the client

Pharaoh's American Grill & Billiards

Custom Python and TypeScript scripts replacing dozens of hand-run spreadsheet workflows.

the problem

Pharaoh's American Grill & Billiards operations team was running their week through hand-pasted spreadsheets, manual data exports, and a constellation of one-off macros that broke whenever someone updated a column. The institutional knowledge for how the tooling worked lived in three people's heads.

They needed reliable, version-controlled scripts that their team could trust as part of the daily workflow — not another fragile chain of copy-paste steps.

the response

Replaced hand-run spreadsheets with reliable automation

We wrote a suite of Python and TypeScript scripts that replaced the manual workflows: report generation, data sync, file processing, vendor reconciliation. All version-controlled, all logged, all owned by their team.

Each script ships with documentation, error reporting to Slack, and a one-line invocation. What used to be a half-day of tab-switching is now a cron job that pings them with the result.

Stack & Integrations:

  • Python
  • TypeScript
  • Node.js
  • GitHub Actions
  • AWS Lambda
  • Playwright
  • Pandas
  • Slack webhooks
What used to be a weekly four-hour spreadsheet session is now a Slack notification at 7am. Quietly life-changing.
— Operations Lead, Pharaoh's American Grill & Billiards

the results

12+

Scripts shipped to production.

30hrs

Returned to the ops team each week.

99.7%

Successful run rate, monitored.

0

Errors escaping to manual review.

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