Project Introduction:

A leading automotive components manufacturer headquartered in Pune, with operations across India and Europe and a workforce of over 2,500 employees, was managing large volumes of workforce attendance and overtime data every day.

Despite having an HRMS system in place, critical data was still spread across multiple Excel files, making reporting slow, inconsistent, and highly manual. Generating insights around overtime, shift utilization, and plant-wise manpower required significant effort and often led to delays in decision-making.

That’s when the organization partnered with Credenca to automate workforce analytics, centralize data, and provide timely visibility for leadership and operations teams.

What Made This Transformation Powerful:

• Centralized workforce attendance and overtime data into a single platform
• Automated data ingestion from HRMS and Excel sources
• Eliminated manual Excel-based calculations
• Timely dashboards for leadership and plant managers
• Standardized reporting across multiple plants
• Clear visibility into shift-wise and plant-wise manpower utilization

The Real Challenges on the Ground:

• Workforce data was scattered across HRMS and Excel files
• Heavy reliance on manual calculations for overtime and attendance
• Inconsistent logic and reporting standards across plants
• Significant delays in generating management reports
• Limited visibility into workforce performance
• No centralized platform to track manpower utilization

The result? Inefficiencies, data inconsistencies, and slower decision-making across the organization.

How Credenca Simplified the Problem:

Credenca approached the problem with one clear goal: Make workforce data automated, consistent, and easy to act on.

We designed a scalable Azure-based data platform that unified data sources, automated calculations, and delivered timely insights through intuitive dashboards.

What We Did:

• Integrated HRMS and Excel data using automated workflows
• Built a centralized Data Lake and SQL-based data warehouse
• Automated overtime calculations and shift mapping using business logic
• Standardized data across all plants for consistency
• Created role-based dashboards for HR, plant managers, and leadership
• Enabled timely reporting through automated data pipelines

The Impact That Mattered:

For HR & Leadership Teams

• Centralized view of workforce attendance and overtime
• Faster access to accurate and consistent reports
• Better decision-making with timely insights
• Improved governance and data reliability

For Plant & Operations Teams

• Clear visibility into shift-wise manpower utilization
• Standardized reporting across plants
• Reduced dependency on manual tracking
• Better workforce planning and monitoring

Measurable Results:

• 40–50% reduction in manual reporting effort
• Complete elimination of manual Excel-based overtime calculations
• Significant improvement in data accuracy and consistency
• Report turnaround reduced from days to automated refresh cycles
• Enhanced visibility across 2,500+ employees and multiple locations

This engagement showcases how Credenca helps manufacturing organizations transform manual, fragmented workforce data into a centralized, automated, and insight-driven system using Microsoft Azure and Power BI, enabling faster decisions, improved efficiency, and stronger operational control.