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Build a Billing-Period Timesheet From Jira Worklogs in a Google Sheet

2026-05-15
5 min read

The Scenario

Invoice reconciliation for May is due Friday. Your consulting firm needs every Jira worklog for project ACMECORP logged in May — across eight team members — in an Excel workbook showing issue key, summary, person, hours, and date. The client's finance team cross-references this against their own records before signing off on payment.

The bad version:

  • Search Jira for all ACMECORP issues updated in May. Get a list of 60 issues.
  • Open each issue, click the worklog section, manually copy entries to the sheet.
  • Realize some issues have multiple worklog entries from the same person on different days.
  • Realize your issue summary column is wrong because you copied the wrong field.

Sixty issues at two to three minutes each is over two hours, and the risk of transcription error is real when the client's accounting team will be checking your numbers line by line.

The Easy Way: One Prompt in SheetXAI

SheetXAI is an AI agent inside your Google Sheet. It reads the sheet and through the Jira integration pulls all relevant issues and their worklogs in one operation.

Fetch all Jira issues in project ACMECORP updated in May, then for each issue fetch all worklogs and write the issue key, issue summary, author, time spent in hours, and work date into my Timesheet sheet.

What You Get

  • One row per worklog entry across all issues in the project.
  • Issue key, issue summary, worklog author, hours (converted from seconds), and work date in separate columns.
  • Entries appear across multiple rows per issue when a ticket has multiple log entries.
  • The result is ready to pivot by person or sum by issue for the invoice attachment.

What If the Data Is Not Quite Ready

You need to scope by date range, not just the month

The client's billing cycle is April 28 to May 28, not calendar May.

Export all Jira worklogs for project ACMECORP where the work date is between April 28, 2025 and May 28, 2025. Write issue key, issue summary, author name, hours logged, and date worked into my sheet.

You need worker names as email addresses for the client's contractor matching

The client's accounts payable team matches on email, not display name.

Fetch all Jira issues in project ACMECORP updated in May. For each issue, fetch worklogs and write the issue key, issue summary, author email address, hours logged, and work date into my Timesheet sheet.

Two team members are contractors whose time shouldn't go on the client invoice

Their entries should be separated onto a second tab, not mixed into the main timesheet.

Fetch all worklogs for Jira project ACMECORP logged in May. Write entries from internal team members into the Timesheet sheet and entries from contractor emails (contractor1@firm.com and contractor2@firm.com) into a separate tab called Contractor Hours.

Kill chain: fetch worklogs, convert hours, flag entries over budget, and add per-person subtotals

Fetch all Jira worklogs for project ACMECORP logged in May. Write issue key, summary, author, hours, and date into my Timesheet sheet. Flag any entry where a single person logs more than 8 hours on the same day with 'Review' in a flag column. Below the data, add a per-author subtotal row showing total hours for the period.

One prompt handles the complete invoice-ready output — pull, conversion, flags, and subtotals.

Try It

Get the 7-day free trial of SheetXAI and open a blank Google Sheet at the start of your next billing cycle, then ask it to pull all Jira worklogs for the project and period into a timesheet your client can reconcile. See also: how to export worklogs for resource reporting and how to build a cross-project executive issue report.

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