Best Operations Management Software for Apache Spark

Sematext Cloud provides all-in-one observability solutions for modern software-based businesses. It provides key insights into both front-end and back-end performance. Sematext includes infrastructure, synthetic monitoring, transaction tracking, log management, and real user & synthetic monitoring. Sematext provides full-stack visibility for businesses by quickly and easily exposing key performance issues through a single Cloud solution or On-Premise.

Style Intelligence from InetSoft is a complete business intelligence platform that empowers companies with the ability to analyze, monitor, report and collaborate on business and operational data coming from different sources in real-time. Its top features include a data mashup Data Block architecture and professional atomic block modeling tool. There is also a database write-back option. Style Intelligence is robust and easy-to-use. It offers granular security, multitenancy support, multiple integrations, and is fully scalable.

TIMi allows companies to use their corporate data to generate new ideas and make crucial business decisions more quickly and easily than ever before. The heart of TIMi’s Integrated Platform. TIMi's ultimate real time AUTO-ML engine. 3D VR segmentation, visualization. Unlimited self service business Intelligence. TIMi is a faster solution than any other to perform the 2 most critical analytical tasks: data cleaning, feature engineering, creation KPIs, and predictive modeling. TIMi is an ethical solution. There is no lock-in, just excellence. We guarantee you work in complete serenity, without unexpected costs. TIMi's unique software infrastructure allows for maximum flexibility during the exploration phase, and high reliability during the production phase. TIMi allows your analysts to test even the most crazy ideas.

Multi-cloud data security with a single pane of glass Industry's first SaaS access governance solution. Cloud is fragmented and data is scattered across different systems. Sensitive data is difficult to access and control due to limited visibility. Complex data onboarding hinders data scientist productivity. Data governance across services can be manual and fragmented. It can be time-consuming to securely move data to the cloud. Maximize visibility and assess the risk of sensitive data distributed across multiple cloud service providers. One system that enables you to manage multiple cloud services' data policies in a single place. Support RTBF, GDPR and other compliance requests across multiple cloud service providers. Securely move data to the cloud and enable Apache Ranger compliance policies. It is easier and quicker to transform sensitive data across multiple cloud databases and analytical platforms using one integrated system.

Complexity is the enemy of security. Simplify and scale fine-grained data access control. Dynamically authorize and audit every query to comply with data security and privacy regulations. Okera integrates seamlessly into your infrastructure – in the cloud, on premise, and with cloud-native and legacy tools. With Okera, data users can use data responsibly, while protecting them from inappropriately accessing data that is confidential, personally identifiable, or regulated. Okera’s robust audit capabilities and data usage intelligence deliver the real-time and historical information that data security, compliance, and data delivery teams need to respond quickly to incidents, optimize processes, and analyze the performance of enterprise data initiatives.

A solution for emergency and incident management in daily operations, crisis and emergency situations. This command, control, and communication (C3) solution combines data analytic technology with social and mobile tech to streamline and integrate the preparation, response and recovery of everyday incidents, emergencies, and disasters. IBM collaborates with governments and public safety agencies worldwide to implement public safety tech solutions. The same technology is used to manage everyday community incidents and respond to crisis situations. This familiarity allows first responders and C3 staff to engage quickly and naturally in response, recovery, and mitigation without the need for special documentation or systems. This incident and emergency management solution integrates data sources and creates a dynamic, nearly real-time geospatial framework to provide a common operating picture.

Data contracts facilitate communication among data teams and developers. Don't only detect problematic changes; prevent them at the level of the application. AI-based asset tracking can detect every change from any data source. Drive adoption of data initiatives through upstream visibility and impact analyses. Data governance is a way to shift both ownership and management of data away from the user. Build data trust by communicating data quality expectations, changes and timely updates. Integrate our AI-driven technology to eliminate data issues at their source. You will find everything you need to ensure your data initiative is a success. Gable is an B2B SaaS data infrastructure that provides a collaborative platform to author and enforce contracts. Data contracts are API-based agreements that are made between software engineers who own the upstream data sources, and data engineers/analysts who consume data for machine learning models and analytics.