Background
Bobbitt Constructions modernised their HR and operations analytics by partnering with Rambunct to implement an end-to-end AWS data pipeline using AWS Glue, Amazon S3, and Amazon AppFlow. The pipeline enabled real-time workforce insights, cross-office coordination, and strategic decision-making across their Southeast operations.
The Challenge
- Manual HR data extraction from BambooHR slowed decision-making and introduced errors.
- No centralised repository or business intelligence for workforce planning and performance tracking.
- Siloed data across Raleigh, Burlington, Winston-Salem, and Leland offices hindered cross-location coordination.
- Inefficient, non-scalable data processes impacted historical analysis and project optimisation.
Our Solution
- Used Amazon AppFlow for secure, incremental data extraction from BambooHR into AWS.
- Applied AWS Glue for ETL processing, cleansing, and aligning HR data with project metrics.
- Stored data in Amazon S3 with partitioning, versioning, and lifecycle policies for long-term efficiency.
- Automated the entire pipeline with monitoring, alerting, and documentation to support scalability and governance.
The Result
The solution enabled Bobbitt to replace manual reporting with real-time analytics, enhancing project agility, workforce planning, and organisational visibility.
- 90% reduction in manual reporting time, freeing teams to focus on delivery and strategy.
- 85% improvement in data accuracy through automated ETL processes and validation.
- 70% faster report generation to support project adjustments and resource optimisation.
- Real-time analytics across offices enabled improved workforce allocation and cross-project insights.






