Data Analytics
Services
Data Flow Automation for Hotel Reservation Management Software
Problem
The client requires a seamless and reliable method to extract and integrate daily data from a spreadsheet, uploaded to a Sharepoint folder, into an AWS database. The existing manual process is time-consuming and prone to errors, which can delay access to crucial information needed for decision-making and analysis.
Solution
We have developed a robust automation system that retrieves the most recent copy of the file from SharePoint, extracts the relevant data, and imports it into an AWS database. This system is designed to run hourly, ensuring that the data is always up-to-date, while also offering the flexibility for manual triggering. By automating this process, the client can ensure accurate and timely data availability for further analysis and operational efficiency.
Results:
The implementation of these models has yielded significant results:
- Improved prediction accuracy of potential customer conversions by 35%, leading to a more focused and cost-effective marketing strategy.
- Enhanced resource allocation efficiency within the sales team, with a 25% increase in lead conversion rates.
- A cumulative 20% uptick in revenue through dynamic pricing and effective upselling strategies.
- More engaging and relevant content production, leading to higher student satisfaction and course completion rates.
- Increased customer retention by 15% and a notable improvement in Lifetime Value through targeted engagement initiatives.
Conclusion:
The success of our machine learning solutions in transforming their business operations demonstrates our commitment to advancing educational technology and supporting our clients in achieving their business goals. We continue to work closely with them to innovate and refine strategies, ensuring sustained growth and success.