The initial and most critical step in any successful data collection process is identifying the specific questions that your data must address. This involves carefully defining your key performance indicators (KPIs) from the outset, ensuring that each piece of data collected is purposeful and directly relevant to your objectives.

By strategically developing these indicators, you can focus your efforts on securing precisely the data you need for your product’s success, while avoiding the accumulation of unnecessary or irrelevant information in your database. Expanding beyond mere collection, this approach facilitates the creation of a streamlined and efficient data ecosystem, enhancing the overall quality and utility of the information gathered. This method not only optimizes data accuracy and relevance but also significantly enhances decision-making processes, leading to more informed strategies and better outcomes for your product

Through meticulous 1:1 reviews of the events collected and hands-on walkthroughs of your product, we ensure that every piece of data gathered is entirely useful and accurate. Quality data begins at the source, and leveraging our extensive experience in quality assurance, we help identify and address all potential edge cases and issues. This proactive approach guarantees that problems are resolved before transitioning to production, ensuring the reliability and integrity of your data. With our expert oversight, you can trust that your data is not just collected but curated to drive meaningful insights and decisions.

We interface with the data platforms you are already using and build extraction scripts to retrieve your data. Once it is extracted we confirm their validity and reprocess all of it into a single data format. We then centralize all the data sources in a single place so it’s ready to be aggregated, analyzed and exported for visualization.

Once the data is imported, we apply a series of filters and processes to clean it. We prepare metadata and lookup tables to join relevant tables and data sources together. We then aggregate the data to whatever level is required to answer specific questions.

Businesses collect impressive amounts of data from numerous sources. In its initial form, raw data doesn’t offer much value without the help of data experts. At Exostatic, we summarize your data into a clear and understandable format to simplify further analysis. Our dashboards allow you to mine into your data to extract the pieces of meaningful information. We also aggregate large amount of data to show trends

We have the knowledge to build from standard to very specific interactive visualizations for all your business needs.

With years of experience in quality assurance, we track down even the most obscure edge cases and offer recommendations to guarantee correct tracking in these cases. Using simple business rules, mathematical models or M.L. models, we can setup processes to warn business users when there is abnormal or poor quality data in their data.

By knowing where the issues are, we can be better prepared to handle edge cases that can’t be easily solved by the team. From duplication of events to missing cases or dates, we will do what it takes to handle even the most complex issues.