Compare Google Cloud Dataflow vs. Intergraph Smart Laser Data Engineer

StarTree Cloud is a fully-managed real-time analytics platform designed for OLAP at massive speed and scale for user-facing applications. Powered by Apache Pinot, StarTree Cloud provides enterprise-grade reliability and advanced capabilities such as tiered storage, scalable upserts, plus additional indexes and connectors. It integrates seamlessly with transactional databases and event streaming platforms, ingesting data at millions of events per second and indexing it for lightning-fast query responses. StarTree Cloud is available on your favorite public cloud or for private SaaS deployment. StarTree Cloud includes StarTree Data Manager, which allows you to ingest data from both real-time sources such as Amazon Kinesis, Apache Kafka, Apache Pulsar, or Redpanda, as well as batch data sources such as data warehouses like Snowflake, Delta Lake or Google BigQuery, or object stores like Amazon S3, Apache Flink, Apache Hadoop, or Apache Spark. StarTree ThirdEye is an add-on anomaly detection system running on top of StarTree Cloud that observes your business-critical metrics, alerting you and allowing you to perform root-cause analysis — all in real-time.

Big Data Quality must always be verified to ensure that data is safe, accurate, and complete. Data is moved through multiple IT platforms or stored in Data Lakes. The Big Data Challenge: Data often loses its trustworthiness because of (i) Undiscovered errors in incoming data (iii). Multiple data sources that get out-of-synchrony over time (iii). Structural changes to data in downstream processes not expected downstream and (iv) multiple IT platforms (Hadoop DW, Cloud). Unexpected errors can occur when data moves between systems, such as from a Data Warehouse to a Hadoop environment, NoSQL database, or the Cloud. Data can change unexpectedly due to poor processes, ad-hoc data policies, poor data storage and control, and lack of control over certain data sources (e.g., external providers). DataBuck is an autonomous, self-learning, Big Data Quality validation tool and Data Matching tool.

ANSI SQL allows you to analyze petabytes worth of data at lightning-fast speeds with no operational overhead. Analytics at scale with 26%-34% less three-year TCO than cloud-based data warehouse alternatives. You can unleash your insights with a trusted platform that is more secure and scales with you. Multi-cloud analytics solutions that allow you to gain insights from all types of data. You can query streaming data in real-time and get the most current information about all your business processes. Machine learning is built-in and allows you to predict business outcomes quickly without having to move data. With just a few clicks, you can securely access and share the analytical insights within your organization. Easy creation of stunning dashboards and reports using popular business intelligence tools right out of the box. BigQuery's strong security, governance, and reliability controls ensure high availability and a 99.9% uptime SLA. Encrypt your data by default and with customer-managed encryption keys

Cloud-based solution for observability that helps businesses manage and track workload and performance through a single dashboard. Monitor all the services you run on your cloud without compromising cost, granularity or scale. Groundcover is a cloud-native APM solution that makes observability easy so you can focus on creating world-class products. Groundcover's proprietary sensor unlocks unprecedented granularity for all your applications. This eliminates the need for costly changes in code and development cycles, ensuring monitoring continuity.

Automate data modeling and code generation with AnalyticsCreator. Transform ETL automation, data warehouse optimization, and analytics pipeline development by automating the creation of dimensional models, data marts, and data vault architectures. Seamlessly integrate with platforms like MS Fabric, PowerBI, and Snowflake. Key features include automated documentation, lineage tracking, schema evolution, and data quality testing frameworks. AnalyticsCreator reduces development time by 80% by automating repetitive tasks. It supports modern data engineering workflows, including CI/CD and agile methodologies. Key differentiators are metadata management automation, intelligent schema handling, version control integration, and automated testing frameworks that ensure robust data quality and governance. AnalyticsCreator enables rapid development and deployment of analytics solutions while maintaining high standards of quality and efficiency. Its comprehensive approach to data pipeline automation makes it an essential tool for organizations aiming to streamline their analytics processes and achieve faster, more reliable results.

Looker reinvents the way business intelligence (BI) works by delivering an entirely new kind of data discovery solution that modernizes BI in three important ways. A simplified web-based stack leverages our 100% in-database architecture, so customers can operate on big data and find the last mile of value in the new era of fast analytic databases. An agile development environment enables today’s data rockstars to model the data and create end-user experiences that make sense for each specific business, transforming data on the way out, rather than on the way in. At the same time, a self-service data-discovery experience works the way the web works, empowering business users to drill into and explore very large datasets without ever leaving the browser. As a result, Looker customers enjoy the power of traditional BI at the speed of the web.

Ganttic is a flexible drag-and-drop scheduler for resource planning. Its resource-centric Gantt charts provide a holistic view of your equipment, personnel, facilities, and vehicles, providing a clear understanding of who or what is engaged and when. Beyond its scheduling capabilities, Ganttic enables a deeper level of resource management and project portfolio oversight. Harness the power to optimize resource utilization, generate detailed reports, and establish project or resource-breakdown structures that streamline the planning process. Unlimited Custom Views help segment large resource pools, giving different managers the power to organize their teams and departments according to their own needs. Create unique data fields to incorporate data that matters, and ensuring the right resource is booked for the job. Easily share Views to facilitate collaboration among teams and stakeholders, while notifications, calendar syncs, and a mobile app keep the right individuals informed of any changes. With unlimited user access in all subscriptions, everyone stays up to date. Take advantage of a free 14 day trial with complimentary training and onboarding from our dedicated support team.

The AI-powered platform enables unified security and network. AI-powered data and threat protection minimizes human error and increases the speed of detection. AI-powered networks improve user and app experiences, as well as performance and reliability. Reduce your TCO with a converged infrastructure that simplifies your infrastructure and reduces point products sprawl, fragmented operation, and complex management. VersaONE offers seamless connectivity and unified protection for all users, devices and locations, including offices, branches and edge locations. It provides secure access to all of your workloads, cloud applications, and wireless networks from a single platform. This ensures that data and resources can be accessed and secured across any network, whether it is WAN, WLAN, cellular, or satellite. This unified platform approach simplifies network management and reduces complexity while enhancing security. It meets the demands of modern IT environments.

Google Cloud is an online service that lets you create everything from simple websites to complex apps for businesses of any size. Customers who are new to the system will receive $300 in credits for testing, deploying, and running workloads. Customers can use up to 25+ products free of charge. Use Google's core data analytics and machine learning. All enterprises can use it. It is secure and fully featured. Use big data to build better products and find answers faster. You can grow from prototypes to production and even to planet-scale without worrying about reliability, capacity or performance. Virtual machines with proven performance/price advantages, to a fully-managed app development platform. High performance, scalable, resilient object storage and databases. Google's private fibre network offers the latest software-defined networking solutions. Fully managed data warehousing and data exploration, Hadoop/Spark and messaging.

Code3 Strategist helps you use data effectively to improve your agency’s resilience and future-readiness, by helping you answer three questions: • What Is? - easily build custom reports that provide sophisticated analyses of every aspect of current and historical operations—improving efficiency and effectiveness for performance monitoring, quality improvement, budget justification and accreditation. • What Next? – Analyze historical growth and build well-supported and -documented scenarios for future workload based on anticipated changes in your service area. • What If? – evaluate alternate deployment models with precise simulation tools to identify effective strategies for handling current challenges and anticipated growth: new/relocated stations, apparatus placement, staffing, scheduling/peak units, cross-staffing, auto/mutual aid, detailed dispatch policies, street network changes and other aspects of operations. Evaluate impacts on all aspects of response time, workload, reliability and service delivery. Vivid, easily-understood graphics let you tell your story clearly and powerfully to stakeholders; all analytics support complete auditability, transparency and data exploration.