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Optimizing data Recon Processes for a Car service marketplace

Customer is a market-place for car servicing, connecting individuals, fleets and small businesses to repair shops and garages. 


Standardize the recon process for month end statements

Automated process flow to reduce time & improve accuracy

Reduced manual effort

100% improvement in month end reconciliations data


Automotive Servicing

Tech Stack

Java, Python, Excel, Selenium, SQL

Team size



Customer’s partners (repair shops, garages) work on different systems and send month-end statements in different formats. Month-end reconciliations of the data with internal data, closure of books, estimation and also preparation of remittance statements was a key challenge.


We worked closely with the stakeholders, understood the process and created a team to efficiently implement it with high accuracy and within prescribed timelines. We also automated different parts of the process using Python scripts to reduce time and improve accuracy.


Consistent and systematic implementation of month-end process and accurate data-recon that minimized errors and re-work while reducing the overall cycle time significantly!


We started with a team of 1 resource that has now expanded to 4 team members working across different process and value streams.