Calculating log analytics ROI is often complicated. For many teams, this technology can be a cost center. Depending on your platform, the cost of a log management solution can quickly add up. For example, many organizations use solutions like the ELK stack because the initial startup costs are low. Yet, over time, costs can creep up for many reasons, including the volume of data collected and ingested per day, required retention periods, and the associated personnel needed to manage the deployment.

insightsoftware is a global provider of reporting, analytics, and performance management solutions, empowering organizations to unlock business data and transform the way finance and data teams operate. In today’s data-driven world, application and development teams are facing a growing demand to empower their users with greater decision intelligence. This means equipping users with the tools and insights they need to make informed choices.

The presentation of data is crucial, and altering its visualization, even when utilizing identical datasets, can significantly enhance our understanding. Consider, for instance, the evolution of app version visualization throughout a recent Countly product development cycle.

You can now query Delta Lake tables stored in Cloud Storage or Amazon Web Services S3 directly from BigQuery, without exporting or copying the data.

BigQuery supports multimodal embedding generation via Vertex AI models, and for structured data with PCA, Autoencoder or Matrix Factorization models.