In product management, strategic decision-making is one of the most important factors behind making a successful product. You must be well aware that Flipkart is one of the biggest e-commerce giants in the country. But what does this organization do? What does the strategic decision-making process at Flipkart mean from the perspective of data and technology? There is one aspect called measurement science which is a part of their strategy processes.
Key Takeaways
- Flipkart is a part of the e-commerce industry, which offers online retail transactions.
- The most common aspect utilized by Flipkart to run its strategic operations is called measurement science.
- Measurement science involves building statistical and machine-learning-driven frameworks.
- The hierarchical framework extends beyond L0 metrics to include a hierarchy of drivers that contribute to achieving these metrics.
- Before a new product feature is finalized, Flipkart employs rigorous AB measurement frameworks to assess their impact on key metrics.
Understanding Flipkart’s operations
As a product manager, you must first understand what exactly Flipkart does. It is a part of the e-commerce industry, facilitating online retail transactions and offering a wide array of products and services to its customers.
Importance of Measurement Science
The most common aspect utilized by Flipkart to run its strategic operations is called measurement science. Not just Flipkart, it is the core of how any good internet-scale company is run. The beauty of these companies is that you keep getting data, and you can actually make very clear, thoughtful decisions as long as you have the measurement science built really well.
Building Statistical and ML-driven Frameworks
Measurement science involves building statistical and machine-learning-driven frameworks. These help Flipkart in utilizing the data it has to make informed, data-driven product decisions.
They also enable it to learn more about its customers, market trends and competition.
Hierarchical Framework of Metrics
As product managers, you should understand that the hierarchical framework extends beyond L0 metrics to include a hierarchy of drivers that contribute to achieving these metrics.
For example, if customer experience is identified as the North Star metric, drivers such as delivery speed, product quality, and customer service are delineated. These form the groundwork for strategic and operational decisions in Flipkart.
Empowering Leaders with Clear Metrics
Establishment of a clear hierarchy of metrics empowers product managers to focus only on specific areas of responsibility. Each of them is assigned a set of metrics aligned with their domain, which ensures accountability on their end and clarity on what they need to do. This in turn enables efficient execution while maintaining alignment with strategic objectives.
A/B Measurement Framework for Product Development
Measurement science plays an important role in product development. Before a new product feature is finalized, Flipkart employs rigorous AB measurement frameworks to assess its impact on key metrics. This data-driven approach helps product managers ensure that product decisions are backed by evidence, which helps in making innovative and better products.
Hence, with the utilization of the concept of measurement science, Flipkart helps in making strategy-driven decisions, optimize efficiency and improving its customer experience. By including the hierarchical framework of metrics and advanced analytics techniques in their product development process, Flipkart continues to thrive in the e-commerce space.
Frequently Asked Questions
1. What is measurement science?
Measurement science involves the collection, analysis, and interpretation of data to inform strategic decisions.
2. What is the importance of building statistical and ML driven frameworks in Flipkart?
Statistical and ML driven frameworks help Flipkart in utilizing the data it has to make informed, data-driven product decisions. They also enable it to learn more about its customers, market trends and competition.
3. How does A/B measurement framework help product managers in product development in Flipkart?
A/B measurement framework helps product managers ensure that product development decisions are backed by evidence, which helps in making innovative and better products.
