Finance & Operations

Payroll & Accounting Automation With Human Approval

Payroll preparation became a review task instead of a data-entry marathon, every entry is verified against what the API actually recorded, and the administrator retains sole control of submission.

Multi-Location Healthcare Organization
The story

What they were stuck on, and what we built

The problem

Payroll inputs for a large multi-site team came from timesheets, adjustment emails and a separate contractor workflow, all compiled by hand into the payroll platform each cycle: slow, stressful, and one typo away from paying someone wrongly.

What we did

We built a controlled payroll-entry workflow: inputs normalized into one row per employee, matched to payroll records on stable identifiers, validated and flagged into a review table, and only after the administrator approves are hours and earnings written to unprocessed checks through the official payroll API, then read back and verified entry by entry. The workflow can prepare payroll; it can never submit it.

How it was built

What we connected, automated and safeguarded

The complete system: the integrations behind it, the workflow it runs, and the controls that make it safe to rely on.

What we connected

  • The payroll platform's official API
  • Timesheet & scheduling exports
  • Google Sheets review tables
  • Gmail notifications
  • n8n
  • The existing contractor-pay workflow

What we automated

  • Input normalization and employee matching
  • Validation with missing-and-invalid flagging
  • A review-and-approve table before any write
  • Earnings written via the official API, then verified
  • Run logs and exception reports every cycle

Reliability & controls

  • Idempotency: a retry can never double-pay
  • Pre-write validation and existing-entry checks
  • Post-write verification against the API
  • No automatic submission, ever, by design

A representative build for this use case. Yours starts from your systems, your rules and your approval points.

The result

Payroll preparation became a review task instead of a data-entry marathon, every entry is verified against what the API actually recorded, and the administrator retains sole control of submission.

Finance & Operations · Multi-Location Healthcare Organization

Cycle time collapsed

Compilation and entry became review and approval.

Every entry verified

What was written is read back and checked, not assumed.

An audit trail by default

Every run, flag, approval and write is logged.