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Firefly Sales and Marketing Operations 15366 (1)

Optimizing Data Recon Operations

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



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 resources that has now expanded to 4 team members working across different process and value streams.


Automotive Servicing

Tech Stack

AutoIntegrate, Python, Excel, Metabase, SQL

Team size