An end-to-end automation system that extracts employee time logs from Zoho Projects, consolidates them, and delivers structured monthly reports automatically to HR without manual exports.
IT companies, Marketing agencies, Consulting firms, Remote teams, Startups, Enterprises
Project Management & HR Operations
Zoho Projects, Zoho Projects API, n8n, Google Sheets
The HR and project management teams struggled to generate accurate monthly employee timesheet reports from Zoho Projects due to a manual and fragmented reporting process. While time entries were logged consistently inside Zoho Projects, consolidating and preparing structured monthly reports required significant manual effort.
Without an automated system, ensuring accuracy, consistency, and timely delivery of reports became increasingly difficult as the organization scaled.
Lack of Centralized Monthly Visibility
Heavy Manual Effort for Every Reporting Cycle
Risk of Calculation Errors and Duplicates
Delayed Reporting to Stakeholders
To eliminate manual reporting and ensure accurate monthly consolidation, a fully automated employee timesheet reporting system was built using n8n, with Zoho Projects as the primary data source and Google Sheets as the centralized reporting layer. The automation runs on a fixed monthly schedule and handles data extraction, consolidation, report generation and stakeholder notification without manual effort.
On the 3rd of every month, the workflow runs automatically and calculates the previous month’s date range. This ensures accurate month-based reporting without requiring manual date selection.
The system connects to the Zoho Projects API and retrieves all task-based time entries for the selected period using pagination. This ensures that data from both active and archived projects is captured completely and reliably.
All task entries are grouped using each employee’s ZUID(Zoho Unique ID ). Logged time is converted into minutes, summed accurately, and formatted back into HH:MM format to ensure consistent and error-free totals.
The workflow then retrieves issue-based time entries for the same period, applying the same structured logic. This guarantees that both task and issue hours are included in the monthly report.
Task and issue hours are merged using a unique key combining the reporting month and employee ZUID. This ensures a single consolidated record per employee and prevents duplicate entries.
The final data is automatically updated in Google Sheets. Existing records are updated where necessary, and new entries are added for new months, keeping the reporting sheet structured and clean.
Once the report is updated, a dynamic email containing the reporting month and a direct link to the sheet is automatically sent to HR and stakeholders, ensuring timely and consistent communication.
Controlled wait intervals and safe pagination handling ensure the workflow runs smoothly without API errors or data gaps, making the system scalable and production-ready.
Significant Time Savings
The monthly reporting process was reduced from several hours of manual consolidation to a fully automated workflow, freeing HR and project teams to focus on higher-value operational tasks.
Improved Accuracy & Data Reliability
By eliminating manual exports and spreadsheet calculations, the system removed the risk of duplicate entries, missing logs, and calculation errors, ensuring consistent and reliable monthly totals.
Faster Decision-Making
Reports are now generated and delivered automatically at the beginning of each month, enabling HR and management to review employee utilization data without delays.
Scalable & Repeatable Reporting Process
As project volume and employee count grow, the automation handles increasing data seamlessly without adding workload, making the reporting system sustainable and future-ready.
| Activity | Before Automation | After AI Workflow |
|---|---|---|
| Data Collection | Manual export of task and issue timelogs from Zoho Projects every month; time-consuming and repetitive | Automatic API-based extraction of all task and issue logs, including archived projects |
| Report Generation | Manual consolidation in Excel/Google Sheets; required merging, formatting, and recalculating totals | Monthly report generated automatically in Google Sheets and updated without manual effort |
| Error Rate | High risk of duplicate entries, missed logs, and calculation errors due to manual processing | Near-zero error rate, as totals are calculated directly from structured API data |
| Delivery to HR | Reports prepared and shared manually, often delayed by 1–2 days | Automatically generated and delivered via email on a fixed monthly schedule |
| Employee Aggregation | Multiple entries per employee required manual merging | Intelligent consolidation using Month + ZUID ensures one accurate record per employee |
| Scalability | Increased project volume meant increased manual workload | Handles growing data volume seamlessly without additional effort |
Runs automatically on a fixed monthly schedule, dynamically calculating the previous month’s date range to ensure accurate and consistent reporting without manual intervention.
Extracts both task-based and issue-based timelogs from Zoho Projects and intelligently merges them into a single, employee-level monthly summary.
Uses a unique Month + ZUID key to ensure each employee has one consolidated record per month, eliminating double-counting and manual corrections.
Updates a centralized Google Sheets report and automatically sends a structured email notification to HR and stakeholders once processing is complete.
Stop wasting hours on manual timesheet consolidation.