Top UST IQ Alternatives

The Corinex Grid Flexibility solution transforms the electric grid into a sophisticated interconnected advanced metering infrastructure (AMI) network, leveraging the existing powerline system to enable swift and secure smart metering, monitoring, provisioning, and management of IoT devices. This groundbreaking technology fosters real-time communication between service providers and consumers, significantly improving energy management capabilities while enabling the collection of live data, outage detection, enhanced demand forecasting, and the execution of timely programs designed to reduce both costs and energy consumption. Built on a G.hn-based Broadband-over-Power-Line (BPL) platform, it integrates edge computing and artificial intelligence at the meter level, promoting autonomous grid operation, supporting over-the-air firmware updates, and ensuring high security and resilience in challenging environments. Additionally, the flexible architecture can handle millions of network components, facilitates virtual metering and outage isolation, automates meter readings, and guarantees seamless integration with grid management applications like GridValue EMS, thus leading to a more intelligent and efficient energy ecosystem. Ultimately, this all-encompassing approach positions the Corinex Grid Flexibility solution as a leader in the evolution of contemporary energy solutions, promising to pave the way for future advancements in the sector.

The extensive collection and examination of data from numerous devices distributed across an urban landscape are essential for a variety of smart grid projects. Ubiik's Advanced Metering Infrastructure (AMI) solution allows utility companies to efficiently collect data from meters and field devices, enabling them to make informed decisions that improve grid stability and enhance resilience. The Head End System (HES) provides adaptable and scalable microservices that facilitate the effective processing and display of real-time information, empowering customers to analyze their meter data and make impactful business decisions. However, the task of gathering extensive data from field meters can prove to be quite daunting, especially when implementing utility-scale systems that encompass hundreds of thousands, if not millions, of smart meters. Each of these meters must reliably transmit and receive data at set intervals or as required from a central controller, ensuring that the information is both accurate and timely for optimal decision-making. This intricate process underscores the necessity of dependable communication systems to sustain the efficiency of smart grid operations. Moreover, as technology evolves, the demand for enhanced data management and communication strategies will continue to grow, further shaping the landscape of smart grids.

ClouESP AMI Software acts as an advanced metering solution designed specifically for utilities to efficiently monitor and interpret smart meter data in almost real-time. By combining head-end system (HES) functionalities with meter data management (MDMS), it enables utilities to improve their management of energy distribution systems, enhance customer interactions, and implement innovative strategies like time-of-use pricing and demand response programs. The software provides automated data collection at adjustable intervals, which captures a variety of critical information including events, power quality, load profiles, relay control, and billing details, while also facilitating remote oversight and management of distribution system devices such as switches, transformers, and capacitor banks. Users gain the advantage of scheduling meter readings and visualizing data through graphical formats organized by meter, manufacturer, transformer, or geographic area, and they can remotely modify meter settings, which include time-of-use configurations, calendars, and voltage thresholds. Additionally, this all-encompassing tool assists utilities in optimizing their operations and adapting promptly to fluctuations in energy demand, thereby supporting a more resilient energy infrastructure. The flexibility and real-time capabilities of ClouESP AMI Software ultimately empower utilities to not only meet current challenges but also prepare for future energy management needs.

Badger Meter offers a wide range of innovative water management solutions designed to optimize operations for water utilities, municipalities, and industrial clients, focusing on flow measurement, water quality monitoring, pressure detection, leak identification, advanced metering infrastructure (AMI), analytics software, and communication technologies that contribute to resource conservation. Their BlueEdge™ suite integrates intelligent measurement instruments, reliable communication systems, data visualization functionalities, and analytical tools to provide essential insights for the management and upkeep of water systems. Key products include various meter types such as ultrasonic, electromagnetic, turbine, compound, vortex, variable area, and differential pressure meters, along with the ORION® series of endpoints, which support AMI and AMR communications through mobile and LTE-M networks, incorporating interval readings and durable multi-day battery life. Additionally, the system offers remote telemetry options for monitoring pressure, flow, and water quality sensors, allowing for thorough oversight of water resources. By implementing these cutting-edge solutions, Badger Meter not only enhances the efficiency of operations but also advocates for sustainable water usage practices among its diverse clientele, ultimately fostering a more responsible approach to water management. The company's commitment to innovation positions it as a leader in the industry.

Landis + Gyr’s Gridstream Meter Data Management System (Core MDMS) is engineered to validate, manage, and supervise data gathered from advanced metering and smart grid technologies, while also preserving vital customer and meter metadata alongside usage and diagnostic details that enhance analytics and operational processes. It employs Validation, Estimation, and Editing (VEE) protocols to uphold data integrity, ensuring that any anomalous readings are identified for further examination or estimated as necessary, and features for virtual metering enable the computation of both aggregated and net energy pertinent to renewable energy projects. The system adeptly accommodates a variety of rate structures through billing determinants that leverage both actual and calculated data values. Event administration and exception management tackle flags and discrepancies in validation that cannot be rectified automatically via VEE protocols. Furthermore, workflow orchestration proficiently oversees interconnected transactions with detailed tracking and reporting functionalities, while automated group management facilitates collaborative actions based on device technology, rate categories, or geographic areas, further optimizing operational efficiency. This extensive approach guarantees that organizations can effectively leverage their data to support strategic decision-making, ultimately leading to improved performance and sustainability in energy management. As a result, companies that utilize this system are better equipped to adapt to the evolving demands of the energy landscape.

Advanced Metering Infrastructure (AMI) has the potential to transform business operations and elevate customer service experiences. Yet, traditional AMI solutions frequently entail expensive meter data management (MDM) systems, which can be burdensome to deploy, run, and maintain, thus limiting the effective utilization of AMI data. Utegration’s MeterData4U emerges as a cutting-edge AMI solution, seamlessly merging AMI and customer information systems (CIS) into a single, advanced, patented platform. This integration simplifies the architectural framework and enhances business processes, allowing utility companies to innovate more affordably while cultivating meaningful customer interactions. With SAP-certified integration, MeterData4U offers a dependable investment, providing a holistic view of metering, billing, and customer data. Additionally, it delivers outstanding insights into daily operations and sophisticated analytical capabilities. By optimizing processes and minimizing the need for manual interventions, MeterData4U drastically reduces response times for customer inquiries, thereby boosting overall efficiency and customer satisfaction. Consequently, utilities can harness technological advancements to foster a more responsive and engaged customer service experience, ultimately leading to stronger relationships with their clientele.

To enhance decision-making efficiency and effectiveness at various organizational levels, it is crucial to utilize a robust suite of automation tools, scalability options, statistical knowledge, and transparency, all informed by our extensive global experience with utilities. As the energy grid undergoes continuous transformation, employing a forecasting platform capable of processing large data sets is vital for generating insights that penetrate down to the circuit level. SAS Energy Forecasting has proven its effectiveness in delivering comprehensive insights derived from these vast data pools. By offering results that are repeatable, scalable, traceable, and defensible, this solution markedly improves forecasting accuracy across numerous locations and levels of data aggregation. The forecasts generated are not only transparent and thoroughly documented but also enhance communication between internal teams and external stakeholders, thus helping to mitigate the risk of incurring substantial regulatory fines. Additionally, leveraging all available data enables the optimization of investments in smart meters and advanced metering infrastructure, which in turn leads to enhanced operational outcomes. This holistic strategy guarantees that utilities remain responsive and well-informed in an ever-evolving energy environment, ensuring they can adapt to changes swiftly and efficiently. By prioritizing these advanced methods and tools, organizations can position themselves favorably for future challenges in the energy sector.

Fluentgrid MDMS enables utility companies to fully leverage meter data across their operations by proficiently managing information collected from meters and various devices within the smart-grid ecosystem. The system systematically loads, validates, organizes, and stores this data, making it easily accessible for both internal and external downstream applications used by the utility. It includes vital features for Validation, Estimation, and Editing (VEE), along with functionalities for data aggregations, event subscriptions, bill determinants, and the execution of AMI rollout initiatives. As a true commercial off-the-shelf (COTS) solution, Fluentgrid MDMS can be rapidly integrated with prominent meter head-ends in targeted markets. Furthermore, the platform operates in real time, enabling it to identify anomalies, detect inefficiencies, forecast future demand, and send automated alerts and notifications that assist in resolving issues promptly. This all-encompassing strategy not only boosts operational efficiency but also greatly enhances customer satisfaction by ensuring precise billing and reliable service delivery. Ultimately, Fluentgrid MDMS stands out as a pivotal tool in transforming utility operations for the better.

Trilliant provides dependable and flexible solutions for smart grids and urban environments, utilizing a multi-layer platform that is device-agnostic and designed to improve connectivity, foster sustainability, enhance public safety, address Industrial Internet of Things (IIoT) challenges, and offer customers worldwide outstanding technological options. This innovative platform enables energy providers, utility companies, and local governments to choose only the essential services and solutions they need, integrating them into a single comprehensive system that includes communications, analytics, data services, advanced metering infrastructure for electricity and water, distribution automation, demand response capabilities, the Prime Energy Suite, IIoT applications, sub-metering, and smart outdoor lighting. Furthermore, it supports integration across wide area, neighborhood area, and cellular networks, ensuring seamless meter integration that works smoothly across diverse devices without limiting users to a specific vendor, which significantly enhances operational flexibility. By adopting this holistic strategy, stakeholders are empowered to design customized solutions that align perfectly with their unique requirements while upholding a strong focus on innovation and operational efficiency. Ultimately, this adaptability allows organizations to respond effectively to evolving demands in a rapidly changing technological landscape.

The ElectSolve platform transforms the complexities of managing extensive data challenges associated with near real-time AMI and IoT data into valuable opportunities. After investing heavily in AMI meters, ElectSolve launched crucial software to address the universal "Meter to Cash" requirements of utility companies via the ElectSolve MDM, which automates revenue generation from AMI data. Over the years, we have evolved our fundamental AMI data delivery for "Meter to Cash" into a robust collection of interoperable, operational, and analytical Value-Added Modules (VAMs), leading to what we now call the ElectSolve M&ODM. This upgraded platform not only provides visibility across various departments but also delivers precise and instant energy consumption data in a user-friendly manner. By leveraging technologies that work together seamlessly, ElectSolve offers actionable analytics that enable utilities to make well-informed decisions and enhance operational efficiency. Ultimately, our innovative approach equips utilities with the tools necessary to thrive in an ever-changing landscape.

GridOS is an innovative software platform designed specifically for grid orchestration, enabling utility companies to effectively navigate the energy transition by providing sophisticated tools that simplify the challenges of a sustainable energy grid while improving reliability, resilience, and security amidst the growing integration of renewable energy sources, the rise of distributed energy resources (DER), severe weather conditions, and cyber threats. This extensive suite includes a robust array of interconnected solutions that deliver real-time analytics, optimization, and control over transmission, distribution, market dynamics, and DER ecosystems. Furthermore, the GridOS Data Fabric seamlessly integrates and contextualizes both decentralized grid information and IT/OT data through efficient metadata cataloging and federation, supporting various functionalities such as outage management, predictive analytics, grid automation, and compliance monitoring, all without the need for programming expertise. As a result, GridOS serves not only as an essential tool for utilities but also empowers them to excel in an increasingly intricate energy environment while adapting to emerging challenges.

To address the changing needs of the future, it is essential for utilities to be equipped and ready to tackle upcoming challenges. Connexo provides an effective solution by seamlessly integrating utility intelligence with innovative "self-healing" optimization within a single, forward-thinking application, offering a holistic view of your investments in advanced metering infrastructure (AMI). What distinguishes Connexo is its ability to transform data collection and analysis into a foundation for obtaining deeper insights. Building on this, Videre enhances the process by converting those insights into actionable solutions that can be implemented right away. Utilizing cutting-edge technology and the synergy of data along with UAVs, routine inspections, predictive maintenance, and element management are now performed with greater efficiency and reliability. The advanced analytics offered by this system generate actionable insights that support thorough investigations and assist in recovering lost revenue. Furthermore, it facilitates the operation of mesh networks to promote data collection, which not only improves optimization but also enhances communication, ensuring that utilities can flourish in a more complex environment. This integration of capabilities not only empowers utilities to optimize their investments but also equips them to face unforeseen challenges with confidence and resilience. As a result, the future of utilities is looking brighter, with enhanced strategies in place to meet the demands of tomorrow.

Landis+Gyr AIM is a comprehensive smart metering software solution designed to help energy companies efficiently collect, manage, and analyze metering data across complex, multi-utility environments. Central to the Gridstream Connect offering, AIM integrates smart meters with flexible communication networks, advanced software tools, and extensive service support to deliver a seamless metering infrastructure. Its modular, open design ensures adaptability in a rapidly changing energy market, supporting automated task flows, data validation, and flexible data formats. The system excels in multi-energy metering, enabling utilities to manage diverse energy sources with a single platform. Through proprietary interfaces and adherence to standards like IEC61968-9, AIM ensures interoperability and bi-directional communication with third-party devices and systems, promoting integration and data sharing. The software also offers value-added features such as deployment management and detailed reporting capabilities. Proven over decades, Landis+Gyr AIM supports more than two million metering points across Europe, the Middle East, and Africa. This scalability and reliability make it a trusted choice for utility providers looking to modernize their metering infrastructure. By enhancing network management and business processes, AIM empowers utilities to respond efficiently to market demands and regulatory requirements. Overall, it offers a future-proof platform that balances flexibility, efficiency, and operational control.

UtilityIQ (UIQ) provides a robust software suite specifically designed for utility operators, equipped with applications that streamline the collection and management of AMI meter consumption information. Key components of this suite include the Advanced Metering Manager (AMM) and the Meter Program Configurator (MPC), which together deliver secure and adaptable solutions that improve meter reading, management, and analytics across multiple metrics like power quality, meter status, and peak pricing. These innovative tools play a crucial role in enhancing operational efficiency and guaranteeing precise data management within the utility industry. Furthermore, the integration of these applications allows for better decision-making and resource allocation, ultimately contributing to improved service delivery to customers.

The Advanced Meter Infrastructure (AMI) system serves as a crucial component for the modernization of the utility supply chain. Fluentgrid AMI™ can be easily set up to integrate with top metering vendors, enabling utilities to expedite AMI deployments and fully harness its advantages in areas like distribution planning, Demand Side Management, Outage Management, Customer Service, and Operations. Additionally, Fluentgrid's comprehensive AMI suite, which consists of UHES (User Handling End System), MDMS (Member Distribution Management System), a Consumer Portal, Mobile Applications, DSM, and DR, enhances our premier revenue and customer management solution, Fluentgrid CIS, providing a seamless experience for utilities. By implementing this advanced infrastructure, utilities can significantly improve their operational efficiency and service delivery to customers.

WECO Software Solutions presents WATT-Net Test and Asset Management Software, a versatile and scalable tool designed for utilities of all types and sizes. Developed by specialists in metering, WATT-Net combines powerful features with ease of use, offering a complete solution for both meter testing facilities and field operations. This software guarantees comprehensive lifecycle management for all metering assets, fulfilling testing and energy measurement demands while seamlessly integrating meter test data with RADIAN hardware solutions to improve reliability and extend the longevity of metering devices. Its modular architecture is built on a secure and stable foundation, enabling adaptability to changing utility business regulations and effective scaling as new features are incorporated. Furthermore, the database and administration module serves as a central management hub, allowing various workstations to work together on configuration while streamlining server management to enhance enterprise efficiency—ultimately driving better operational performance. This robust system not only meets the current needs of utilities but also proactively addresses future asset management challenges, ensuring sustainable growth and innovation in the industry. As utilities continue to evolve, WATT-Net stands ready to support their journey toward greater efficiency and effectiveness in managing metering assets.

Siemens Grid Software supports the transition to sustainable power grids by providing grid operators with crucial tools to shape a greener energy future. As part of the Siemens Xcelerator for Grids suite, it is instrumental in the digital transformation initiatives of energy utilities. The software encompasses solutions like Spectrum Power, a globally recognized grid management system designed to alleviate the complexities of modern grid operations by offering resilience, dependability, modularity, scalability, openness, interoperability, and strong cybersecurity features. In terms of high-voltage transmission, this software not only bolsters supply security but also enhances market efficiency through sophisticated tools and analytical insights. It adeptly addresses major disruptive forces such as decentralization, decarbonization, and digitalization, thus providing operators with the insights and support needed to respond effectively to evolving grid demands. Moreover, the seamless integration of these advanced capabilities guarantees that grid operators are well-equipped to meet the challenges presented by the energy landscape of tomorrow, ensuring they can operate with confidence and security as they navigate this dynamic environment.

We provide a holistic solution to the utility management challenges that emerging markets encounter. By ensuring you tackle uncollected payments effectively, you can also optimize your revenue collection processes. With our system, you can recover as much as 75% of your losses, experiencing immediate financial benefits once implemented. Our AI-driven real-time load management insights empower you to shape the demand curve effectively. Our diverse pricing plans cater to the various needs of your utility company. You can choose SmaaS to facilitate a smooth transition with minimal upfront costs while gaining instant access to our platform. With Pylon, you can put in place a comprehensive advanced metering infrastructure that encompasses all necessary hardware, software, and communication systems. In 2017, our founders came together, recognizing the profound challenges faced by the utility sector, and they committed themselves to tackling these issues head-on. Their efforts led to the creation of a revolutionary solution that transforms traditional water and electricity providers into efficient, interoperable, and data-driven smart utilities. This innovative strategy not only boosts operational efficiency but also enhances the ability of utilities to serve their communities more effectively while fostering sustainable growth in the sector.

EcoStruxure Building Operation delivers crucial insights that improve building management and optimization, enhance engineering productivity, and meet increasing cybersecurity and compliance challenges. Within the EcoStruxure framework, intelligent buildings necessitate the seamless integration of diverse systems and easy access to IoT devices. The platform's open and secure integration architecture encourages collaboration with external systems, facilitating the creation of innovative customized solutions. It is built to inherently support popular open protocols from the outset. This design ensures that future-ready buildings can effortlessly adapt to emerging technological advancements while maximizing operational effectiveness, improving comfort and productivity, and elevating overall property value. Serving as an open innovation platform for smart buildings, EcoStruxure Building offers a collaborative IoT solution that is not only scalable and secure but also possesses a global footprint, ensuring that tomorrow's buildings are interconnected, remarkably efficient, and truly sustainable. Through its all-encompassing methodology, EcoStruxure Building Operation empowers clients to convert their facilities into intelligent environments that flourish through connectivity and creativity, fostering a culture of ongoing improvement and adaptation.

ABB offers Grid Automation Solutions that include pre-assembled, factory-tested automation cabinets intended for secondary substations, which can be utilized in both indoor and outdoor settings. These cabinets come equipped with vital protection and control components, including the Relion REC615, RIO600 I/O units, Arctic wireless gateways (ARx600), third-party RTUs, batteries, chargers, and I/O terminals, all pre-wired to simplify the integration process. Referred to as "GA boxes," they enable seamless integration into ABB's compact secondary substations, promoting the swift establishment of digital substations that improve the efficiency and reliability of smart grid systems. ABB's products are suitable for a range of projects, addressing both new greenfield initiatives and brownfield enhancements, and meeting diverse needs from basic monitoring to advanced measurement, protection, control, and automation functionalities. Furthermore, the solutions incorporate secure wireless communication, allowing substations to connect with control centers or DMS systems via public mobile networks, thus providing modern connectivity and improving operational effectiveness. This adaptability empowers clients to choose the solutions that best fit their unique requirements, underscoring ABB's dedication to pioneering and dependable grid automation technology. The combination of these features not only enhances operational capabilities but also positions ABB as a leader in the evolution of smart grid infrastructure.

enSights.ai operates as a centralized platform powered by artificial intelligence for the management of assets, focusing on the optimization of clean energy by effectively collecting, storing, and analyzing digital assets in a synchronized real-time environment. This cutting-edge solution seamlessly interfaces with a diverse array of equipment, such as inverters, loggers, weather data systems, SCADA, DAS, revenue-grade meters, photovoltaic installations, wind turbines, storage batteries, electric vehicle charging stations, smart meters, and more, all without requiring additional hardware, while also allowing integration with multiple vendors via remote connectors. Utilizing sophisticated digital twin technology combined with AI and machine learning algorithms, enSights facilitates extensive data ingestion, thorough data cleansing, and real-time monitoring, thereby delivering in-depth performance and financial analytics, maintenance management complete with ticketing, customer relationship management, billing systems, financial oversight, and comprehensive reporting, all aimed at ensuring operational excellence and fostering sustainable growth. Users benefit from AI-driven diagnostics, comprehensive root-cause analysis, automated alerts for proactive management, SLA tracking, tailored CRM profiles, intuitive user interfaces, and support for electric vehicle charging through OCPP 1.6j. This innovative methodology not only boosts operational efficacy but also enhances profitability in the dynamic realm of clean energy management, ensuring that users remain competitive and responsive to market changes. By providing a holistic view of energy assets, enSights.ai empowers organizations to make data-driven decisions that lead to more sustainable practices and improved financial outcomes.

Apache Doris is a sophisticated data warehouse specifically designed for real-time analytics, allowing for remarkably quick access to large-scale real-time datasets. This system supports both push-based micro-batch and pull-based streaming data ingestion, processing information within seconds, while its storage engine facilitates real-time updates, appends, and pre-aggregations. Doris excels in managing high-concurrency and high-throughput queries, leveraging its columnar storage engine, MPP architecture, cost-based query optimizer, and vectorized execution engine for optimal performance. Additionally, it enables federated querying across various data lakes such as Hive, Iceberg, and Hudi, in addition to traditional databases like MySQL and PostgreSQL. The platform also supports intricate data types, including Array, Map, and JSON, and includes a variant data type that allows for the automatic inference of JSON data structures. Moreover, advanced indexing methods like NGram bloomfilter and inverted index are utilized to enhance its text search functionalities. With a distributed architecture, Doris provides linear scalability, incorporates workload isolation, and implements tiered storage for effective resource management. Beyond these features, it is engineered to accommodate both shared-nothing clusters and the separation of storage and compute resources, thereby offering a flexible solution for a wide range of analytical requirements. In conclusion, Apache Doris not only meets the demands of modern data analytics but also adapts to various environments, making it an invaluable asset for businesses striving for data-driven insights.

The BEACON Software as a Service (SaaS), hosted in the cloud, presents a thorough solution for managing utilities and engaging consumers, effectively meeting requirements such as meter reading, proactive exception management, and comprehensive reporting. Utilizing cutting-edge ORION endpoints, the BEACON SaaS gathers interval meter reading data via different communication technologies, including cellular, fixed networks, and mobile options, providing 15-minute interval data up to four times daily. This system equips users with extensive analytics and a holistic view of the effectiveness of water utilities and metering systems. Users enjoy immediate access to metering data and system alerts through an intuitive interface that offers a range of customizable reporting options. Furthermore, it enhances proactive exception management by dispatching timely alerts and real-time notifications, allowing for swift resolution of operational and customer service issues. With APIs that enable seamless integration with customer information systems (CIS), billing procedures, and other utility platforms, BEACON SaaS emerges as a versatile cloud-based solution. Moreover, its innovative design not only boosts operational efficiency but also fosters improved customer satisfaction through effective engagement approaches. This dual focus on functionality and user experience positions BEACON SaaS as a leader in utility management solutions.

KX Insights functions as a cloud-centric platform that continuously delivers vital real-time performance analytics and actionable intelligence. By harnessing sophisticated methodologies, including complex event processing, rapid analytics, and machine learning interfaces, it enables rapid decision-making and automates event responses in mere milliseconds. The transition to cloud infrastructure involves not just storage and computational flexibility but also a comprehensive range of components: data, tools, development, security, connectivity, operations, and maintenance. KX empowers organizations to leverage this cloud capability, allowing them to make well-informed and insightful decisions by seamlessly incorporating real-time analytics into their operational strategies. Furthermore, KX Insights complies with industry standards, fostering openness and compatibility with various technologies, thereby speeding up the delivery of insights in a financially efficient way. Its architecture, built on microservices, is optimized for the efficient capture, storage, and processing of high-volume and high-velocity data, utilizing recognized cloud standards, services, and protocols to guarantee peak performance and scalability. This forward-thinking approach not only boosts operational efficiency but also equips businesses to adapt quickly to evolving market conditions, enhancing their competitive edge. By embracing these innovative solutions, organizations can better position themselves for future growth and success.

Informatica's AI-enhanced Data Engineering Streaming revolutionizes the way data engineers can ingest, process, and analyze real-time streaming data, providing critical insights. The platform's sophisticated serverless deployment feature and built-in metering dashboard considerably alleviate the administrative workload. With the automation capabilities powered by CLAIRE®, users are able to quickly create intelligent data pipelines that incorporate functionalities such as automatic change data capture (CDC). This innovative solution supports the ingestion of a vast array of databases, millions of files, and countless streaming events. It proficiently manages these resources for both real-time data replication and streaming analytics, guaranteeing a continuous flow of information. Furthermore, it assists in discovering and cataloging all data assets across an organization, allowing users to intelligently prepare trustworthy data for advanced analytics and AI/ML projects. By optimizing these operations, organizations can tap into the full value of their data assets more efficiently than ever before, leading to enhanced decision-making capabilities and competitive advantages. This comprehensive approach to data management is transforming the landscape of data engineering and analytics.

VeloDB, powered by Apache Doris, is an innovative data warehouse tailored for swift analytics on extensive real-time data streams. It incorporates both push-based micro-batch and pull-based streaming data ingestion processes that occur in just seconds, along with a storage engine that supports real-time upserts, appends, and pre-aggregations, resulting in outstanding performance for serving real-time data and enabling dynamic interactive ad-hoc queries. VeloDB is versatile, handling not only structured data but also semi-structured formats, and it offers capabilities for both real-time analytics and batch processing, catering to diverse data needs. Additionally, it serves as a federated query engine, facilitating easy access to external data lakes and databases while integrating seamlessly with internal data sources. Designed with distribution in mind, the system guarantees linear scalability, allowing users to deploy it either on-premises or as a cloud service, which ensures flexible resource allocation according to workload requirements, whether through the separation or integration of storage and computation components. By capitalizing on the benefits of the open-source Apache Doris, VeloDB is compatible with the MySQL protocol and various functions, simplifying integration with a broad array of data tools and promoting flexibility and compatibility across a multitude of environments. This adaptability makes VeloDB an excellent choice for organizations looking to enhance their data analytics capabilities without compromising on performance or scalability.

KX Streaming Analytics provides an all-encompassing solution for the ingestion, storage, processing, and analysis of both historical and time series data, guaranteeing that insights, analytics, and visual representations are easily accessible. To enhance user and application efficiency, the platform includes a full spectrum of data services such as query processing, tiering, migration, archiving, data protection, and scalability. Our advanced analytics and visualization capabilities, widely adopted in finance and industrial sectors, enable users to formulate and execute queries, perform calculations, conduct aggregations, and leverage machine learning and artificial intelligence across diverse streaming and historical datasets. Furthermore, this platform is adaptable to various hardware setups, allowing it to draw data from real-time business events and substantial data streams like sensors, clickstreams, RFID, GPS, social media interactions, and mobile applications. Additionally, KX Streaming Analytics’ flexibility empowers organizations to respond dynamically to shifting data requirements while harnessing real-time insights for strategic decision-making, ultimately enhancing operational efficiency and competitive advantage.

Trino is an exceptionally swift query engine engineered for remarkable performance. This high-efficiency, distributed SQL query engine is specifically designed for big data analytics, allowing users to explore their extensive data landscapes. Built for peak efficiency, Trino shines in low-latency analytics and is widely adopted by some of the biggest companies worldwide to execute queries on exabyte-scale data lakes and massive data warehouses. It supports various use cases, such as interactive ad-hoc analytics, long-running batch queries that can extend for hours, and high-throughput applications that demand quick sub-second query responses. Complying with ANSI SQL standards, Trino is compatible with well-known business intelligence tools like R, Tableau, Power BI, and Superset. Additionally, it enables users to query data directly from diverse sources, including Hadoop, S3, Cassandra, and MySQL, thereby removing the burdensome, slow, and error-prone processes related to data copying. This feature allows users to efficiently access and analyze data from different systems within a single query. Consequently, Trino's flexibility and power position it as an invaluable tool in the current data-driven era, driving innovation and efficiency across industries.

The Fluentgrid Smart Meter Operations Center (SMOC) is designed on the Actilligence platform, offering immediate insights into the status of smart meter deployments, supply conditions, and network health. It also tracks consumer complaints and the availability of field personnel, among other factors. Additionally, the network monitoring system plays a crucial role in preventing security threats, while smart meter analytics are instrumental in identifying any irregularities. This integrated approach enhances operational efficiency and ensures a more reliable smart metering infrastructure.

GE's Network Outage Management is an essential component of the e-terradistribution suite, functioning as a comprehensive Trouble Call and Outage Management System. This system equips operators to manage both unexpected and planned network outages within a unified environment that merges Switching Operations, SCADA, Automated Metering Data, Crew Tracking, and Real-Time Network Analysis. From the initial report of a fault through the processes of forecasting, crew assignment, and executing restoration switching, up to the restoration of normal operations, dispatchers are provided with an integrated view of the network. Every step in this process is underpinned by well-structured information, allowing dispatchers to efficiently oversee outages while remaining cognizant of other network activities in progress. Furthermore, Grid Solutions, a division of GE Renewable Energy, employs over 13,000 individuals worldwide, dedicated to delivering a variety of equipment, systems, and services tailored to meet the needs of power utilities and various industries. This deep commitment to innovation and exceptional customer service solidifies Grid Solutions' reputation as a front-runner in the energy industry. Their ongoing focus on technological advancements ensures they remain at the forefront of providing reliable energy solutions.