Alternatives to Hyperdrive

Brewer's Dashboard instantly gives vital batch data to your brewers whenever and wherever they need it. The Brewer's Dashboard allows you to manage your tanks and brew process. This gives you precision control and consistency in the brewing process. You can expand and grow with your brewery, from small to large distributed facilities, via cross-platform, flexible deployment, and built in communication protocols. Accurate, industry-proven, and accessible from anywhere. Our temperature control system will revolutionize how you brew. Batch reports show real-time temperature and laboratory testing on a single dynamic screen. Your recipes are used for setting the temperatures at each stage. Monitor and control your brewhouse. Include the brewhouse readings in your finial batch reports. Step mashing can be programmed remotely to turn on the boiler before you start brewing. It's easy, affordable, and customizable to your specific needs.

BangDB integrates AI, streaming and graph analytics within its DB to allow users to deal complex data of all types, such as text, images and objects. Real-time data processing and analysis Many types of data are required to be ingested and processed simultaneously for today's use cases. BangDB supports almost all the data formats that are useful to users to solve their problem quickly. The rise of real-time data allows for real-time streaming and predictive analytics to optimize business operations.

FactoryTalk®, ProductionCentre, a comprehensive MES, can help you achieve a variety of productivity, quality and compliance goals. ProductionCentre combines quality management and business analytics with a paperless shop floor and repair execution. This increases operational efficiency and helps you demonstrate regulatory compliance and high-quality. There are many options available, including single-plant, multiplant and industry-specific suites.

Averroes.ai, an AI-powered platform with no-code, is designed for manufacturing and industry applications. It specializes in visual inspection, advanced processes control (APC), virtual metrology (VM), and more. It is 99% accurate in defect detection, and integrates seamlessly into existing systems from industries like semiconductors, electronics and solar energy. The platform uses AI to automate defects detection, enable real-time optimization of processes, and reduce false negatives. It also enhances quality control, productivity and operational efficiency.

You will never lose sight of your transports, and you will always know when they arrive at the destination. Synfioo's OnTime Navigationgator gives you the visibility and reliability to manage transport processes efficiently. We connect all players in intermodal logistics, regardless of whether they are ship, truck, train or plane. We send you an alert when your transport encounters an unplanned event. This will give you the information you need to make proactive decisions. We account for the entire supply chain, gather real-time information from over 70 data sources and calculate precise ETA calculations using our proprietary ML algorithm. You can keep your fleet organized with exact arrival times predictions for both pre- and post-carriage.

Software designed to support your manufacturing operations goals. FactoryTalk®, software, is designed to support an ecosystem of advanced industrial apps, including IoT. It all begins at the edge of manufacturing and scales from on-premise up to cloud. Software that is cutting-edge in design, optimizes operational efficiencies, and offers predictive and augmented maintenance benefits can supercharge your industrial environment. Rockwell Automation software, hardware and services can solve your most difficult problems, from process to batch to discrete.

The PDX platform provides an end-to-end predictive analytics solution for monitoring critical assets. It collects and analyzes big data with the goal to reduce unplanned downtime, increase productivity, and improve product quality.

A cloud database that can scale to handle large streaming data sets. Kinetica harnesses modern vectorized processors to perform orders of magnitude faster for real-time spatial or temporal workloads. In real-time, track and gain intelligence from billions upon billions of moving objects. Vectorization unlocks new levels in performance for analytics on spatial or time series data at large scale. You can query and ingest simultaneously to take action on real-time events. Kinetica's lockless architecture allows for distributed ingestion, which means data is always available to be accessed as soon as it arrives. Vectorized processing allows you to do more with fewer resources. More power means simpler data structures which can be stored more efficiently, which in turn allows you to spend less time engineering your data. Vectorized processing allows for incredibly fast analytics and detailed visualizations of moving objects at large scale.

Integrate legacy systems seamlessly into the next-gen cloud or data platforms with one solution. Connect allows you to take control of your data, from mainframe to cloud. Integrate data via batch and real-time input for advanced analytics, comprehensive machinelearning and seamless data migration. Connect draws on the decades of experience Precisely has gained as a leader in mainframe sorting and IBM i data availability security. This allows the company to be a leader in the field of complex data access and integration. Access to all enterprise data is possible for critical business projects. Connect supports a wide range targets and sources for all your ELT/CDC needs.

Your business processes can be extended in the cloud. You can extend SAP solutions quickly and easily without disrupting your business processes. Rapidly create robust and scalable cloud-native apps. Utilize your existing ABAP knowledge to create new extensions and renovate existing custom applications. Innovation is key to business agility. Cloud-native, low-code and responsive event-driven apps are cloud-native and easy to use. Intelligent business process optimization accelerates results. Optimize business processes by connecting operational workflows to experience data. Get actionable and impactful insights to predict business outcomes and identify new revenue and growth opportunities. Profit from predictive analytics and machine-learning capabilities. Integrate real-time intelligence in your business applications. Personalize the user experience for customers, partners, and employees.

FAID Quantum is a powerful software that helps identify fatigue exposure, and supports the management of working hours within an organization's fatigue plan. FAID Quantum is based on real-world data and has been successfully used across a variety of industries, including rail, aviation (including mining), emergency services, construction, health, energy, and others. FAID Quantum supports reactive, proactive, and predictive fatigue management, in accordance with ICAO requirements. FAID Quantum uses two validated biomathematical modeling to provide a more comprehensive understanding of fatigue exposures. FAID Quantum provides a cost-effective, practical and proven management solution. Highly accurate sleep-wake predictions. Ability to set fatigue tolerance and task risk. Calculations of time zone and circadian disruptions. Optional crew augmentation for long-haul flights.

Mitutoyo's MeasurLink software provides complete support for your manufacturing control system. MeasurLink 9 provides online data collection, SPC charts, analysis, quality control/supervisor alerts and reports, and all of this in real-time for your entire manufacturing system. MeasurLink is designed to create a quality-sharing system for integrated network, and includes a comprehensive data collection solution for your business. MeasurLink standard real-time functions as a clearinghouse for data acquisition by allowing you to connect virtually any measuring device and acquire data. It supports a wide range of metrology technologies including calipers and micrometers as well as indicators, CMMs, Vision Systems, and more.

Advanced seismic processing and imaging can condition data for depth imaging and interpretation. Companies can configure the system to meet their business objectives and user needs through modular design, open architecture, and compliance to standards. The most advanced seismic processing and imaging solutions available, including SRMA and 5D interpolation and Aspen Echos RTM. A library of over 350 modules that allows the construction of data-dependent processing workflows to solve current geophysical challenges. The industry's best interactive link between data, seismic applications, and parameters. Aspen Echos is the standard seismic processing system in the oil and gas industry for producing 2D and 3-D seismic images of subsurface.

ASCTrac WMS is a top-of-the-line WMS solution. It can manage any size operation, including manufacturing, warehouse distribution, or 3rd party operations. ASCTrac WMS can integrate with most popular accounting systems or can function completely as an ERP stand-alone.

Machine Learning and Predictive Analytics Platform. Advanced artificial intelligence is a pre-built platform for machine learning and big-data analytics that can enhance data-driven decision making. OpenText Magellan makes predictive analytics easy to use and provides flexible data visualizations that maximize business intelligence. Artificial intelligence software reduces the need to manually process large amounts of data. It presents valuable business insights in a manner that is easily accessible and relevant to the organization's most important objectives. Organizations can enhance business processes by using a curated combination of capabilities such as predictive modeling, data discovery tools and data mining techniques. IoT data analytics is another way to use data to improve decision-making based on real business intelligence.

BusinessMatch+ offers 40+ additional business attributes, including tax liens, judgments, UCC filings (Uniform Commercial Code), revenue, employee count and normalized company names, as well as layoff notifications. Scores and attributes that can be used to predict macro- and microeconomic disruptions. Reduce the number of verification referrals, by predicting income overstatement probabilities at the time of the application. Livesight's secure network technology allows you to access the verification work that your peers have already completed. Layoffs, upcoming unemployment, macro and microeconomic disruptions by industry and geography. Predict whether an employer will be affected by future disruptions.

Recording shop floor activities in real time is essential for pharmaceutical manufacturing. This helps ensure compliance with 21 CFR Part 11 (GMPs) and quality. Automated systems ensure that batch records are accurate and easily retrievable, and that the manufacturing processes can be tracked. CaliberBRM, an EBR software, eliminates paper-based processes. This reduces the risk and improves product quality and data integrity. Real-time recording of 4Ms in life sciences and other highly regulated industries is a necessity. It improves the business process. Digitalizing batch production records can help you save time and effort. The Electronic Batch Record (EBR), System gives you complete control over the 4Ms. CaliberBRM reduces inventory waste, checks and aligns manpower according to need, manages instrument management, reduces review cycles, etc. It also reduces operating expenses. Quality Review Management (QRM), stresses the importance of performing exception review to speed up batch release.

Emissions View can be used for both state-wide and national coverage. This powerful package includes a unique spatial- and temporal GIS-based platform that allows users to create and maintain an extensive emissions inventory from a variety sources, including mobile, area, and point. Emissions View combines all relevant emissions models and guidances into one unified interface. Emissions View provides guidance to inexperienced emission inventory managers through a series of wizards. Advanced users can edit and create data using the software's advanced options. If there are no measurements available for a source, emissions can be calculated using any of the hundreds if emissions estimation calculators. These include the Petroleum Industry, Wood & Paper Industry and Chemical Processing.

METROLOGX4: Universal 3D Measurement Software Metrolog allows you to upscale your quality inspection. Get a real performance accelerator to power your 3D measuring devices, and more. Metrolog X4 architecture not only benefits from current computer and OS technology significantly increasing performance and metrology software throughput but also simplifies your day to day measurement workflow.

Language Studio is an enterprise-class modular machine translator and language processing platform. Language Studio uses the most recent advances in Artificial Intelligence (AI) and state-of–the-art Deep Neural Translation (DNMT / NMT), to deliver high-quality automated translators in near real-time for chat and discussion, as well as batch mode for document processing. Language Studio enterprise machine translator software platform is specifically designed for security, data privacy and flexibility. Language Studio offers enterprise-class machine translation and processing using state of the art technologies based on artificial intelligence, machine learning and natural language processing. Omniscien Technologies' state of the art Hybrid Neural/Statistical Machine Translation technology powers Language Studio. This technology combines the strengths of both technologies to produce high-quality, best in class translations.

AutoML, an open-source, state-of the-art AutoML technology, is used to train high-quality models quickly and easily. Deep Learning and pre-trained models are used to provide additional intelligence when applicable. Uses Causal AI and AutoML to ensure fairness, causal inference, and counterfactual predictions. All models can be instantly deployed online to be used with an API or interactively online. Complete feature descriptions and model explanations with Shapley value. Our AI engine is completely open-source. Our algorithms can be fully audited, and can be used anywhere. It groups customers and products into similar groups with a rich set features. Forecasts the future by using historical data to capture temporal patterns. Predicts unlabelled data using predictive models built with labelled data

Brewmaxx can be used to automate a brewery's full-scale or partial production. brewmaxx has a high-performance, real-time database that records, processes, machines, and energy data. As standard, a variety of production, batch, or consumption reports can be generated. These reports can be easily processed using Excel. In terms of functionality, the brewmaxx production information management system is identical in function to Plant Acquis iT. The standard brewmaxx process controller system provides proven solutions to control and engineering tasks in the brewing industry. BREWMAXX is integrated in the standard process control systems. It provides system components specifically designed for workflow-controlled processes within breweries.

NetvirE, an advanced low-code IIoT cloud-native platform, offers remote asset management, predictive maintenance and real-time monitoring. It also allows businesses to optimize their operations, understand the health of their assets and make data-driven decision. NetvirE's comprehensive set of features has revolutionized asset management and preventive maintenance across many industries.

You can leverage near real-time reporting on performance and pay, as well as AI, to ensure a continuous health check of your sales organization. You will immediately see a clear, high-level snapshot on team performance. Use AI/ML-based indicators for identifying areas of concern. Xactly's Rep Attrition algorithm allows managers to prevent attrition from happening. Xactly Insights, the only SPM platform that offers real-time dynamic performance indicators based upon real pay and performance data from a variety of industries, is the only one. This data can be used by sales, finance, and operations to make timely and accurate business decisions. Use AI/ML to predict sales rep loss and take proactive steps to prevent it from happening. Compare plan design and performance with industry peers using advanced filter settings that allow customers the ability to slice and dice sales data to create advanced metrics and reports that support a wide range of sales performance business requirements.

We provide innovative workflows for dental practices to improve patient care, revolutionize the way they order lab work, and collaborate with each other. Communication is key to achieving consistent, well-fitting restorations. We have created innovative ways to collaborate with our dentists, using technology. This allows us to redefine what is possible for each patient. You can approve 3D designs and get real-time reviews of scans to have complete control over your lab's work. Our world-class technicians use the most precise dental technologies and have industry-leading turnaround time. You can reach our clinical experts in less than 2 minutes via live chat, email, text or phone. Our proven digital dentistry toolkit will help you grow your practice by converting to digital workflows. Deliver predictable patient outcomes using innovative technology and tools.

Arena empowers businesses from all industries to take high-frequency, critical path decision fully autonomously. Autopilot for high-frequency business decision making. Autonomy OS, which is similar to a physical robot's sensor, brain and arm, is made up of three components: the sensor, the head, and the arm. The sensor measures, while the brain makes decisions and the arm takes actions. The entire system works in real-time and automatically. Autonomy OS encodes heterogeneous data using different latency profiles. This includes streaming real-time and structured data series, as well as unstructured data such images and text. These data are used to train machine learning models. Autonomy OS also adds contextual data from Arena's demand graph, a daily updated index of factors that influence consumer demand and supply. This includes product prices, availability by location, and demand proxies from various social media platforms. Customers' preferences and behavior change, supply routes are unexpectedly disrupted and competitors alter their strategy.

Hexagon Manufacturing Intelligence collaborates with manufacturers to develop solutions for the smart factory. Our software and hardware solutions use data to connect departments, embed continuous-learning into every stage of the production process, and place intelligent quality at heart of product lifecycle. Quality drives productivity by allowing data to inform decision-making, from concept to reality. Hexagon Manufacturing Intelligence offers industrial metrology systems that can be used for dimensional measurement. Hexagon Manufacturing Intelligence is the largest software developer in the metrology industry and offers a wide range of in-house developed, individually-customizable software packages that deliver intelligent and effective data acquisition, analysis and evaluation as well as powerful data management and reporting tools.

Predictive analytics can be used to drive business value. Improve processes and make informed decisions. Create predictive models for faster and more accurate forecasting and anomaly detection. TIM InstantML is a hyperautomated, augmented solution for machine learning for time series data to improve forecasting, anomaly detecting, and classification. TIM helps you discover the value of your data, and enables you leverage the power of prediction analytics. Automatic feature engineering of high quality while simultaneously adapting model structure and parameters. TIM offers flexible deployment options. Easy integration with your favorite platforms. TIM offers a variety of interfaces. TIM Studio offers a streamlined graphical user interface. With powerful, automated predictive analytics, you can become truly data-driven. Discover the predictive value of your data faster and more easily.

Talend Data Fabric's cloud services are able to efficiently solve all your integration and integrity problems -- on-premises or in cloud, from any source, at any endpoint. Trusted data delivered at the right time for every user. With an intuitive interface and minimal coding, you can easily and quickly integrate data, files, applications, events, and APIs from any source to any location. Integrate quality into data management to ensure compliance with all regulations. This is possible through a collaborative, pervasive, and cohesive approach towards data governance. High quality, reliable data is essential to make informed decisions. It must be derived from real-time and batch processing, and enhanced with market-leading data enrichment and cleaning tools. Make your data more valuable by making it accessible internally and externally. Building APIs is easy with the extensive self-service capabilities. This will improve customer engagement.

Imply is a real time analytics platform built on Apache Druid. It was designed to handle large scale, high performance OLAP (Online Analytical Processing). It provides real-time data ingestion and fast query performance. It also allows for complex analytical queries to be performed on massive datasets at low latency. Imply is designed for organizations who need interactive analytics, real time dashboards, and data driven decision-making. It offers a user-friendly data exploration interface, as well as advanced features like multi-tenancy and fine-grained controls for access. Imply's distributed architecture and scalability make it ideal for use cases such as streaming data analytics, real-time monitoring, and business intelligence.

Apache PredictionIO®, an open-source machine-learning server, is built on top a state of the art open-source stack that allows data scientists and developers to create predictive engines for any type of machine learning task. It allows you to quickly create and deploy an engine as web service on production using customizable templates. Once deployed as a web-service, it can respond to dynamic queries immediately, evaluate and tune multiple engine variations systematically, unify data from multiple platforms either in batch or real-time for comprehensive predictive analysis. Machine learning modeling can be speeded up with pre-built evaluation methods and systematic processes. These measures also support machine learning and data processing libraries like Spark MLLib or OpenNLP. You can create your own machine learning models and integrate them seamlessly into your engine. Data infrastructure management simplified. Apache PredictionIO®, a complete machine learning stack, can be installed together with Apache Spark, MLlib and HBase.

Cybernetica offers Nonlinear Model Predictive Controller (NMPC) based upon mechanistic models. Cybernetica CENIT is a flexible software product that can address any industrial problem with optimal solutions. Multivariable optimal control, predictive control, intelligent feed forward, optimal constraint handling. Adaptive control via state and parameter estimation and feedback from indirect measurements through a process model. Nonlinear models can be used over larger operating ranges. Control of nonlinear processes can be improved. There is less need to perform step-response tests and there are better state and parameter estimates. Control of batch and semibatch processes, control over nonlinear processes that operate under varying conditions. Continuous processes require optimal grade transition. Safe control of exothermal process and control of unmeasured variables such as conversion rates, product quality, and other variables. Reduced energy consumption and carbon footprint

You can manage your transports, from planning to billing, regardless of whether you are a shipper and/or carrier. You can collaborate with all your partners in real-time.

AVEVA APC is a model predictive advanced control system that improves process economics. Manufacturers are facing increasing overhead costs and reduced capital budgets in today's economic environment. They also face rising manufacturing and energy prices and fierce global competition. Comprehensive Advanced Process Control by AVEVA helps you solve complex manufacturing problems with state-of the-art automated control solutions that can extract maximum value out of your processes. It can increase production yield, quality, and reduce energy consumption. It can optimize manufacturing operations and provide the performance improvements that you need to improve your bottom-line. AVEVA APC is a comprehensive, predictive, advanced process control software that increases process profitability by improving quality, increasing throughput and reducing energy consumption. It utilizes state-of the-art technology to create automatic control systems capable of unlocking process potential.

Intelligent bots and advanced analytics can automate and analyze document-intensive tasks. Automate your enterprise securely with maximum control, compliance, and auditability. WorkFusion provides all the capabilities necessary to automate multiple functions within an enterprise. It also delivers remarkable results. This integrated platform eliminates all gaps and obstacles. Packaged solutions are designed to automate the most complex processes in specific industries. Intelligent bots can be trained on a wide range of documents and data.

As an expert in digital process innovations, it is our goal to offer innovative solutions to the industry that drive digitization and make customers' processes as efficient as possible. Viscopic Pins: This software allows you to quickly and easily create Augmented Reality content that is customized to your requirements. Pinpoint digital information precisely onto desired points on real objects to revolutionize manual work flow in production, quality control, maintenance, installation, training, and other areas. Viscopic POLYGONS - Are you looking for a cost-effective way to plan your production and logistics? VISCOPIC Polygons allows you to quickly and easily place holograms of shelves, systems, and other important elements in your production area. You can also move them around with a simple hand gesture. It is not necessary that the CAD data be manually optimized in advance.

AI-powered Informatica Data Engineering streaming allows data engineers to ingest and process real-time streaming data in order to gain actionable insights.

Elements®, a 2D CAD-based software for metrology, is ideal for measuring parts that have a high feature density. It can create measurement routines from 2D CAD data with ease. It then optimizes measurement paths automatically to ensure that data is collected as quickly as possible. Elements' advantage is its ability to handle large numbers of discrete features efficiently and quickly. CAD formats that can be imported include DXF and Gerber as well as CSV locations lists. The advanced review mode allows users to inspect specific features in real-time after a run is completed. The coarse alignment feature allows for the positioning of finders in real-time to be updated for more accurate measurements. The built-in analysis tools make it easy to analyze large data trends. These tools include scatter plots and histograms for dimensional values as well as whisker plots that show deviations from nominal. Evaluate your measurements and recommend the best solution for your needs.

Cloud IoT Core, a fully managed service, allows you to connect securely, manage, and ingest data across millions of devices worldwide. Cloud IoT Core can be used in conjunction with other services on the Cloud IoT platform to provide a complete solution for gathering, processing, analyzing and visualizing IoT data. This will help improve operational efficiency. Cloud IoT Core can combine dispersed device data into one global system that seamlessly integrates with Google Cloud data analytics services. Your IoT data stream can be used for advanced analytics, visualizations and machine learning. This will help you improve operational efficiency, predict problems, and create rich models that better describe your business. You can securely connect millions or a few of your globally distributed devices using protocol endpoints that use horizontal scaling and automatic load balancing to ensure data ingestion under all conditions.

Aera's Cognitive Operating System™ is the digital brain for your company. It brings agility, scale, accuracy, and speed to your decision-making. This is possible by dynamically orchestrating four fundamental architectural pillars for Cognitive Automation: data science, process, change, and science. Aera's real-time crawling technology is a patent that collects, harmonizes, and augments billions from complex enterprise systems and other data sources. All this while keeping context. The result is that 100% of the internal and external data required to decision automation and enhancement are made available in real-time. Aera implements advanced techniques such as optimization, prediction, modeling, and artificial intelligence (AI), within the context of a decision. The patented models incorporate domain expertise with thousands of predefined measures that can be used in all areas of the business. You can either bring your own or build one of our pre-packaged algorithms.

Transforming the way water operators manage, forecast, and measure water quality in industrial, agricultural, and municipal applications. Increase yield and product quality, as well as reducing rejected batches. The KETOS smart water intelligence platform allows you to monitor water quality automatically in real time. The EPA-compliant KETOS smart water intelligence platform allows you to monitor and control the quality of your water. Automated measurement of over 30 parameters, including heavy metals. Get threshold-based alerts in real time and view automated water quality reports. KETOS is a fully integrated platform which combines hardware, software and connectivity. It also provides predictive analytics, maintenance, and automated reporting to help automate water monitoring. KETOS allows water operators to identify and resolve mission-critical water quality and efficiency issues in real time or before they occur through predictive algorithms. This ensures that water meets specified standards.

Software asset management, cloud management, and SaaS management are all combined in one platform. This allows you to optimize all your technology from one platform that seamlessly integrates into your enterprise ecosystem. You can clearly see, understand, and manage all aspects of your technology landscape, on-prem or in the cloud. Deep insights into usage, spend, and vulnerabilities will help you maximize the value of your technology investments. Get the automation and perspective you need to anticipate the changing needs of your business and align with them. You will save money in weeks and not months with quick implementation and intuitive design. Reduce data silos and see all cloud, hybrid, and on-prem technologies together. Clean and augmented data are available, updated daily, and powered by the largest discovery catalogue in the world. Self-service and recommendations drive value, save time, and increase productivity.

MergerWare provides complete security across borders, companies, firewalls and other barriers. Our partnership with Amazon Web Services and Microsoft (Azure) ensures that we can support a wide range of compliance programs and adhere to the highest data protection and security standards. MergerWare accelerates each stage of your deal's lifecycle, ensuring that up to 50% of deals are successful. It's not about predicting what M&A deal will result. It's about doing the right thing. Our M&A expertise and work is disrupting the M&A deal execution process across all industries. This is reshaping traditional deal execution methods. We share some of our most recent M&A innovations that are focused on different deal challenges through blogs and podcasts.

Platform for dynamic storage and retrieval that adapts to changing cubic dimensions, eliminating manual pick stations. Real-time allocation of space allows for dense storage of parcels with varying sizes. The operation is fully automated, as the parcels are moved from conveyor to storage without any human intervention. The high-density arrangement allows for retrofit and greenfield installations, accommodating space-constrained areas. Manage packages efficiently with minimal storage footprint. Zero-touch sortation capabilities and route optimization capabilities. Rapid batching, sequencing and batching to speed up vehicle loading. Digital control and complete visibility from end to end. Unleash the powerful power of advanced analytics, system controls and predictive maintenance. Boxbot is a revolutionary automated sorting and storing solution that revolutionizes parcel logistics.

The I2M Platform, an acronym for Intelligence to Manufacturing, is an enterprise-grade Smart Manufacturing platform for controlling, managing and optimizing industrial plants. It was developed by DataBot Software Intelligence S/A, a Brazilian high-tech firm. Based on nearly 30 years of experience in industrial software, the framework is a structured, holistic way to extract actionable insight from process data to create business value. I2M Platform is the next generation of Manufacturing Operation Management. It integrates in one tool Advanced Analytics with Artificial Intelligence, Machine Learning, Industrial IoT Layer and Cyber Security. It creates a real-time loop that includes data acquisition and intelligence layer feedback. This is the base of the predictive engine.

Qwen2.5, an advanced multimodal AI system, is designed to provide highly accurate responses that are context-aware across a variety of applications. It builds on its predecessors' capabilities, integrating cutting edge natural language understanding, enhanced reasoning, creativity and multimodal processing. Qwen2.5 is able to analyze and generate text as well as interpret images and interact with complex data in real-time. It is highly adaptable and excels at personalized assistance, data analytics, creative content creation, and academic research. This makes it a versatile tool that can be used by professionals and everyday users. Its user-centric approach emphasizes transparency, efficiency and alignment with ethical AI.

IBM Concert puts you in charge, so you can simplify your operations and optimize them to continuously deliver enhanced client experiences as well as improved developer and SRE productivity. IBM Concert offers generative AI insights to help you better understand your application landscape. It also helps you discover the connections, dependencies and gaps in your application architecture. Concert, powered by watsonx and your existing environment, connects seamlessly with your toolsets and environments. It provides real-time data mapping and dependency mapping, which allows you to identify operational challenges, identify root causes, anticipate problems before they occur, and take proactive action with automation. Concert allows you manage applications across any environment or toolset. Concert connects all the disparate data streams coming from underlying tools, so you can understand your applications better and make business decisions based on outcomes.

You must be able to see what you don’t see, plan for what isn’t known, prioritize resolution options, and execute to ensure success in today’s supply chain complexities. To ensure that your supply chain is visible from every point, we purposely built Luminate Control Tower using an AI/ML backbone. You now have the ability to understand, act, and learn real time information from the entire digital ecosystem. Transform with unified views and critical alerts that allow teams to connect the dots and plan for action. Real-time predictions of the impact on sales, production capacity, inventory and production. Machine learning can be used to generate and leverage resolution recommendations based upon data patterns and outcomes. To enable collaboration across the extended network, take advantage of intuitive, flexible and empowered decision-making. Real-time visibility of supply chain partners including suppliers, contract producers, and transportation carriers.

Recogni unlocks new possibilities in perception processing Our vision recognition module (VCM) is based on a custom ASIC and can run deep-learning networks with incredible efficiency. This purpose-built solution allows cars to detect small objects over long distances and consume minimal battery power.

A unified platform can be deployed to enhance your organization's visual knowledge and automate tasks over time. TechSee's platform provides a single view of customer issues across an organization. This allows for warm transfer between channels and leverages visual data to enable AI-powered automation. The platform has been proven to work with large departments and tens to thousands of reps. It can also support technicians, agents, and end users in new locations without affecting availability or performance. The platform uses visual data to automate processes with Computer Vision AI. This includes real-time decision support for agents as well as self-service for customers. The organization has access to the full history of each customer's visual session. This allows them to understand the context of each contact. This information can be used to support internal collaboration and is compliant with privacy policies.