Turn a Rota PDF or Photo into an Editable Shift Calendar: One-time AI Extraction Guide

Why use one-time AI extraction for a rota?

A one-time AI extraction converts a static rota (PDF or photo) into editable shift events you can manage in your personal calendar. That removes repeated manual entry and reduces transcription mistakes. Use this when you want your shifts in a personal calendar, to track hours, or to compare a payslip with a later calendar month.

Note: the extraction is a one-time conversion of the uploaded document to shifts you can review and approve. It isn’t a continuous sync from the original file, and it does not edit external calendars directly from the app.

What PayCheck AI can and can’t do in this flow

Can: upload a rota PDF or image for one-time AI shift extraction; review the extracted shifts; approve and import them into your personal shift calendar; export the result as CSV or ICS; and sync that personal calendar across your devices or create a read-only calendar subscription for Google, Apple or Outlook.

Can also help after import by tracking regular and overtime hours, estimating gross pay against a chosen month, and letting you configure overtime thresholds and allowances during an active Pro trial or subscription.

Can’t: automatically assign workers, perform staffing analysis, import shifts directly into payroll software, edit external calendars from PayCheck AI, or guarantee legal or payroll accuracy. The app also doesn’t store uploaded documents permanently for ongoing syncing—treat extraction as a one-time conversion tool.

Step-by-step: One-time AI extraction flow

1) Prepare the rota file or photo: crop out irrelevant margins, ensure dates and times are readable and confirm the document covers the period you want to import (week or month). If shifts are handwritten, take a clear, well-lit photo from directly above.

2) Upload the file for extraction: use the one-time rota PDF/image upload option available to Pro users. The AI will detect shift dates, start and end times, and worker names when present. If you only want your personal shifts, upload the page that lists your name or highlights your row/column.

3) Review the extracted shifts: the app presents the detected shifts as editable items. Check each shift’s date, start and end time, and any break information. If a break isn’t detected, plan to add it manually after import.

4) Fix common errors in the review interface: correct misread times (e.g., 7pm instead of 7am), adjust overnight shifts that cross midnight, and set the correct timezone if the rota uses one. Use the checklist below for typical fixes to watch for. Save your corrections so the exported calendar contains the right times and durations.

Import and sync to your personal calendar

5) Approve and import: once you’re satisfied, approve the shifts for import. The shifts become part of your personal PayCheck AI calendar where you can track hours, apply your pay settings, and estimate gross pay for a month after reviewing the figures.

6) Export or subscribe: export the calendar as ICS or CSV if you need a local copy or want to import into another app. Or create a private read-only calendar subscription for Google Calendar, Apple Calendar or Outlook that refreshes from PayCheck AI. Remember these subscriptions are read-only copies; they’re not editable from the external calendar.

7) Optional: configure overtime and allowances (Pro only): if you’re on an active Pro trial or subscription, set daily/weekly overtime thresholds and night-window, weekend or public-holiday allowances as a flat amount, per-hour amount, or percentage. These settings affect PayCheck AI’s estimates, not legal calculations.

Before / after examples (practical)

Before: a monthly rota PDF shows a grid with dates across the top and names down the left. Your row for March lists “08:00–16:00” on weekdays and “18:00–02:00” on alternate Saturdays.

After: using the one-time AI extraction you end up with editable shift events: Mon–Fri 08:00–16:00, Sat 18:00–02:00 (overnight shift recorded as start on Sat, end on Sun). You correct any misread 02:00 → 20:00 errors, approve, then export an ICS and add it to your main calendar. PayCheck AI then shows the month’s total hours and lets you compare a payslip by uploading it once and checking gross pay against the month.

Common extraction errors and how to fix them

Misread AM/PM: check any 12-hour time entries and adjust AM/PM where necessary.

Overnight shifts: verify shifts that end after midnight are recorded with the end date on the next day rather than the same day.

Split shifts and unpaid breaks: if the rota shows ‘split’ or has unspecified breaks, add explicit breaks in the calendar so durations and pay estimates match expectations.

Name or row misalignment: if columns or rows shift in the PDF layout, make sure the extracted worker names line up with the right shifts before approving.

Where rules vary and what to double-check locally

Overtime and holiday pay rules vary by country, employer and collective agreements. Use PayCheck AI’s overtime and allowance settings to model estimates, but check your contract or talk to payroll/HR for legal or payroll-accurate figures.

If you intend to compare a payslip, upload the payslip for a one-time AI extraction and compare gross pay after reviewing numbers. This gives a helpful check, but does not replace official payroll records.

Practical checklist

• Crop photos and ensure the rota page covers only the target period.
• Confirm your name/row in the rota and upload the page that contains it.
• Scan for AM/PM errors and overnight shifts (end date should be next calendar day).
• Add missing unpaid breaks or split-shift segments manually before import.
• Check timezone and daylight saving implications if your employer lists a timezone.
• Use Pro settings to configure overtime thresholds and allowances if needed for estimates.
• Export an ICS or subscribe to the read-only calendar to sync with Google/Apple/Outlook.
• If comparing a payslip, upload it separately for a one-time extraction and review figures.

Frequently asked questions

Do I need a Pro subscription to use rota extraction?

Yes — one-time rota PDF/image extraction is available to users during an active free Pro trial or with a paid Pro subscription.

Will the extracted calendar update automatically when my employer issues a new rota file?

No. Extraction from a rota PDF or image is a one-time conversion. If your employer issues a new rota, upload that new file and repeat the review/approve flow to import the updated shifts.

Can I edit the imported shifts later?

Yes. Once imported into your personal shift calendar you can edit shifts, add notes, and track hours. If you create a read-only calendar subscription for Google/Apple/Outlook, those subscribed copies cannot be edited from the external service.

Can PayCheck AI guarantee payroll accuracy from the extracted rota?

No. PayCheck AI can help estimate gross pay and track hours, but it does not guarantee legal or payroll accuracy. Always verify with your payslip and payroll department.

What if the AI misreads handwriting or a poor photo?

Review extracted shifts carefully and use the checklist fixes. If handwriting is unclear, correct times manually in the review interface before approving the import.