business, a mission-critical process is a 40-tab workbook one person understands, updated by hand, emailed around, and one bad paste from disaster.

What can be automated in spreadsheet automation? With current AI and integration tooling: scheduled data pulls replacing manual exports; validation and anomaly checks on refresh; automated distribution/publishing; migration to a proper system where the workbook is really a database. What should remain under human control: model logic changes and business rules; judgment on flagged anomalies; retirement decisions (keep vs. migrate). Olyra implements this with confidence scoring, audit logging, and human-review gates matched to risk.

The manual reality

What this work looks like today

Who does it

The workbook owner (single point of failure) and everyone downstream of its numbers.

Typical systems

Excel/Sheets, exports from every system, email attachments with _v7_FINAL names.

The cost

Measured before we touch anything: Manual refresh hours · Error incidents · Key-person dependency

What changes

What gets automated — and what stays human

Automated (with logging):

  • Scheduled data pulls replacing manual exports
  • Validation and anomaly checks on refresh
  • Automated distribution/publishing
  • Migration to a proper system where the workbook is really a database

Stays under human control:

  • Model logic changes and business rules
  • Judgment on flagged anomalies
  • Retirement decisions (keep vs. migrate)
Measurement & governance

How value and risk are managed

Measure

What we baseline and track

Manual refresh hours · Error incidents · Key-person dependency · Data latency

Governance

Risks designed for

Change control on formulas/pipelines; access control replacing email attachments; full refresh logs.

Typical implementation path: Highest-risk workbook first — usually the one with a name in its filename. Implementation follows the Olyra 120: pilot on real historical volume, parallel run, then measured cutover.

Find out what AI can actually do for your operations.

Start with an AI Operations Audit — a fixed-scope diagnostic that maps your workflows, scores your AI readiness, and hands you a prioritized 120-day roadmap. If we don't find real opportunities, you'll know that too.

Request an AI Operations Audit → Prefer to talk first? Book a 30-minute scoping call.