Panalyt Case Study

About Panalyt

Panalyt is a data-driven HR platform company headquartered in Singapore. Panalyt was founded with the goal of solving the problem HR teams and business leaders around the world face today: having access to insightful, actionable people data within their company.

Goals

Panalyt is a data-driven HR platform company headquartered in Singapore. Panalyt was founded with the goal of solving the problem HR teams and business leaders around the world face today: having access to insightful, actionable people data within their company. In order to achieve their goal, Panalyt set out to devise a solution that was able to consolidate their clients’ multiple data sources into one, aggregated platform. This platform had to be user-friendly, able to ingest and analyze data in real-time and present all of this using an informative dashboard. 

Challenges

The Panalyt team was struggling with latency and choosing the right database. Among the challenges included:
  • Storing years of historical data, from multiple client companies
  • Enabling real-time visualization of the data with very low latency filtering options.
  • Handling organizational hierarchy on data access management level with an extensive data confidentiality solution.
  • The solution needed to be able to easily integrate with any 3rd-party HR system and load data into the product Big Data structure.
  • The team wanted the design to be able to take into consideration potential ML usage for the data.
  • Data needed to  be securely stored 
  • Access to data needed to  only be possible through a set of applicable authorization roles.

Solution

Aliz helped Panalyt build an HR big data solution that was able to consolidate their clients’ multiple data sources into an aggregated platform. The solution was based on BigQuery, extended with CloudSQL cache database to secure very low latency answers towards front-end visualization. The response time for a general chart data for a company with 5,000 employees, 5 years of historical data exported on daily basis went from 3-5 minutes down to just 150 ms. Data access became strictly controlled and monitored. Finally, with data consolidated in BiqQuery, Panalyt now has a good foundation for Machine Learning  projects.

Business Value

The solution HR Platform solution Aliz helped implement means the Panalyt team is able to “spend less time rebuilding and more time taking the product  forward,” says Daniel West, Panalyt founder and CEO. He also says about the cooperation, “as our development partner in building the core of our product, Aliz fully embraced [our] guiding principles like it was their own venture.   They innovated a unique, flexible architecture and worked with us to develop a product that today receives consistent praise from clients and market analysts alike for the client-centric approach, flexible data structure, and speed of front-end visualization. Aliz are real partners, who care as much as we do about our product and understand the challenges and aspirations of start-up ventures.”   The solution has equipped  the Panalyt team with a backend architecture that continually delivers, requires very little refactoring as the product evolves, and allows for the team to take advantage of its many functionalities. Panalyt is also able to enjoy a 100% success rate in passing client and investor technical due diligence.

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