How to Evolve your Microservice Schemas | Designing Event-Driven Microservices

Schema evolution is the act of modifying the structure of the data in our application, without impacting clients. This can be a challenging problem. However, it gets easier if we start with a flexible data format and take steps to avoid unnecessary data coupling. When we find ourselves having to make breaking changes, we can always fall back to creating new versions of our APIs and events to accommodate those changes.

API Generation: A Better Way of Snowflake Data Extraction for Data Products

Organizations are constantly seeking more efficient ways to extract, transform, and load (ETL) data into their data warehouses. Snowflake, is one of the leaders in cloud data warehousing, has traditionally recommended ETL/ELT processes for data ingestion and extraction. However, for organizations building internal data products, there is a new kid on the block: API generation. Here’s the key things to know from this article.

What Is KPI Reporting? KPI Report Examples, Tips, and Best Practices

We’re constantly bombarded by data points and it takes real effort to make sense of them. While having a lot of information is a good thing, it’s easy to get overwhelmed and miss what’s really important. Businesses especially need to be able to sort the wheat from the chaff and assess their data accurately. But, how do you go about this exactly?

Mapbox Snowflake Native App Opens Geospatial Analytics to New Audiences

Geospatial data can give a business a competitive edge — especially when it’s combined with the company’s own data resources. Considering a new store location? You’ll want to analyze not just where your nearest competitors and potential customers are, but also retail footfall numbers, historical traffic patterns, distance from distribution centers, environmental factors, potential delivery times to customers and more. You need geospatial data to make it all happen.

Streamlining Financial Systems with BAI File Integration

Understanding BAI file integration is essential for financial experts looking to optimize data management and reconciliation across banking platforms. Our guide demystifies integrating BAI files into your financial systems, exploring the techniques, benefits, and best practices for a smooth transition that can save time and reduce errors.

How Embedded Analytics Drives Product-Led Growth

Achieving product-led growth (PLG) is a continuous goal for independent software vendors (ISVs) and enterprises aiming to scale efficiently and sustainably. The challenge is differentiating your product enough in a crowded market to retain users, and unlock new revenue streams. Traditional approaches to product-led growth often fall short in meeting the dynamic needs of today's data-driven users, who seek immediate, actionable insights within the applications they use.