Crosser vs. SAS Event Stream Processing Comparison Chart

Tractian is the Industrial Copilot for maintenance and reliability, providing a cutting-edge platform designed to prevent unplanned downtime, boost operational efficiency, and enhance maintenance capacity. Trusted by global brands such as Bosch, Kraft Heinz, Carrier, Hyundai, Johnson Controls, and P&G, Tractian combines condition monitoring, energy efficiency, and a CMMS into a comprehensive, mobile-first solution. With Tractian, you can: Monitor real-time vibration, temperature, runtime, and RPM across critical assets Get real-time alerts and detailed diagnostics to address potential issues before they lead to failures Digitize workflows for streamlined work order management, planning & scheduling, and materials management Optimize energy consumption for improved sustainability and cost savings

eMaint is an award-winning, cloud-based Computerized Maintenance Management System (CMMS) software designed to improve how organizations manage their maintenance reliability operations, resources, equipment, and compliance. Suitable for any size organization or enterprise, eMaint saves companies valuable time and money by integrating the tools they need in one powerful platform. It covers work order management, maintenance scheduling, reports and dashboards, predictive maintenance, preventive maintenance, mobile maintenance, inventory management, and asset management.

HiveMQ is the Industrial AI Platform helping enterprises move from connected devices to intelligent operations. Built on the MQTT standard and a distributed edge-to-cloud architecture, HiveMQ connects and governs industrial data in real time, enabling organizations to act with intelligence. With proven reliability, scalability, and interoperability, HiveMQ provides the foundation industrial companies need to operationalize AI, powering the next generation of intelligent industry. Global leaders including Audi, BMW, Eli Lilly, Liberty Global, Mercedes-Benz, and Siemens trust HiveMQ to run their most mission-critical operations.

NetCrunch is commercial, self-hosted, agentless network and IT infrastructure monitoring software for Windows Server. It monitors network devices, servers, virtualization platforms, cloud services, applications, websites, logs, telemetry, and network traffic across on-premises and hybrid IT environments. Network traffic analysis supports NetFlow, sFlow, IPFIX, and other flow technologies. NetCrunch supports 680+ monitoring targets and provides 270+ ready-to-use Monitoring Packs for devices, applications, and operating systems. Licensing is based on monitored nodes and network interfaces rather than individual sensors, checks, or metrics. Real-time dashboards, policy-based monitoring, advanced alerting, and 40+ automated response actions—including remote script execution, service restart, process termination, and device reboot—support centralized monitoring and automated remediation. NetCrunch runs on Windows Server and can monitor infrastructure deployed on-premises, in the cloud, or across hybrid environments.

Edgefinity IoT is an enterprise RFID and real-time tracking platform designed to give organizations greater visibility and control over their operations. The platform connects RFID readers, sensors, and other IoT devices to automatically identify, locate, and monitor assets, inventory, work-in-process, tools, equipment, and personnel. With configurable workflows, real-time alerts, facility maps, reporting, and a powerful rules engine, Edgefinity IoT turns RFID data into actionable information. Organizations can use the platform to automate inventory tracking, monitor asset movement, improve manufacturing workflows, manage safety and mustering, verify shipments, and create alerts when important events occur. Hardware-agnostic and available for cloud or on-premise deployment, Edgefinity IoT can scale from a focused RFID application to an enterprise-wide visibility solution spanning multiple facilities and workflows.

Epicor Connected Process Control (CPC) is a flexible no-code/low-code MES and manufacturing operations platform that helps manufacturers improve quality, consistency, and visibility across production and assembly operations. Create digital work instructions with multimedia content, guide operators through critical tasks, connect equipment and devices across the shop floor, and capture production and quality data without extensive programming. CPC provides product traceability with a complete historical record of each product's build and inspection history. Real-time insights into quality, performance, defects, rework, and production trends help teams identify issues faster, reduce waste, and support continuous improvement. Manufacturers use CPC to standardize production and assembly processes, improve operator consistency, and support assembly verification, error proofing, quality inspections, and production monitoring across the shop floor. Whether deployed in a single work cell, across multiple production lines, or enterprise-wide, CPC scales to support manufacturers of all sizes. Available on-premises or in the cloud, it adapts to your operational requirements and manufacturing processes.

Mitti (by SafetyCulture) is the operations system for every site, shift and standard. Trusted by over 80,000 organisations, Mitti brings your people, training records and workflows into one operating picture. From the frontline to the boardroom, it gives everyone a clear understanding of who's trained and ready for the shift ahead, highlights what needs attention and recommends what to do next. Every course completed, skill verified and action taken becomes intelligence your teams can use to improve every day.

RaimaDB is an embedded time series database for IoT and Edge devices that can run in-memory. It is an extremely powerful, lightweight and secure RDBMS. Field tested by over 20 000 developers worldwide and has more than 25 000 000 deployments. RaimaDB is a high-performance, cross-platform embedded database designed for mission-critical applications, particularly in the Internet of Things (IoT) and edge computing markets. It offers a small footprint, making it suitable for resource-constrained environments, and supports both in-memory and persistent storage configurations. RaimaDB provides developers with multiple data modeling options, including traditional relational models and direct relationships through network model sets. It ensures data integrity with ACID-compliant transactions and supports various indexing methods such as B+Tree, Hash Table, R-Tree, and AVL-Tree.

TelemetryOS is a vertically integrated platform for connected screens, kiosks, and screen applications. Purpose-built Node hardware, a hardened Edge operating system, Studio cloud, an integrated video CDN, and an application runtime work together so every display can show the right content, respond to real-world conditions, and scale from one location to thousands. Start with what every screen network needs: playlists, dayparting, calendar schedules, priority overrides, and a media library delivered through adaptive 4K streaming. Content caches locally so playback continues through outages. Proof-of-play reporting, screenshot capture, and audit logs verify what ran, where, and for how long. Design multi-zone layouts, video walls, and touch kiosks on a visual canvas, with scheduling built into each page and AI Assist to generate layouts from a prompt. Instant, scheduled, or CAP-triggered emergency overrides can preempt content on any screen or group. When playlists are not enough, TelemetryOS runs full screen applications. Developers build in React and TypeScript with the TelemetryOS SDK, preview across aspect ratios, and publish from Git with staged rollouts and one-click rollback. Screens connect to POS, ERP, sensors, serial devices, and MQTT so menus, dashboards, and kiosks update from live business data. Fleet health monitoring, remote diagnostics, automatic OS updates, role-based access, SAML SSO, and SOC 2-aligned enterprise controls keep operations predictable at scale. Use TelemetryOS for campaign walls and retail media, QSR menu boards and self-service kiosks, healthcare check-in and wayfinding, campus communications, production wallboards, hospitality directories, and corporate KPI displays. Node Mini, Node Pro, and Node Max cover single-screen 4K signage, multi-display apps, and on-device AI workloads—all managed from one console. Built on a decade of operating mission-critical screens, TelemetryOS powers tens of thousands of displays in 40+ countries with a 99.9% uptime SLA.

Cloud Run is a fully-managed compute platform that lets you run your code in a container directly on top of Google's scalable infrastructure. We’ve intentionally designed Cloud Run to make developers more productive - you get to focus on writing your code, using your favorite language, and Cloud Run takes care of operating your service. Fully managed compute platform for deploying and scaling containerized applications quickly and securely. Write code your way using your favorite languages (Go, Python, Java, Ruby, Node.js, and more). Abstract away all infrastructure management for a simple developer experience. Build applications in your favorite language, with your favorite dependencies and tools, and deploy them in seconds. Cloud Run abstracts away all infrastructure management by automatically scaling up and down from zero almost instantaneously—depending on traffic. Cloud Run only charges you for the exact resources you use. Cloud Run makes app development & deployment simpler.