Alternatives to DataPortia
Compare DataPortia alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to DataPortia in 2026. Compare features, ratings, user reviews, pricing, and more from DataPortia competitors and alternatives in order to make an informed decision for your business.
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1
Smart Inventory Planning & Optimization
Smart Software
Smart Software is a leading provider of demand planning, inventory optimization and supply chain analytics solutions headquartered in Belmont, Massachusetts, USA. Founded in 1981 Smart has helped thousands of customers plan for future demand utilizing industry-leading statistical analytics. Smart Inventory Planning & Optimization (IP&O) is the company’s next-generation suite of native web applications, helping inventory carrying organizations reduce inventory, improve service levels and streamline Sales, Inventory, and Operations Planning. Smart IP&O, hosted on Amazon Web Services, is a Digital Supply Chain Platform driving three applications: demand planning, inventory optimization, and dashboard reporting. Smart IP&O functions as a transparent extension of our customers’ ERP systems of choice, receiving daily transaction data and returning forecasts and inventory policy values to drive replenishment and production planning. -
2
TimescaleDB
Tiger Data
TimescaleDB is the leading time-series database built on PostgreSQL, designed to handle massive volumes of real-time data efficiently. It enables organizations to store, analyze, and query time-series data — such as IoT sensor data, financial transactions, or event logs — using standard SQL. With hypertables, TimescaleDB automatically partitions data by time and ID for fast ingestion and predictable query performance. Its compression engine reduces storage costs by up to 95%, while continuous aggregates make real-time dashboards instantly responsive. Fully compatible with PostgreSQL, it integrates seamlessly with existing tools and applications. TimescaleDB combines the simplicity of Postgres with the scalability and speed of a specialized analytical system. -
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Tiger Data
Tiger Data
Tiger Data is the creator of TimescaleDB, the world’s leading PostgreSQL-based time-series and analytics database. It provides a modern data platform purpose-built for developers, devices, and AI agents. Designed to extend PostgreSQL beyond traditional limits, Tiger Data offers built-in primitives for time-series data, search, materialization, and scale. With features like auto-partitioning, hybrid storage, and compression, it helps teams query billions of rows in milliseconds while cutting infrastructure costs. Tiger Cloud delivers these capabilities as a fully managed, elastic environment with enterprise-grade security and compliance. Trusted by innovators like Cloudflare, Toyota, Polymarket, and Hugging Face, Tiger Data powers real-time analytics, observability, and intelligent automation across industries.Starting Price: $30 per month -
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TrendMiner
TrendMiner
TrendMiner is a fast, powerful and intuitive advanced industrial analytics platform designed for real-time monitoring and troubleshooting of industrial processes. It provides robust data collection, analysis, and visualization enabling everyone in industrial operations for making smarter data-driven decisions efficiently to accelerate innovation, optimization, and sustainable growth. TrendMiner, a Proemion company, is founded in 2008 with our global headquarters located in Belgium, and offices in the U.S., Germany, Spain and the Netherlands. TrendMiner has strategic partnerships with all major players such as Amazon, Microsoft, SAP, GE Digital, Siemens and Aveva, and offers standard integrations with a wide range of historians such as OSIsoft PI, Yokogawa Exaquantum, AspenTech IP.21, Honeywell PHD, GE Proficy Historian and Wonderware InSQL. -
5
Seeq
Seeq Corporation
Seeq is the first application dedicated to process data analytics. Search your data, add context, cleanse, model, find patterns, establish boundaries, monitor assets, collaborate in real time, and interact with time series data like never before. Whatever your process historian or operational data system of record – the OSIsoft® PI System®, Honeywell's Uniformance® PHD, Emerson DeltaV and Ovation, Inductive Automation's Ignition, AspenTech IP.21, Wonderware, GE Proficy or any other – Seeq can connect and get you working in minutes. In the current hype around predictive analytics, machine learning, and data science, what’s missing are solutions to the real challenges to an analytics-driven organization. Tapping the expertise of your current employees. Support for collaboration and knowledge capture to foster sharing and reuse of analytics efforts. And the ability to rapidly distribute insights to the people who need them to quickly improve outcomes.Starting Price: $1000.00/year/user -
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HighByte Intelligence Hub
HighByte
HighByte Intelligence Hub is a DataOps software solution purpose-built for industrial data. The Intelligence Hub enables manufacturers to securely collect, model, and stream industrial datasets to and from IT systems without writing or maintaining code. The software is deployed at the Edge to merge real-time, transactional, and time-series data into a single payload for consuming applications. With the Intelligence Hub, users can speed system integration time, rapidly leverage contextualized data for analytics, ML, and AI agents, and govern data standards across the enterprise. HighByte Intelligence Hub provides the critical data infrastructure for Industry 4.0. HighByte Intelligence Hub is a software solution that solves data architecture and integration problems at scale for industrial operations. The Intelligence Hub combines Edge operations, advanced data contextualization, and the ability to deliver unique and specific data to multiple end applications in a code-free solution.Starting Price: 17,500 per year -
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PipelineDB
PipelineDB
PipelineDB is a PostgreSQL extension for high-performance time-series aggregation, designed to power realtime reporting and analytics applications. PipelineDB allows you to define continuous SQL queries that perpetually aggregate time-series data and store only the aggregate output in regular, queryable tables. You can think of this concept as extremely high-throughput, incrementally updated materialized views that never need to be manually refreshed. Raw time-series data is never written to disk, making PipelineDB extremely efficient for aggregation workloads. Continuous queries produce their own output streams, and thus can be chained together into arbitrary networks of continuous SQL. -
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dataPARC Historian
dataPARC
Get better performance from your time-series data with the dataPARC Historian, an enterprise-grade solution designed to elevate industrial data operations to new heights. The dataPARC Historian simplifies complex data sharing, ensuring seamless collaboration across departments with enhanced security and performance. Its compatibility with external AI, ML, and cloud applications via an open architecture increases adaptability and strategic insights. Experience rapid data access, enriched manufacturing intelligence, and a platform that grows with your business needs. dataPARC historian is the smart choice for enterprises aiming for the forefront of operational excellence. The dataPARC historian is more than a data historian; it's a gateway to unlocking greater flexibility and efficiency in leveraging your time-series data. It's crafted for those who demand reliability, speed, and intuitive use, making every data interaction impactful. -
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AVEVA Historian
AVEVA
AVEVA Historian simplifies the most demanding data reporting and analysis requirements. Historian can be deployed to monitor a single process or an entire facility, storing data locally and aggregating data at the corporate level. Eliminating multiple versions of plant operating data in this way increases productivity, reduces errors, and lowers operating costs. Unlike conventional relational databases that are not well-suited to production environments, Historian handles time-series data, as well as alarm and event data. Unique “history block” technology captures plant data hundreds of times faster than a standard database system and utilizes a fraction of the conventional storage space. Historian will maintain the data integrity needed for the most demanding requirements. AVEVA Historian manages low bandwidth data communications, late-coming information, and even data from systems with mismatched system clocks. Ensuring high-resolution data is captured accurately every time. -
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Dewesoft Historian
DEWESoft
Historian is a database software service for long-term and permanent monitoring. It provides storage in an InfluxDB time-series database for long-term and permanent monitoring applications. Monitor your vibration, temperature, inclination, strain, pressure, and other data with a self-hosted or fully cloud-managed service. Standard OPC UA protocol is supported for data access and integration into our DewesoftX data acquisition software or SCADAs, ERPs, or any other OPC UA clients. Data is stored in a state-of-the-art open-source InfluxDB database. InfluxDB is an open-source time-series database developed by InfluxData. It is written in Go and optimized for fast, high-availability storage and retrieval of time series data in fields such as operations monitoring, application metrics, Internet of Things sensor data, and real-time analytics. Historian service can either be installed locally on the measurement unit, or your local intranet, or we can provide a fully cloud-managed service. -
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Azure AI Anomaly Detector
Microsoft
Foresee problems before they occur with an Azure AI anomaly detection service. Easily embed time-series anomaly detection capabilities into your apps to help users identify problems quickly. AI Anomaly Detector ingests time-series data of all types and selects the best anomaly detection algorithm for your data to ensure high accuracy. Detect spikes, dips, deviations from cyclic patterns, and trend changes through both univariate and multivariate APIs. Customize the service to detect any level of anomaly. Deploy the anomaly detection service where you need it, in the cloud or at the intelligent edge. A powerful inference engine assesses your time-series dataset and automatically selects the right anomaly detection algorithm to maximize accuracy for your scenario. Automatic detection eliminates the need for labeled training data to help you save time and stay focused on fixing problems as soon as they surface. -
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Nixtla
Nixtla
Nixtla is a platform for time-series forecasting and anomaly detection built around its flagship model TimeGPT, described as the first generative AI foundation model for time-series data. It was trained on over 100 billion data points spanning domains such as retail, energy, finance, IoT, healthcare, weather, web traffic, and more, allowing it to make accurate zero-shot predictions across a wide variety of use cases. With just a few lines of code (e.g., via their Python SDK), users can supply historical data and immediately generate forecasts or detect anomalies, even for irregular or sparse time series, and without needing to build or train models from scratch. TimeGPT supports advanced features like handling exogenous variables (e.g., events, prices), forecasting multiple time-series at once, custom loss functions, cross-validation, prediction intervals, and model fine-tuning on bespoke datasets.Starting Price: Free -
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Anomaly detection in time series data is essential for the day-to-day operation of many companies. With Timeseries Insights API Preview, you can gather insights in real-time from your time-series datasets. Get everything you need to understand your API query results, such as anomaly events, forecasted range of values, and slices of events that were examined. Stream data in real-time, making it possible to detect anomalies while they are happening. Rely on Google Cloud's end-to-end infrastructure and defense-in-depth approach to security that's been innovated for over 15 years through consumer apps like Gmail and Search. At its core, Timeseries Insights API is fully integrated with other Google Cloud Storage services, providing you with a consistent method of access across storage products. Detect trends and anomalies with multiple event dimensions. Handle datasets consisting of tens of billions of events. Run thousands of queries per second.
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14
ClusterControl
Severalnines
ClusterControl is a hybrid, multi-cloud database ops orchestration platform for MongoDB, Elasticsearch, Redis, TimescaleDB, SQL Server on Linux, Galera Cluster, PostgreSQL, and MySQL in on-premises, cloud, and hybrid environments. It handles full-lifecycle operations, from deployment to failover, backup and more. With its full suite of databases, ops features and ability to be deployed in any environment, it enables organizations to implement the Sovereign DBaaS concept. ClusterControl is perfect for organizations that need to reliably run large-scale, open-source database operations but don't want to be limited by traditional DBaaS providers in environment choice, open-source license stability, and DB access.Starting Price: €250/node/month -
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Proficy Historian
GE Vernova
Proficy Historian is a best-in-class historian software solution that collects industrial time-series and A&E data at very high speed, stores it efficiently and securely, distributes it, and allows for fast retrieval and analysis —driving greater business value. With decades of experience and thousands of successful customer installations around the world, Proficy Historian changes the way companies perform and compete by making data available for asset and process performance analysis. The most recent Proficy Historian enhances usability, configurability and maintainability with significant architectural improvements. Take advantage of the solution’s simple yet powerful features to unlock new value from your equipment, process data, and business models. Remote collector management with UX. Horizontal scalability that enables enterprise-wide data visibility. -
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ObjectRocket
ObjectRocket
We are the world leading experts for designing and operating the data layer for growing companies. Whether you’re starting with 5GB or have grown to 100TB and beyond, we will help you identify the ideal configuration at the best value. ObjectRocket offers CockroachDB, Elasticsearch, MongoDB, PostgreSQL, Redis and TimescaleDB instances that are highly available and backed 24x7x365 by real database engineers. We host and manage databases for apps on Amazon Web Services (AWS), Google Cloud Platform (GCP), Microsoft Azure, and Rackspace Service Net. All production workloads on ObjectRocket’s secure and automated platform include highly responsive, round-the-clock support with access to our engineers, fully custom plans, unlimited DBA time, and 24/7 monitoring.Starting Price: $19 per month -
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FactoryTalk Historian
Rockwell Automation
It is time to retire the warn-out clip boards and tedious transcription of critical plant performance data. FactoryTalk® Historian software captures operational process data from multiple sources at lightning speed. You gain a supreme level of supervisory control, performance monitoring and quality assurance with robust FactoryTalk Historian software that can scale from machine to enterprise. Reliably recording time-series records at this pace would be impossible, even for your most caffeinated plant-floor record keeper. FactoryTalk Historian dashboards take that work off your hands. Plus, the added confidence in forecasting trends with reliable data will generate new level of productivity. With FactoryTalk Historian Site Edition (SE), data across your plant and enterprise can’t hide. Redundancy and high availability ensures continuous access to key plant data. -
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CDviz
Alchim312
CDviz is an open-source CI/CD observability platform built on CDEvents, the CD Foundation-backed standard for software delivery. It collects events from GitHub, GitLab, ArgoCD, Kubernetes, and more via webhooks and native integrations, normalizes them to the open CDEvents standard, and stores them in PostgreSQL with TimescaleDB. Any reporting tool, Grafana dashboard, internal developer platform, or AI agent can query the data directly via SQL. Out-of-the-box Grafana dashboards cover DORA metrics, deployment timelines, artifact tracking, pipeline and test execution performance, and incident lifecycle. Unlike polling-based tools, CDviz uses a push event-driven model — enabling both real-time observability and automated workflow triggers from the same event stream. Your data stays on your infrastructure, with no vendor lock-in. Licensed under Apache License v2. Free to self-host. An enterprise plan with professional support is currently free in beta. -
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Factory Harmonizer
SimAnalytics
SimAnalytics' Factory Harmonizer is an industrial analytics platform that blends real-time production data with automated machine learning to deliver actionable insights that help operators and engineers improve efficiency, stability, quality, and sustainability across continuous and batch manufacturing processes. It simplifies complex production data by visually presenting root causes of disturbances and opportunities for optimization, offering real-time monitoring, customizable dashboards, and intuitive web-based interfaces that reduce time spent on data interpretation. It seamlessly integrates with distributed control systems, historian databases, laboratory and quality management systems, and includes modules like FH Cycle for batch process control, FH Harmony for holistic production stability analysis, and FH Soft Sensors for real-time estimation of difficult or costly-to-measure variables, enabling proactive adjustments and reduced waste. -
20
Uptimon
Uptimon
Uptimon is a monitoring SaaS that tracks website and API availability 24/7, detecting outages within seconds and sending instant alerts. It performs HTTP(S) pings at customizable intervals (30 seconds to 60 minutes), checking response time, status codes, keyword presence, and SSL certificate validity. When a site goes down, it instantly notifies via email, Discord, Telegram, webhook, or SMS.The dashboard displays real-time status, last 30-day uptime percentage, average response times, and performance graphs. Technical stack includes Node.js/Go backend, Redis queue, horizontal scaling support, and time-series databases like TimescaleDB.Target audience ranges from freelancers to enterprises. Key differentiators include simple setup (3 clicks), fast detection time, and affordable pricing. Uses freemium model with paid tiers based on monitor count and check frequency. Growth features include shareable status badges, public status pages, and partner integrations with Vercel/Netlify.Starting Price: $9/month -
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Glassdome
Glassdome
The Glassdome Platform is a unified operations platform that transforms real-time manufacturing data into actionable insights for both operational performance and sustainability outcomes. The platform enables manufacturers to collect data directly from equipment and machines across their facility, duplicate and preserve raw data, aggregate and harmonize multiple data sources, adjust and correct anomalies, and deliver automated reporting and dashboards to drive decision-making with precision. With features such as real-time data integration, advanced analytics, customizable dashboards, automated reports, and scalable deployment, the solution supports both production monitoring and product carbon footprint management from the same platform. Users gain visibility into machine downtime, overall equipment effectiveness (OEE), scrap rates, quality issues, and staffing/inventory interruptions. -
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DataXchange
Scytec Consulting
Scytec DataXchange is a Cloud and On-Premise OEE and analytic manufacturing machine monitoring system, and so much more. DataXchange increases overall equipment effectiveness, utilization and shop floor productivity through the use of innovative IIoT technology. DataXchange is compatible with a wide variety of manufacturing machines including CNC’s, PLC’s, robots, welders, and manual machines. Custom shop floor data entry rules can be created to automatically collect shop floor data from a wired or wireless connection on MTConnect, Fanuc FOCAS and OPC UA based machines as well as older and manual machines. As the machine data is collected, DataXchange has all the OEE reports, charts, dashboards and notifications you need to analyze the information in a meaningful way as well as triggering notifications, meeting the manufacturing data collection needs of small facilities as well as multi-site enterprise level operations.Starting Price: $45/month -
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Mareana is a cloud-based Enterprise AI platform that connects siloed manufacturing data and enables real-time contextualization, processing, and predictive analytics to drive insightful business decisions. Mareana Manufacturing Intelligence helps small, medium, and large-scale enterprises improve yield, unlock capital and comply with regulatory mandates. Key Benefits with Mareana Intelligence Platform: - Connect all your Data in One Place like Paper batch records, CMO Process data, and Unstructured data - Create Product Genealogy in Real-Time and get Granular Product details, Process Anomalies & Variations, and New Data Impact Analytics - Unlock Capital by releasing On Hold Batches, Improving yield, and reducing Up-stream/Down-stream Non-Conformances - Execute Compliance Filings Flawlessly by ensuring complete reporting, leveraging all data sources, and reducing errors in filings 3 out of the top 10 pharmaceutical companies in the US are using Mareana's Platform for CPV & CMC.
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24
Skyland PIMS
IDBS
End-to-end Product and Process Data Management. Skyland PIMS® provides emerging & global drug sponsors and CMOs a collaborative workspace to manage critical development, manufacturing and quality data. Our cloud-based, validatable software allows for fast deployment and low TCO. Maintain data content, understanding, and control across the supply chain. Faster and more efficient scale-ups, tech transfers, and commercial releases. Capture batch data and access summary dashboards for data monitoring, release status, analysis and reporting. Manage product and process specifications and target control limits. Easily create an audit trail. Automatically integrate Batch and Limits data to produce process analysis and control charts. Fulfill CPV/APR reporting requirements. Persistent product and process data library for data transparency and integrity across global networks. Streamline product and process data management throughout the product lifecycle and supply chain. -
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Google Cloud Inference API
Google
Time-series analysis is essential for the day-to-day operation of many companies. Most popular use cases include analyzing foot traffic and conversion for retailers, detecting data anomalies, identifying correlations in real-time over sensor data, or generating high-quality recommendations. With Cloud Inference API Alpha, you can gather insights in real-time from your typed time-series datasets. Get everything you need to understand your API queries results, such as groups of events that were examined, the number of groups of events, and the background probability of each returned event. Stream data in real-time, making it possible to compute correlations for real-time events. Rely on Google Cloud’s end-to-end infrastructure and defense-in-depth approach to security that’s been innovated on for over 15 years through consumer apps. At its core, Cloud Inference API is fully integrated with other Google Cloud Storage services. -
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evoML
TurinTech AI
evoML accelerates the creation of production-quality machine learning models by streamlining and automating the end-to-end data science workflow, transforming raw data into actionable insights in days instead of weeks. It automates crucial steps, automatic data transformation that detects anomalies and handles imbalances, feature engineering via genetic algorithms, parallel model evaluation across thousands of candidates, multi-objective optimization on custom metrics, and GenAI-based synthetic data generation for rapid prototyping under data-privacy constraints. Users fully own and customize generated model code for seamless deployment as APIs, databases, or local libraries, avoiding vendor lock-in and ensuring transparent, auditable workflows. EvoML empowers teams with intuitive visualizations, interactive dashboards, and charts to identify patterns, outliers, and anomalies for use cases such as anomaly detection, time-series forecasting, and fraud prevention. -
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Vanti
Vanti
Vanti’s manufacturing analytics is a robust solution for today’s plant professionals. With its ability to fuse manufacturing data from multiple sources, Vanti offers an automated, intuitive, manufacturing insights platform. Using advanced natural language processing, Vanti provides clear interpretations of complex production behaviors and delivers actionable insights. This simplifies your data exploration, making it as easy as having a conversation. Vanti allows users to interact with their data through simple, conversational queries. Alongside these interactions, the platform automatically generates detailed visualizations, such as charts and highlights, for a deeper understanding of the data. All of this is incorporated into an intuitive user interface, providing easy navigation and operation, regardless of your technical expertise. Through Vanti’s sophisticated manufacturing analytics, professionals can gain a comprehensive understanding of plant behavior. -
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PathWave Manufacturing Analytics
Keysight Technologies
Combining test and measurement expertise with data science and big data engineering, the PathWave Manufacturing Analytics platform provides actionable insights for every level in your organization in the smart factory of the future. Improve yield, lower retest and handling, and lower the cost of poor quality with big data advanced analytics that really works. Accelerate your Return on Investment and business outcomes with unique, innovative analytics. Predict potential quality issues in real-time manufacturing with optimized machine learning anomaly detection models. Save the workspace and see your own personalized dashboard on demand, real-time from anywhere. Use no-code specially curated diagnostic tools and visualizations for all levels of operators, technicians and engineers. -
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VictoriaMetrics Anomaly Detection
VictoriaMetrics
VictoriaMetrics Anomaly Detection is a service that continuously scans time series stored in VictoriaMetrics and detects unexpected changes within data patterns in real time. It does so by utilizing user-configurable machine learning models. In the dynamic and complex world of system monitoring, VictoriaMetrics Anomaly Detection, a part of our Enterprise offering, is a pivotal tool for achieving advanced observability. It empowers SREs and DevOps teams by automating the intricate task of identifying abnormal behavior in time-series data. It goes beyond traditional threshold-based alerting, utilizing machine learning techniques to detect anomalies and minimize false positives, thus reducing alert fatigue. Providing simplified alerting mechanisms atop unified anomaly scores enables teams to spot and address potential issues faster, ensuring system reliability and operational efficiency. -
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WATS
Virinco
Use Manufacturing Test & Repair Data to improve cost of internal inefficiencies, warranty claims and supply chain collaboration. WATS is a Manufacturing Intelligence solution for any sized Electronics manufacturers, within the industries of industrial electronics, consumer electronics, medical instrumentation, automotive, and aerospace & defence. WATS features global data acquisition, from your internal and sub-contracted manufacturing. From any test or repair data format. It helps you to quickly identify your most frequent failures and issues, across multiple dimensions. Such as True First Pass Yield for products, revisions, factories and test stations, OEE, CPK, dashboards++ In addition to detailed test and repair data analytics, WATS features customizable alarming capabilities, operator interfaces, detail-rich test asset maintenance management, and centralized distribution mechanism for properties such as test software, unit firmware, serial numbers and MAC addresses.Starting Price: €249 / month -
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RemoteAware GenAI Analytics Platform
New Boundary Technologies
RemoteAware™ GenAI Analytics Platform for IoT transforms complex streams of sensor and device data into clear, actionable insights using advanced generative AI models. It ingests and normalizes high‑volume, heterogeneous IoT data, whether from edge gateways, cloud APIs, or remote assets, and applies scalable AI pipelines to detect anomalies, forecast equipment failures, and generate prescriptive recommendations in plain‑language narratives. Through a unified, web‑based dashboard, users gain real‑time visibility into key performance indicators, customizable alerts and threshold‑based notifications, and dynamic drill‑down capabilities for time‑series analysis. The platform’s generative summary reports condense vast datasets into concise operational briefs, while its root‑cause analysis and what‑if simulations guide preventive maintenance and resource allocation. -
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Controlsee
Control See
Here you will find products related to alarm notification based on different data sources. UCME-OPC is used to connect with multiple OPC servers, while UCME-SmartConnector is used to connect with Schneider Electric’s EcoStruxure building operation systems. Both products offer multi-channel notifications such as: SMS, WhatsApp, VoIP, Push, Voice-over-Telephony and Email. Easily integrates with multiple SCADA, HMI, DCS, BMS, Historians, and OPC server systems. Alarms, recipients, and escalations can be easily imported and manipulated using Microsoft Excel, saving valuable time and money. Get all the information in one message using the alarm snapshots functionality. Here you will find products related to the transfer of data. Leveraging OPC’s Client/Server model, these communication enablers can be added to Schneider Electric’s EcoStruxure Building Operation systems to provide connectivity with 3rd party OPC servers and clients. -
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EDAMS Environment & Government
Hydro-Comp Enterprises
Our Environmental Management system is ideal for Agriculture, Natural Resources and Environment Ministries. It manages Geospatial Info, time-series measurements, licenses, permits, applications as well as quality data for water, ground & air. The EDAMS Government Environmental Management system is ideal for Agriculture, Natural Resources and Environment Ministries. It manages Geospatial Info, time-series measurements, licenses, permits, applications as well as quality data for water, ground & air. Integration is enabled on a database level, business process and transaction levels avoiding data duplication and enabling demand management. EDAMS products have their own embedded GIS but also provide direct links to ESRI ArcGIS, Quantum GIS (QGIS) and SuperMap GIS. The EDAMS system is a modular system allowing it scalable implementation to suit the growth and capacity enhancement of the organisation. -
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Robyn
Meta
Robyn is an open source, experimental Marketing Mix Modeling (MMM) package developed by Meta’s Marketing Science team. It’s designed to help advertisers and analysts build rigorous, data-driven models that quantify how different marketing channels contribute to business outcomes (like sales, conversions, or other KPIs) in a privacy-safe, aggregated way. Rather than relying on user-level tracking, Robyn analyzes historical time-series data, combining marketing spend or reach data (ads, promotions, organic efforts, etc.) with outcome metrics, to estimate incremental impact, saturation effects, and carry-over (adstock) dynamics. Under the hood, Robyn blends classical statistical methods with modern machine learning and optimization; it uses ridge regression (to regularize against multicollinearity in many-channel models), time-series decomposition to isolate trend and seasonality, and a multi-objective evolutionary algorithm.Starting Price: Free -
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Visplore
Visplore GmbH
Visplore is a visual analytics software solution for rapid industrial troubleshooting and root-cause analysis. When KPIs and simple trends are not enough and action is time-critical, it complements dashboards with guided forensic “why” analyses that deliver insights for problem-solving and process optimization. It works across the entire IT/OT landscape, from process and asset data to quality and material data, and is easy to use for all engineers. - Guided, transparent root-cause analysis with intuitive visuals — no black boxes, no complex modeling - Works with your data, where it lives - Seamless IT/OT connectivity - From troubleshooting to standardized best practice - Proven templates, excellent expert support, and workflows that scale into automated monitoring and reporting. Compared to other data analysis tools such as Seeq and TrendMiner, Visplore is built for everyday engineering use, making industrial data analysis accessible, repeatable, and ready for action. -
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Beaker Notebook
Two Sigma Open Source
BeakerX is a collection of kernels and extensions to the Jupyter interactive computing environment. It provides JVM support, Spark cluster support, polyglot programming, interactive plots, tables, forms, publishing, and more. All of BeakerX’s JVM languages plus Python and JavaScript have APIs for interactive time-series, scatter plots, histograms, heatmaps, and treemaps. The widgets remain interactive in both notebooks saved to disk, and notebooks published to the web. They include unique features for handling many points, nanosecond resolution, zooming, and exporting. BeakerX’s table widget automatically recognizes pandas data frames and allows you to search, sort, drag, filter, format, select, graph, hide, pin, and export to CSV or clipboard. This makes connecting to spreadsheets quickly and easy. BeakerX has a Spark magic with GUIs for configuration, status, progress, and interrupt of Spark jobs. You can either use the GUI or create your own SparkSession with code. -
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Altair Panopticon
Altair
Altair Panopticon Streaming Analytics lets business users and engineers — the people closest to the action — build, modify, and deploy sophisticated event processing and data visualization applications with a drag-and-drop interface. They can connect to virtually any data source, including real-time streaming feeds and time-series databases, develop complex stream processing programs, and design visual user interfaces that give them the perspectives they need to make insightful, fully-informed decisions based on massive amounts of fast-changing data.Starting Price: $1000.00/one-time/user -
38
FlexSim
FlexSim Software Products, Inc.
FlexSim is a problem solving tool that allows you to accurately answer any question about your business. It's powerful simulation software, built from the ground up to make simulation as easy as possible, without sacrificing an ounce of function or visual appeal. You can create beautiful, detailed models that deliver results yet make an impact in the way spreadsheets or charts never could, and you can do it all in just minutes with drag-and-drop controls and easy-to-use features. -
39
LotusEye
LotusEye
LotusEye is a cloud-based AI anomaly detection service that automatically learns normal behavior from uploaded numerical or sensor data in CSV format and continuously calculates anomaly scores to flag deviations that may indicate faults or unexpected activity, providing alerts and visual insights without requiring users to have expertise in machine learning. It supports both wide-format CSV files, where each row represents sensor values at a timestamp, and long-format CSV with timestamp, sensor name, and value columns, and lets users upload data via drag-and-drop or through an API for scheduled automated processing. After training an AI model with normal operation data, users can upload test data to see calculated anomaly scores and review them in dashboards with time-series graphs, threshold indicators, and filters, helping teams spot unusual patterns and investigate potential issues quickly.Starting Price: $13 per month -
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Siemens Opcenter Intelligence
Siemens Digital Industries Software
Opcenter Intelligence (formerly known as "Manufacturing Intelligence") is a modern enterprise manufacturing intelligence solution targeting the current and future transformational technologies that are shaping the future of data analytics for manufacturing: mobile internet, cloud computing and advanced analytics. Opcenter Intelligence connects, organizes and aggregates manufacturing data from disparate company sources into cohesive, intelligent and contextualized information in order to gain immediate and actionable insights. The information includes process data combined with business information, operations data and key performance indicators (KPIs) that affect manufacturing. -
41
PARCview
dataPARC
Enable data-driven decision-making on the plant floor and across your enterprise. Improve your company’s decision-making and troubleshooting capabilities with our real-time manufacturing analytics software. PARCview provides a single source of truth for all your manufacturing data. Aggregate disparate data from machines and manufacturing systems such as ERP, MES, lab, & quality systems, to develop the insights that drive continuous improvement. Give your operators, engineers, & SMEs the power to develop data-driven solutions to your most challenging process issues. Give them PARCview – the most flexible, powerful, & easy-to-use industrial analytics toolkit available. -
42
Lumada IIoT
Hitachi
Embed sensors for IoT use cases and enrich sensor data with control system and environment data. Integrate this in real time with enterprise data and deploy predictive algorithms to discover new insights and harvest your data for meaningful use. Use analytics to predict maintenance problems, understand asset utilization, reduce defects and optimize processes. Harness the power of connected devices to deliver remote monitoring and diagnostics services. Employ IoT Analytics to predict safety hazards and comply with regulations to reduce worksite accidents. Lumada Data Integration: Rapidly build and deploy data pipelines at scale. Integrate data from lakes, warehouses and devices, and orchestrate data flows across all environments. By building ecosystems with customers and business partners in various business areas, we can accelerate digital innovation to create new value for a new society. -
43
SensorCloud
LORD Corporation
SensorCloud is a unique sensor data storage, visualization and remote management platform that leverages powerful Cloud computing technologies to provide excellent data scalability, rapid visualization, and user programmable analysis. SensorCloud's core features include FastGraph, MathEngine®, LiveConnect, and the OpenData API. SensorCloud allows you to easily create dashboards to visualize all of your data. Dashboards can be as simple as a single Timeseries Graph widget, or advanced with Radial Gauges, Text Charts, Linear Gauges, FFTs, Statistics, etc. Since SensorCloud allows you to upload as much data as you want, and LORD's sensors can sample at very high rates, it was important to be able to quickly visualize massive amounts of data. We struggled to find any application that could handle even a few gigabytes of data, so we started from the ground up with our own unique algorithm.Starting Price: $35 per month -
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Quartic.ai
Quartic.ai
The Quartic AI platform helps companies overcome the challenges of deploying smart manufacturing technology to achieve peak operational efficiency faster. Whether your manufacturing data is in a cloud data lake or at the edge, the Quartic AI platform connects easily to your data and turns it into analytics-ready smart data with dynamic context. The platform’s automated machine-learning lets you build AI applications using problem-solving workflows and combines it with complex event processing for the deployment of streaming analytics in a stress-tested, reliable microservices framework. Flexible, well-understood industrial workflows reduce customization efforts to bring speed to your enterprise-wide scaling, increase IT-OT alignment, and speed up adoption. A platform built by design to accelerate and provide scalable IIoT and AI solutions. A full-stack, edge-to-enterprise, comprehensive and complete solution focused on the OT user. Start with an asset, build a smart enterprise! -
45
Goldsky
Goldsky
Check in every change you make. Swap versions via history to make sure your API’s running smoothly. With our subgraph-optimized pre-caching infrastructure, customers see up to 3x faster indexing with no code changes. Create streams with SQL from subgraphs and other streams, get persistent aggregations with no lag, and access the result through bridges. Sub-second, reorg-aware ETL to tools like Hasura, Timescale, Elasticsearch, and more. Merge subgraphs across multiple chains into one stream, and query expensive aggregations in milliseconds. Layer streams on streams, join with off-chain data, and form your unique real-time view of the blockchain. Run resilient webhooks, run analytical queries, fuzzy search, and more. Bridge streams and subgraphs to databases like Timescale and Elasticsearch, or straight a hosted GraphQL API. -
46
Plutoshift
Plutoshift
Plutoshift's Operational Data Platform (ODP) delivers automated performance monitoring and predictive analysis for physical infrastructure to drive efficiency, reduce cost and waste, and help build more resilient sustainable businesses. Extracting and processing raw data for analysis is often the biggest challenge to delivering value. Plutoshift ingests, processes, and curates all your infrastructure, business, and even third-party data, creating a foundation for generating insights. We automate and maintain the entire data pipeline without the need for additional IT resources. Plutoshift provides organizations with an always-on view of their operations at the workflow, site, and enterprise level. Operators have an immediate view of trends and KPIs for every process and asset. With configurable alerts, response tracking, and contextual reports, teams can quickly identify problems, prevent downtime, and uncover the root cause of issues. -
47
Oden Technologies
Oden Technologies
The information operators need to be high performers, available in one click. Oden Technologies enables manufacturers to harness their complex manufacturing data to achieve unparalleled performance at the front line. Our solutions translate billions of data points from streaming process sources and contextual production systems into process recommendations, predicted outcomes, pre-built visualizations, and so much more. Oden’s unique turnkey infrastructure, hands-on customer success team, and easy-to-use interfaces drive results in weeks, not years. Prescriptive process recommendations delivered to machine operators that adjust to real-time line constraints and organizational goals. Process AI empowers new operators to perform like experienced team members. Out-of-the-box and configurable analytics and visualizations to uncover opportunities and root causes of efficiency loss. Factory analytics serves the various groups surrounding the operator to dive into their data and get insights. -
48
kdb+
KX Systems
A high-performance cross-platform historical time-series columnar database featuring: - An in-memory compute engine - A real-time streaming processor - An expressive query and programming language called q kdb+ powers kdb Insights portfolio and KDB.AI, together delivering time-oriented data insights and generative AI capabilities to the world’s leading enterprise organizations. Independently benchmarked* as the fastest in-memory, columnar analytics database available, kdb+ delivers unmatched value to businesses operating in the toughest data environments. kdb+ improves decision-making processes to help navigate rapidly changing data landscapes. -
49
FourJaw
FourJaw
Turn machine data into actionable insight - fast. FourJaw technology turns live machine data into clear, usable insights, empowering better decisions across every shift, every site and every machine. Not just when a machine stops, but where energy’s being wasted, where jobs are stalling and where time and capacity slip away. FourJaw’s plug-and-play IoT hardware connects to almost any machine. It’s installed in minutes with no disruption and no downtime. Real-time insights into performance, OEE, energy, and output, all in one intuitive platform, with configurable dashboards that show the data manufacturers need, how they need it, making reporting and analysis feel effortless. See what’s underperforming, what needs improving, and where to act next. From one machine to the entire factory, it’s simple to install and built to scale. FourJaw. Factory Intelligence. Made Simple.Starting Price: $144 per month -
50
Digital Twin Studio
CreateASoft
Data Driven Digital Twin toolset to help you Visualize, Monitor, and Optimize your operation in Real-Time using machine learning and AI. Control your Cost of SKU, Resources, Automation, Equipment and more. Real-Time Visibility and Traceability - Digital Twin Shadow Technology. Digital Twin Studio® Open Architecture enables it to interact with a multitude of RTLS and data systems – RFID, BarCode, GPS, PLC, WMS, EMR, ERP, MRP, or RTLS systems Digital Twin with AI and Machine Learning - Predictive Analytics and Dynamic Scheduling Real-time predictive analytics deliver insights via notifications when issues are identified before they occur with state of the art Digital Twin Technology Digital Twin Replay - View Past Events and Setup Active Alerts. Digital Twin Studio can replay and animate all past events through 2D, 3D and VR. Digital Twin Live Real-Time Metrics - Dynamic Dashboards - Simple drag and drop dashboard builder with unlimited layout capabilities.
