Sumo Logic announced a number of new innovations designed to extend machine learning and insights to new teams and use cases across the enterprise.

Specifically:

- Sumo Industry Insights – Sumo Logic’s ‘State of Modern Applications and DevSecOps in the Cloud’ report, now in its third year, provides an unparalleled view into how the world’s most innovative companies are adopting the latest application technologies.

- Sumo Community Insights – Sumo Logic is introducing Sumo Community Insights, which will deliver the industry’s first real-time operational and security insights leveraging machine-learning powered algorithms that uncover global key performance indicators (KPIs) and key risk indicators (KRIs) from the Sumo Logic user community. This will allow organizations to benchmark and compare their own technology decisions and performance against the leading adopters of modern application stacks.This program will inform customers in every part of their development, production and security lifecycles to optimize costs and efficiencies. Example use cases include choosing the right cloud services for their unique needs, benchmarking system and application performance, and analyzing trends and anomalies across peers.

- Sumo Data Science Insights – Sumo Logic is announcing a new open source integration with Jupyter and Apache Zeppelin notebooks that empowers data science teams to build and train machine learning algorithms and models using valuable machine data extracted by the Sumo Logic platform.

Sumo Logic also unveiled a number of new enhancements to help users optimize IT operations, infrastructures and applications with real-time insights, to move from reactive to proactive monitoring and troubleshooting, including:

- Open Platform APIs – new platform APIs will give Sumo Logic customers fine-grained control over the robust role-based access control (RBAC) framework and over the updated content management functionality. This will allow users to automate key configuration tasks like adding new users and permissions.

- Search Templates – empower non-expert users outside of engineering and IT teams such as customer support and product management, to leverage Sumo Logic’s powerful analytics without learning the query language.

- Automatic Rollups for Logs to Metrics – allow users to extract business KPIs from logs at the granularity that makes sense from a cost-to-value perspective. Take millions of customer measurements from logs and cost-effectively convert them to high performance metrics for long-term trending and analysis.