UST IQ Description
UST IQ for AMI Analytics streamlines the entire data engineering process, managing everything from the ingestion of large-scale, high-frequency metering data to delivering comprehensive insights, allowing AMI business operations to prioritize essential decision-making over IT infrastructure concerns. It efficiently collects both real-time and historical data, including meter readings, events, alarms, GIS information, and external data sources, and transforms this information into query-ready formats using a cloud-native, microservices architecture. This setup supports self-service querying, location-aware and role-specific analytics, and proactive exception management, providing operations teams with crucial insights regarding network anomalies, meter performance, outages, and environmental data such as seismic activity or weather patterns. By doing so, it enhances the ability to optimize field crew deployment, avert expensive failures, and improve restoration efforts. The system processes vast quantities of data, handling hundreds of millions of records each day through low-latency micro-batching, typically in 5-minute intervals, while also offering features like 30-day rolling averages and alert-triggered notifications to further support operational efficiency. This comprehensive approach not only accelerates data processing but also ensures that actionable insights are readily available when needed, ultimately leading to improved operational effectiveness.
UST IQ Alternatives
Clazar
Clazar is the modern Cloud Sales Acceleration Platform designed for cloud Go-to-Market teams looking to unlock faster growth through AWS, Microsoft Azure, and Google Cloud marketplaces. Built to simplify and scale marketplace revenue, Clazar brings every step of the cloud commerce journey into a single unified system, from marketplace listing creation and offer management to co-selling execution, usage metering, invoicing, and revenue reconciliation. Cloud GTM teams can operationalize marketplace deals with zero manual overhead while accelerating sales cycles and improving financial accuracy.
Clazar integrates seamlessly with Salesforce and HubSpot, allowing sales, partnerships, RevOps, and finance teams to manage marketplace and co-sell motions directly within their existing workflows. ISVs can quickly publish listings, generate private offers in minutes, automate approvals and governance processes, and manage contracts end-to-end without jumping between disconnected tools. With real-time dashboards and analytics, revenue teams gain complete visibility into pipeline performance, billing status, payouts, and cash flow across every cloud marketplace channel.
Enterprise-ready by design, Clazar offers robust governance controls, industry-leading security compliance, and a powerful embedded automation builder to help organizations scale marketplace operations efficiently and confidently. Trusted by 300+ high-growth companies, including Pinecone, Perplexity, Confluent, Supabase, and Secureframe, Clazar is the platform powering the next generation of cloud marketplace success.
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Kubit
Warehouse-Native Customer Journey Analytics—No Black Boxes. No Limits.
Kubit is the leading customer journey analytics platform, built for product, data, and marketing teams who need self-service insights, real-time visibility, and full control of their data—all without engineering dependencies or vendor lock-in.
Unlike traditional analytics tools, Kubit is warehouse-native, enabling you to analyze user behavior directly in your cloud data platform (Snowflake, BigQuery, or Databricks). No data extraction. No hidden algorithms. No black-box logic.
With built-in support for funnel analysis, retention, user paths, and cohort exploration, Kubit makes it easy to understand what’s working—and what’s not—across the entire customer journey. Add real-time anomaly detection and exploratory analytics, and you get faster decisions, smarter optimizations, and more engaged users.
Top enterprises like Paramount, TelevisaUnivision, and Miro trust Kubit for its flexibility, data governance, and unmatched customer support.
Discover the future of customer analytics at kubit.ai
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Corinex
The Corinex Grid Flexibility solution revolutionizes the electric grid by converting it into an interconnected advanced metering infrastructure (AMI) network, utilizing the existing powerline framework to facilitate rapid and secure smart metering, monitoring, provisioning, and management of IoT devices. This innovation allows for dynamic communication between service providers and consumers, enhancing energy management capabilities, enabling the collection of real-time data, facilitating outage detection, improving demand forecasting, and implementing time-sensitive programs aimed at lowering both costs and energy usage. Built on a G.hn-based Broadband-over-Power-Line (BPL) platform, it incorporates edge computing and artificial intelligence directly at the meter level, which supports autonomous operation of the grid, allows for over-the-air firmware updates, and features robust security and resilience suitable for harsh conditions. Furthermore, the adaptable architecture is capable of accommodating millions of network elements, supporting virtual metering and outage isolation, enabling automated meter readings, and ensuring effortless integration with grid management applications such as GridValue EMS, thus paving the way for a smarter and more efficient energy ecosystem. This comprehensive approach positions the Corinex Grid Flexibility solution at the forefront of modern energy solutions.
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Badger Meter
Badger Meter provides an extensive array of intelligent water management solutions that include flow measurement, water quality assessment, pressure and leak detection, advanced metering infrastructure (AMI), analytics software, and communication technologies, all aimed at helping water utilities, municipalities, and commercial or industrial clients enhance their operations and conserve precious resources. Their BlueEdge™ portfolio seamlessly combines smart measurement devices, dependable communication, data visualization tools, and analytical software to offer valuable insights for the effective monitoring, control, and maintenance of water systems. Among the principal offerings are various types of meters such as ultrasonic, electromagnetic, turbine, compound, vortex, variable area, and differential pressure meters, as well as endpoints like the ORION® series, which facilitates AMI and AMR communications through mobile and LTE-M networks, featuring interval readings and long-lasting multi-day battery life. The system also enables remote telemetry for pressure, flow, and water quality sensors, ensuring comprehensive monitoring capabilities. With these advanced solutions, Badger Meter not only improves operational efficiency but also promotes sustainable water usage among its clients.
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Company Details
Company:
UST
Headquarters:
United States
Website:
www.ust.com/en/what-we-do/digital-transformation/data-analytics/ust-iq/ami
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