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Epicor Connected Process Control provides a simple-to-use software solution that allows you to configure digital work instructions and enforce process control. It also ensures that operations are error-proof. Connect IoT devices to collect 100% time studies and process data, images and images at the task level. Real-time visibility and quality control on a new level! eFlex can handle any number of product variations or thousands of parts, whether you are a component-based or model-based manufacturer. Work instructions can be linked to Bill of Materials, ensuring that products are built correctly every time, even if changes are made during the process. Work instructions that are part a system that is advanced will automatically react to model and component variations and only display the right work instructions for what's currently being built at station.

Cybernetica specializes in providing Nonlinear Model Predictive Control (NMPC) utilizing mechanistic models. Our innovative software solution, Cybernetica CENIT, features a versatile architecture capable of addressing diverse industrial challenges by delivering optimal strategies. This includes advanced multivariable optimal control, predictive control mechanisms, and intelligent feed-forward strategies, along with efficient handling of constraints. Furthermore, our adaptive control capabilities leverage state and parameter estimation, incorporating feedback from indirect measurements via the process model. The use of nonlinear models allows for effective operation across extensive ranges, enhancing the management of nonlinear processes. This leads to a diminished reliance on step-response experiments and bolstered accuracy in state and parameter estimations. Additionally, we offer control solutions for both batch and semi-batch operations, efficiently managing nonlinear processes that function under fluctuating conditions. Our technology also ensures optimal grade transitions in continuous operations, safe supervision of exothermic processes, and control of unmeasured variables, including conversion rates and product quality. As a result, we contribute to reduced energy consumption and a lower carbon footprint, while also enhancing overall process efficiency. In summary, Cybernetica is committed to advancing industrial control solutions that optimize performance and sustainability.

The Model Predictive Control Toolbox™ offers a comprehensive suite of functions, an intuitive app, Simulink® blocks, and practical reference examples to facilitate the development of model predictive control (MPC) systems. It caters to linear challenges by enabling the creation of implicit, explicit, adaptive, and gain-scheduled MPC strategies. For more complex nonlinear scenarios, users can execute both single-stage and multi-stage nonlinear MPC. Additionally, this toolbox includes deployable optimization solvers and permits the integration of custom solvers. Users can assess the effectiveness of their controllers through closed-loop simulations in MATLAB® and Simulink environments. For applications in automated driving, the toolbox also features MISRA C®- and ISO 26262-compliant blocks and examples, allowing for a swift initiation of projects related to lane keep assist, path planning, path following, and adaptive cruise control. You have the capability to design implicit, gain-scheduled, and adaptive MPC controllers that tackle quadratic programming (QP) problems, and you can generate an explicit MPC controller derived from an implicit design. Furthermore, the toolbox supports discrete control set MPC for handling mixed-integer QP challenges, thus broadening its applicability in diverse control systems. With these extensive features, the toolbox ensures that both novice and experienced users can effectively implement advanced control strategies.

Enhance the precision and sustainability of Advanced Process Control (APC) models by integrating both linear and nonlinear variables through deep learning techniques, thereby expanding their operational capabilities. Achieve better return on investment by facilitating swift controller implementation, ongoing model enhancements, and more streamlined workflows that simplify the process for engineers. Transform the model development landscape with artificial intelligence and refine controller tuning via intuitive wizards that guide users in defining both linear and nonlinear optimization goals. Boost controller availability by utilizing cloud technology to access, visualize, and analyze real-time Key Performance Indicators (KPIs). In the fast-paced global market, energy and chemical industries must adapt with agility to satisfy consumer demands and optimize profit margins. Aspen DMC3 represents cutting-edge digital technology that empowers companies to realize a 2-5% increase in throughput, a 3% enhancement in yield, and a 10% decrease in energy consumption. Explore the innovative advancements in next-generation advanced process control technology and discover the transformative impact it can have on operations. This technology not only boosts efficiency but also supports sustainable practices within the industry.

AVEVA APC is an innovative model predictive advanced process control solution designed to enhance process profitability. In the current economic landscape, manufacturers encounter challenges such as constrained capital budgets, escalating manufacturing and energy expenses, and fierce global competition. AVEVA's Comprehensive Advanced Process Control equips businesses to tackle intricate manufacturing issues with cutting-edge automatic control solutions, maximizing value extraction from their operations. This technology not only boosts production yield and quality but also minimizes energy consumption. By facilitating the optimization of manufacturing activities, it enables continuous performance enhancements crucial for improving overall financial outcomes. AVEVA APC stands out as a holistic software solution that leverages advanced technology to create automatic control systems capable of unlocking the full potential of manufacturing processes. Ultimately, this empowers manufacturers to thrive in a highly competitive market while achieving sustainable growth.

Navigating the complexities of industrial processes presents a significant challenge for businesses striving to be both responsive to market demands and economically viable. To meet these challenges, manufacturers are required to refine their production techniques in order to offer an expanded range of higher-value items while also accommodating shorter production runs. It is essential for them to enhance output, optimize operational efficiency, and elevate product quality to the fullest extent permitted by their existing equipment. Achieving this necessitates maximizing equipment uptime and facilitating smoother transitions while minimizing waste. Furthermore, there is an increasing expectation from the public for manufacturers to lessen their environmental footprint and adhere to strict emissions regulations. Rockwell Automation Pavilion8® Model Predictive Control (MPC) technology serves as an advanced intelligence layer that integrates with automation systems, continuously steering the plant toward achieving a multitude of business goals—including cost savings, reduced emissions, consistent quality, and increased production—while operating in real time. This innovative approach not only enhances operational effectiveness but also aligns with sustainability initiatives, positioning manufacturers for success in an evolving marketplace.

Advanced Process Control (APC) provides a highly efficient solution for enhancing your plant's performance without requiring any hardware modifications. By implementing an APC application, you can stabilize operations while simultaneously optimizing production or energy usage, leading to a deeper insight into your production processes. This term encompasses a wide array of methods and technologies that complement fundamental process control systems, which are primarily constructed using PID controllers. Some examples of APC technologies include LQR, LQC, H_infinity, neural networks, fuzzy logic, and Model-Based Predictive Control (MPC). An APC application continually optimizes plant operations every minute, round-the-clock, seven days a week, ensuring consistent efficiency. Among these technologies, MPC stands out as the most widely adopted within the industry, as it utilizes a process model to forecast the plant's behavior for the near future, typically ranging from a few minutes to several hours ahead, thus providing a strategic advantage in operational planning. Through the continual refinement of processes, APC not only improves efficiency but also contributes to long-term sustainability goals.

MPCPy is a Python library designed to support the testing and execution of occupant-integrated model predictive control (MPC) within building systems. This tool emphasizes the application of data-driven, simplified physical or statistical models to forecast building performance and enhance control strategies. It comprises four primary modules that provide object classes for data importation, interaction with real or simulated systems, data-driven model estimation and validation, and optimization of control inputs. Although MPCPy serves as a platform for integration, it depends on various free, open-source third-party software for model execution, simulation, parameter estimation techniques, and optimization solvers. This encompasses Python libraries for scripting and data manipulation, along with more specialized software solutions tailored for distinct tasks. Notably, the modeling and optimization tasks related to physical systems are currently grounded in the specifications of the Modelica language, which enhances the flexibility and capability of the package. In essence, MPCPy enables users to leverage advanced modeling techniques through a versatile and collaborative environment.

Pitops stands out as the sole software solution capable of executing genuine closed-loop system identification with PID controllers in Auto mode, or even with secondary PID controllers in Cascade mode, without the necessity of interrupting the cascade chain or undertaking additional, labor-intensive plant step tests. No other competitor tool is capable of successfully identifying transfer functions using data from PID controllers in Cascade mode, making Pitops unparalleled in this regard. Additionally, Pitops conducts transfer function identification entirely in the time domain, unlike other tools that rely on the more intricate Laplace (S) or Discrete (Z) domains. It also has the remarkable ability to manage multiple inputs and identify several transfer functions simultaneously. Utilizing a groundbreaking proprietary algorithm, Pitops facilitates multiple inputs closed-loop transfer function system identification in the time domain, significantly surpassing traditional methods like ARX/ARMAX/Box and Jenkins used by competing tools. This innovative approach not only streamlines the process but also enhances accuracy and efficiency, making Pitops the preferred choice in the industry.

Apromon is a web-based software solution designed for assessing the performance of PID loop controls, including both primary and Advanced Process Control (APC) loops. It offers a comprehensive evaluation for individual loops, cascade configurations, APC loops, and even for signals that only have a process variable (PV) without a connected controller. One of Apromon's standout features is its ability to automatically translate various types of controllers—such as those for flow, pressure, temperature, and level—into a unified “grade” factor, similar to the scores teachers assign to students during evaluations. This grading system ranges from 0 to 100, where 100 represents optimal performance and 0 signifies the lowest. Furthermore, Apromon operates continuously, ensuring that performance metrics are consistently calculated and stored without any interruptions, unlike some competing products that may overlook certain tags during monitoring. This relentless dedication to performance tracking guarantees that users have real-time insights into their control systems' efficiency at all times.

Producers like yourself possess the expertise required to maneuver through the intricate hurdles of remaining competitive in today’s market landscape. This is applicable across a wide range of sectors, including pharmaceuticals, consumer goods, food and beverage, mining, and chemicals. Therefore, embracing the latest technological innovations is essential for advancing your ongoing digital transformation efforts. Throughout your organization, from the control room to executive meetings, users of process systems consistently grapple with the challenge of optimizing productivity while managing budget limitations and resource availability, all while tackling shifting operational risks. By addressing these challenges head-on, you can unlock significant productivity enhancements across your facility with the PlantPAx distributed control system (DCS). The features of this system can greatly influence the lifespan of your plant operations, ensuring that integrated and scalable systems enhance productivity, boost profitability, and minimize operational risks. Ultimately, investing in such advanced systems can lead to a more resilient and efficient production environment.

The DeltaV S-series Electronic Marshalling utilizing CHARMs allows for flexible placement of field cabling, independent of the type of signal or control methodology employed. The DeltaV™ Distributed Control System (DCS) is designed to streamline automation processes, which reduces operational challenges and mitigates project risks effectively. This advanced collection of products and services enhances plant efficiency through intuitive control solutions that are straightforward to manage and service. Importantly, the DeltaV DCS is adaptable, easily scaling to fit your specific requirements without introducing additional complexity. Furthermore, the seamless integration capabilities of the DeltaV system encompass various functions including batch processing, advanced control, change management, engineering tools, diagnostics, and much more, ensuring a comprehensive solution for your operational needs. Ultimately, this flexibility and integration pave the way for improved productivity and reliability in industrial environments.

The System 800xA is more than just a Distributed Control System (DCS); it serves as an Electrical Control System, a Safety system, and a platform for collaboration, designed to enhance engineering efficiency, operator performance, and asset utilization. With its integrated electrical control capabilities, the ABB Ability System 800xA allows for comprehensive management of the entire electrical system, spanning from high-voltage switchgear to low-voltage motor control systems. Whether used in conjunction with the 800xA DCS or independently, this system is an optimal choice for managing electrical controls. By utilizing intelligent devices, users can significantly reduce the amount of hardwired cabling required for switchgear, regardless of the standard protocols in place. The digital communication's high reliability not only enhances the flow of information from devices but also allows for the elimination of additional electrical measurement instruments, thereby streamlining operations and improving overall system efficiency. Ultimately, the ABB Ability System 800xA stands out as a versatile and effective solution in modern electrical control management.

Seeq is the first app that focuses on process data analytics. Search your data, add context, model, cleanse, find patterns, establish boundaries and collaborate in real-time with time series data. No matter what your operational data system or process historian - the OSIsoft®, PI System®, Honeywell’s Uniformance®, Emerson DeltaV and Ovation or Inductive Automation's Ignition - Seeq can connect and get to work in minutes. What's missing in the current hype about predictive analytics, machine learning and data science is solutions to the real problems that an analytics-driven company faces. Your current employees' expertise. Collaboration and knowledge capture are key to fostering sharing and reuse of analytics efforts. The ability to quickly distribute insights to those who need them to improve outcomes.

Guidewheel's AI platform will help you get more out of existing assets, reduce costs, and make your team win. The fastest way to improve factory operation. Track downtime accurately and identify root causes for improved efficiency and utilization. Forecast throughput accurately and track planned production vs. actual. Monitor OEE in real-time and see your trend over time. Track cycles, cycle times, and performance against goals. Monitor energy consumption and look for ways to reduce costs and consumption. Find out about maintenance issues before they become a problem. Monitor conditions such as temperature, flow, humidty, and pressure. Unlock hidden capacity by revealing and addressing losses such as preventable downtimes, long changeovers and late starts. AI-driven alerts will notify you when performance is deviating from the plan. This allows your team to take corrective actions and stay on track. Delivering on time is the best way to build customer trust.

Cognata provides comprehensive simulation solutions for the entire product lifecycle aimed at developers of ADAS and autonomous vehicles. Their platform features automatically generated 3D environments along with realistic AI-driven traffic agents, making it ideal for AV simulation. Users benefit from a readily available library of scenarios and an intuitive authoring tool to create countless edge cases for autonomous vehicles. The system allows for seamless closed-loop testing with straightforward integration. It also offers customizable rules and visualization options tailored for autonomous simulation, ensuring that performance is both measured and monitored effectively. The digital twin-grade 3D environments accurately reflect roads, buildings, and infrastructure, down to the finest details such as lane markings, surface materials, and traffic signals. Designed to be globally accessible, the cloud-based architecture is both cost-effective and efficient from the outset. Closed-loop simulation and integration with CI/CD workflows can be achieved with just a few clicks. This flexibility empowers engineers to merge control, fusion, and vehicle models seamlessly with Cognata's comprehensive environment, scenario, and sensor modeling capabilities, enhancing the development process significantly. Furthermore, the platform's user-friendly interface ensures that even those with limited experience can navigate and utilize its powerful features effectively.

Honeywell's UniSim® Design Suite serves as a multifunctional software solution for process simulation and modeling, allowing engineers to develop both steady-state and dynamic models aimed at enhancing plant design, optimization, and troubleshooting efforts. This suite includes features tailored for sustainability initiatives, such as carbon capture and the generation of green hydrogen, thereby promoting enhanced operational efficiency and alignment with business objectives. Additionally, UniSim models can function as digital twins, providing capabilities to track plant performance, forecast changes in processes, and bolster safety, output, and profitability in various operations. Ultimately, this tool empowers engineers to make informed decisions that contribute to a more sustainable and efficient industrial landscape.

Atinary's Self-Driving Labs (SDLabs) platform offers a no-code solution for AI and machine learning, aimed at transforming research and development workflows by allowing conventional laboratories to move from hands-on experiments to fully autonomous experimentation. This platform enhances the design and refinement of experiments through a comprehensive closed-loop system that incorporates AI-generated hypotheses, forecasts, and decisions. Among its notable features are multi-objective optimization, efficient database management, streamlined workflow orchestration, and real-time data analysis. Users have the capability to set experimental parameters with specific constraints, enabling machine learning algorithms to determine the next steps in the process, conduct experiments either manually or with robotic aid, analyze outcomes, and update models with the latest data, thus expediting the pursuit of improved, cost-effective, and environmentally friendly products. Additionally, Atinary offers proprietary algorithms, including Emmental for tackling non-linear constrained optimization, SeMOpt for implementing transfer learning in Bayesian optimization, and Falcon, which collectively enhance the platform's functionality and effectiveness. By leveraging these advanced tools, researchers can achieve greater efficiency and innovation in their experimental processes.

Moving past isolated solutions and temporary process efforts, the Qventus platform offers an extensive array of technologies aimed at fostering ongoing operational enhancement. It seamlessly integrates with your current infrastructure, equipping you with all the necessary tools to establish a comprehensive closed-loop system for operational management. As the healthcare sector's pioneering closed-loop system for operations management, Qventus stands out in its ability to not only identify but also predict potential issues across different timeframes—past, present, and future—before they arise. Achieving this requires a diverse suite of technologies, including integration with electronic health records (EHRs) and various other systems, advanced data analytics, artificial intelligence, and machine learning for immediate identification and forecasting, along with situational awareness tools that offer real-time visibility across multiple organizational tiers. However, merely detecting issues is insufficient; it is equally important to provide support to frontline teams, ensuring they have the resources and information necessary to address challenges effectively. This holistic approach enables organizations to enhance their operational efficiency while improving patient care outcomes.

We will create an engine designed to help you achieve ambitious growth objectives by aligning your financial and operational plans effectively. Our approach will create a seamless connection between your strategies, ensuring predictability in your pipeline while also identifying potential risks and avenues for expansion. We will benchmark key performance indicators and implement revenue "dials" to track progress, along with developing a customized growth model that suits your unique needs. Additionally, we will design a comprehensive revenue funnel strategy and set up an Executive dashboard for clear visibility. Continuous progress reporting will be provided, utilizing closed-loop feedback to enhance outcomes. Our analysis will incorporate qualitative insights, such as Win/Loss evaluations, to proactively identify both risks and opportunities. We will also conduct real-time "what if" scenarios to adapt to changing conditions, generating optimized funnel strategies for monthly, quarterly, and yearly reviews. We thrive on challenges and welcome the opportunity to discuss any you might have in mind. Our dedication lies in transitioning businesses from initial traction to scalable growth, and we will rigorously audit your key business metrics from the past year. By constructing "dials" that drive consistent growth based on critical assumptions, we will align your teams towards common objectives with a robust revenue funnel plan. This holistic approach will empower your organization to navigate the complexities of growth with confidence.

Promote circular economy efforts while addressing global economic issues, evolving market trends, and competitive forces by enhancing performance, quality, and market readiness through leading-edge simulation software tailored for chemicals, polymers, life sciences, and innovative sustainability practices. Aspen Plus stands as the premier process simulator, drawing on more than four decades of expertise and insights from leading chemical firms, complemented by a renowned physical properties database. This software offers comprehensive process modeling that integrates economic, energy, safety, and emissions evaluations, thereby enhancing time-to-market, process efficiency, and sustainability metrics. By leveraging Aspen Plus, the efficiency of chemical operations is significantly boosted, making it a valuable tool for the bulk chemicals, specialty chemicals, and pharmaceutical sectors. This advanced modeling technology not only facilitates the optimization of throughput and product quality but also reduces energy consumption across various processes, paving the way for a more sustainable future. Ultimately, Aspen Plus empowers industries to meet the challenges of modern manufacturing while driving innovation and environmental responsibility.

CENX Service Assurance offers a comprehensive view of service topology, inventory, faults, and performance across various systems, bringing them together into one cohesive interface. This level of insight empowers operators to enhance hybrid communication networks and implement automated processes effectively. Consequently, they can rapidly roll out next-generation services, explore innovative business models, and embrace advanced technologies like Network Functions Virtualization (NFV), Software-Defined Networking (SDN), Self-organizing Networks (SON), as well as 5G and IoT, all while keeping costs manageable. By fundamentally transforming how service providers interact with their networks, CENX Service Assurance delivers nearly real-time actionable visibility, triggers closed-loop actions, and integrates inventory and fault correlation, supplemented by Threshold Crossover Alert (TCA) analysis on performance metrics from various sources. This innovative approach paves the way for numerous cutting-edge enterprise applications within the realm of 5G technology, pushing the boundaries of what is possible in network management.

LiveRamp’s platform enables privacy-focused and customizable collaboration within your organization and with external partners, facilitating audience building, data activation, and gaining actionable insights. As cookies phase out, establishing a new marketing foundation for the coming decade becomes essential. Safe Haven not only safeguards your investment in audience data but also fosters significant collaborative opportunities, enabling a more precise and evolving understanding of your customers in a secure manner. By maximizing your marketing data's worth, Safe Haven empowers you with over 600 seamless integrations, allowing connections with top-tier services to enhance audience insights, obtain novel measurement reports, or initiate partnerships for developing innovative predictive models or micro-segments. Shift the conversation from mere impressions and clicks to metrics that resonate with the entire C-suite, such as incrementality, closed-loop measurement, journey analytics, and revenue impact, ensuring your marketing efforts are both relevant and effective. In doing so, you can transform how your organization approaches data-driven marketing strategies and foster a culture of informed decision-making.

The Plex Quality Management System (QMS) enables both process and discrete manufacturers to adhere to stringent industry standards and customer requirements through an integrated digital record-keeping system. By facilitating consistent and reliable quality assurance via in-line quality measures, transparent reporting, and straightforward audit tracking, it ensures that manufacturers can maintain compliance effortlessly. With real-time access to quality documentation available digitally throughout the organization, businesses can effectively meet regulatory demands while fostering operational efficiency. Enhanced delivery performance, improved supplier relationships, and greater customer satisfaction contribute to sustained growth in both new and repeat business. By embedding quality management into everyday workflows and processes, the risk of quality-related losses, warranty claims, or product recalls is significantly minimized, ultimately enhancing brand image and customer loyalty. Furthermore, Plex enables the creation of detailed process control plans that include specific inspection protocols and digital checklists, streamlining quality oversight across various operational areas. This comprehensive approach to quality management not only safeguards compliance but also drives continuous improvement and innovation within the manufacturing sector.

Oracle Real-Time Decisions (RTD) integrates both rule-based systems and predictive analytics to create dynamic solutions for managing enterprise decisions in real-time. It facilitates the incorporation of immediate intelligence into various business processes or customer interactions as they occur. A robust transactional server ensures that decisions and recommendations are made in real-time. This server autonomously produces decisions within the business workflow, uncovering insights and transforming data in motion into actionable intelligence. Closed-loop decision-making allows organizations to apply comprehensive business logic effectively. Additionally, analytical decisions empower businesses to utilize established analytical resources for rules-based or predictive choices. Furthermore, self-adjusting processes enable organizations to create systems that evolve automatically in response to feedback over time, ensuring ongoing optimization and adaptability. Ultimately, this integration of technology fosters a more responsive and intelligent business environment.

Delivr serves as a holistic identity resolution platform designed to allow businesses to access and collaborate seamlessly on data from any cloud or platform. This versatile solution caters to numerous use cases, helping organizations gain deeper insights and effectively engage with their audiences driven by zero-party data. As the pioneering identity resolution platform, Delivr enables companies to refine and enhance their go-to-market strategies. Organizations can discover reliable and scalable methods for achieving growth. By leveraging zero-party data alongside closed-loop attribution, businesses can obtain a clearer understanding of their audiences and activate them effectively. Through cutting-edge approaches to data privacy, ethics, and enterprise identity, our platform enhances your operational ecosystem, ensuring that engagement is both precise and confident. Ultimately, Delivr equips companies with the tools they need to thrive in a data-driven landscape.

Quanto™, the premier offering from WorldQuant Predictive, provides business users with AI-driven forecasts, allowing them to conduct simulations and enhance their decision-making through a user-friendly analytics application. Utilizing WQP's unique methodologies and technology, signals are extracted from a multitude of global data sources to generate AI-enhanced predictions that support informed decision-making. This groundbreaking strategy facilitates the implementation of AI on an unprecedented scale and speed. Clients benefit from immediate access to comprehensive functionalities from the outset, eliminating the need for data cleansing and integration. Our extensive network of data scientists collaborates to develop models, and the variety of their methodologies uncovers signals that often go unnoticed, thereby boosting accuracy. Moreover, our exceptional repository of alternative and third-party data identifies alphas that are frequently ignored, further enriching the decision-making process. By integrating such diverse data sources and advanced analytics, businesses can navigate complex environments more effectively than ever before.

Enhance your healthcare professional (HCP) engagements and streamline your commercial processes using a comprehensive Super App designed for edetailing and closed-loop marketing, covering everything from content distribution and sample management to compliant, multi-channel communication. By closing the feedback loop in both marketing and sales efforts, you can significantly boost operational effectiveness. This all-encompassing solution empowers you to implement your strategic initiatives. Improve your interactions with HCPs and foster deeper customer connections through customized, targeted content. With cutting-edge technology available at your fingertips—whether you’re at home, in the office, or on the move—you can seamlessly integrate your commercial operations. Pitcher provides various pathways and functionalities, specifically tailored to meet the unique needs and demands of commercial representatives, medical science liaisons (MSLs), or key account managers (KAMs), ensuring that each role is supported effectively. The flexibility offered by this Super App positions you to adapt and thrive in an ever-evolving market landscape.

Marketing tunnel vision and solutions that don't work are gone. Say hello to a flexible, turnkey platform that makes it easy to make seamless, omnichannel experiences for every customer, from the first to the last touchpoint. Ai-Intelekt implements hyper-personalization, prescriptive analytics, customer journey analytics, & closed-loop integration. Hyper-personalization allows you to create deeply personalized customer journeys of your brand through coordinated, informed actions & campaigns. You can track the journey of each lead and customer to ensure you know their preferred messaging, purchase history, and background. Predictive analytics Use true artificial intelligence (AI) to take control of your customer's lifetime worth. Forecasts are based on behavioral data and historical sales.

The Cisco IOx application framework merges the capabilities of Cisco IOS with the Linux operating system to create a secure networking environment. By utilizing Cisco IOS software, you can run IoT applications that ensure secure connectivity while providing robust services for quick and dependable integration with both IoT sensors and cloud platforms. Running applications directly at the edge, where IoT data is generated, allows for faster insights, informed decision-making, and impactful actions. Cisco IOx empowers IoT developers by providing a familiar Linux-based environment, enabling them to choose their preferred programming languages, models, and open-source tools. This platform facilitates the processing of large data volumes and enables real-time closed-loop system controls. Furthermore, Cisco IOx maintains uniform management and hosting capabilities across a range of network infrastructure products, such as routers, switches, and computing modules, ensuring seamless operation. This versatility makes it an essential tool for developers aiming to innovate in the IoT space.

A premier solution for modeling, forecasting, and enhancing processes through multivariate statistical analysis and engaging visual representations. Accelerate product development, elevate quality, and refine processes by simplifying the analysis of extensive data sets more efficiently than previously possible. Achieve quicker and more precise solutions to practical challenges by examining diverse data types to enhance product creation, quality assurance, and manufacturing operations. Utilize advanced multivariate statistical analysis techniques, specifically designed for spectroscopy and chemometrics, to gain insights. Import material, sensor, process, and spectral data in various formats, complemented by easy-to-use features for plotting, preprocessing, and modeling spectral information. Ensure superior product classification to maintain consistent quality across offerings. Enhance productivity and simplify every stage of the analytical process with streamlined project-based workflows. Additionally, utilize compliance features such as digital signatures, password protection, and audit trails to adhere to regulations including 21 CFR Part 11 and EU Annex 11, ensuring your processes meet industry standards. This comprehensive tool empowers organizations to make informed decisions, fostering innovation and operational excellence throughout.

F5 Aspen Mesh enables organizations to enhance the performance of their modern application environments by utilizing the capabilities of their service mesh technology. As a part of F5, Aspen Mesh is dedicated to providing high-quality, enterprise-level solutions that improve the efficiency of contemporary app ecosystems. Accelerate the development of innovative and distinguishing features through the use of microservices, allowing for scalability and reliability. This platform not only minimizes the risk of downtime but also enriches the overall customer experience. For businesses transitioning microservices to production within Kubernetes, Aspen Mesh maximizes the effectiveness of distributed systems. Additionally, it employs alerts designed to mitigate the risk of application failures or performance issues by analyzing data through advanced machine learning models. Furthermore, Secure Ingress ensures the safe exposure of enterprise applications to both customers and the web, reinforcing security measures during interaction. Overall, Aspen Mesh stands as a vital tool for companies aiming to thrive in today's dynamic digital landscape.

Tools for decision support tailored to the process industries link self-optimizing plants to the value chain at every operational level, encompassing execution, tactical planning, and extending to strategic business planning. Elevate strategic business planning by integrating advanced modeling techniques, economic insights, robust optimization, and comprehensive what-if scenario analyses. Develop solid and optimized plans that comprehensively represent the supply chain, production capabilities, constraints, and financial aspects. Achieve seamless operations through enhanced scheduling optimization and alignment between supply chain management and operational processes. AspenTech stands out as a premier provider of solutions for enterprise asset performance management, asset performance monitoring, and optimization. Their comprehensive suite of asset management software empowers organizations to refine their engineering and maintenance workflows, resulting in minimized downtime and heightened operational efficiency. This capability is essential for companies striving to maintain a competitive edge in an increasingly demanding market.

Experion®LX utilizes Honeywell’s established Experion Process Knowledge System (PKS) technology and is crafted to effectively fulfill the control system requirements of diverse industrial sectors. This system offers a cohesive platform featuring extensive connectivity, sophisticated HMI tools, and software-driven solutions that enhance operational efficiency and facilitate innovative business results. With Experion LX, users have the opportunity to broaden their focus at any stage, expanding from process control and management to encompass personnel and asset management, as well as integrating the resources across their entire business operations. The platform offers adaptable control options based on Series 8 and ControlEdge, ensuring a better fit for a range of industrial needs. Additionally, it guarantees data integrity and seamless integration with business applications, leading to optimized performance and more streamlined operations. As industries continue to evolve, having a robust system like Experion LX is crucial for maintaining a competitive edge.

Automated variable selection helps to pinpoint essential variables along with their interactions, while effective visualization techniques enhance understanding of data and model behaviors. Additionally, the execution of batch commands complements SQL queries and dataset exploration. Pre-processing and post-processing steps are crucial for variable creation and output constraints, among other tasks. Models can be readily deployed through ActiveX (i.e., OCX) controls or DLLs, making implementation straightforward. The suite of advanced modeling algorithms encompasses regression, neural networks, self-organizing maps, dynamic clustering, decision trees, fuzzy logic, and genetic algorithms. Predictive Dynamix offers robust computational intelligence software that serves a wide array of applications, including forecasting, predictive modeling, pattern recognition, classification, and optimization, catering to various industries. Leveraging modern neural network technologies, these solutions provide powerful mechanisms for tackling complex challenges in forecasting and pattern recognition. Multi-layer perceptron neural networks are particularly noteworthy for their architecture, enabling multiple coefficients for each input variable, thus enhancing the model's adaptability and accuracy. This versatility in neural network design is crucial for addressing the diverse needs of contemporary data analysis challenges.

Utilizing advanced threat intelligence, extensive data mining and analysis, machine learning, visualization, and various other technologies, Wangsu's situational awareness provides a network security landscape that is “visible, manageable, and controllable.” This system significantly enhances the capabilities of regulatory bodies, governmental entities, enterprises, and institutions in discovering, identifying, understanding, analyzing, and responding to potential threats. Moreover, it aids businesses in obtaining real-time insights into their online operations while facilitating a seamless connection among monitoring, early warning, and emergency response processes. By harnessing vast and ongoing user access trajectory data, it effectively consolidates and evaluates all forms of threat intelligence and security incidents, offering a comprehensive assessment of intrusion threats from a macro viewpoint. This proactive approach equips companies to tackle unforeseen new attacks efficiently, ensuring they maintain an up-to-date understanding of the overall security landscape of their networks and customer operations. Ultimately, this robust framework fosters a safer digital environment, enabling organizations to operate with confidence amid increasing cyber threats.

Creovai offers innovative solutions for contact center leaders by leveraging AI to enhance conversation intelligence and provide real-time support for agents. The platform meticulously examines all customer interactions, offering immediate guidance to agents while generating valuable insights to elevate overall performance—all from one seamless interface. By evaluating every voice and digital communication according to your specified criteria, Creovai minimizes the time spent on manual quality assurance, granting your team a comprehensive understanding of both agent efficiency and customer satisfaction. With AI-driven predictive scoring models and preset insight categories, it addresses critical "what" and "why" questions surrounding customer dialogues, empowering you to make data-driven decisions in customer experience (CX). Furthermore, it facilitates automatic, real-time coaching for agents, tailored to conversation insights and customer intentions. By creating a continuous feedback loop, organizations can utilize insights from interactions to refine call scripts, enhance real-time support, and foster ongoing operational advancements, ultimately leading to improved customer interactions and satisfaction.

ProModel is an advanced discrete-event simulation tool that facilitates the planning, design, and enhancement of both new and existing manufacturing, logistics, and various operational systems. It allows you to accurately model real-world processes along with their natural variability and interdependencies, enabling thorough predictive analyses of potential modifications. By focusing on your key performance indicators, you can optimize your system effectively. You can generate a dynamic, animated model of your operational environment using CAD files, process maps, or Process Simulator models. This visualization helps you to clearly observe and comprehend the functioning of current processes and policies. Additionally, you can utilize the model for brainstorming sessions to pinpoint possible changes and formulate scenarios to evaluate improvements aimed at meeting your business goals. Each scenario can be executed independently, allowing you to contrast their outcomes using the Output Viewer, which is built on the latest Microsoft® WPF technology. This comprehensive approach ensures that your operational decisions are data-driven and strategically sound.

Honeywell Intelligrated provides an extensive array of warehouse automation solutions aimed at enhancing both distribution and fulfillment processes. Their product range includes cutting-edge material handling equipment such as conveyor systems, sortation technologies, and palletizing/de-palletizing solutions, all of which are seamlessly integrated with sophisticated software platforms like the Momentum Warehouse Execution System (WES). This innovative WES supervises nearly every facet of automated warehouse operations, covering inbound and outbound logistics, inventory management, and labor oversight, while offering real-time decision-making capabilities and the flexibility to scale operations as needed. Furthermore, Honeywell's Automated Storage and Retrieval Systems (AS/RS) boost throughput and optimize warehouse space by employing artificial intelligence and machine learning techniques to facilitate dynamic decision-making and maximize system automation. In doing so, they ensure that warehouses can adapt efficiently to fluctuating demands and operational challenges.

Stay proactive with AI-enhanced recommendations, comprehensive visibility, seamless collaboration across departments, and data-driven decision-making. Revolutionize your supply chain through the E2E Control Tower, specifically crafted to address issues such as fragmented visibility and sluggish responses to disruptions. Achieve real-time, centralized visibility by integrating every component of your supply chain. With the aid of AI-powered analytics, obtain crucial insights and predictive alerts that help streamline inventory management, enhance performance, and optimize operations. Maintain an edge against disruptions by fostering a resilient, agile, and responsive supply chain that meets the demands of today's fast-paced environment. Tailor and implement robust AI-driven marketplace solutions to fit your specific supply chain requirements. Leverage insights from predictive analytical models that continuously evolve by incorporating new data and historical performance. An intuitive interface combined with a human-centered design guarantees user-friendliness without sacrificing functionality, allowing teams to effectively engage with the system. Enhanced operational efficiency will lead to improved overall performance and adaptability in a rapidly changing market landscape.

ProModel is a cutting-edge discrete-event simulation tool designed to facilitate the planning, design, and enhancement of both new and existing systems in manufacturing, logistics, and various operational areas. This technology enables users to create accurate representations of real-world processes, capturing their natural variability and interconnectedness, which is essential for effective predictive analysis of potential modifications. By focusing on key performance indicators, you can optimize your system's performance. The software allows for the creation of an animated, interactive model of your business environment derived from CAD files, process maps, or Process Simulator models, providing a clear visualization of processes and policies in motion. This visualization aids in brainstorming sessions, where you can explore potential adjustments and devise scenarios to test improvements aimed at meeting business goals. Additionally, you have the capability to run multiple scenarios concurrently and analyze their outcomes using the Output Viewer, which is built on advanced Microsoft® WPF technology, enhancing the decision-making process. This comprehensive approach to simulation not only aids in immediate problem-solving but also fosters long-term strategic planning and innovation.

Nokia's innovative OSS portfolio, combined with its 5G Future X network framework and digital value platforms, empowers Communication Service Providers (CSPs) to exhibit digital-native characteristics and engage in more independent decision-making processes. This advanced OSS facilitates a transition from isolated operations to a dynamic, integrated lifecycle management approach featuring automated capabilities. It is meticulously crafted with a focus on automation, intelligence, and closed-loop service lifecycle management to ensure an outstanding OSS experience. The path to adopting this new OSS represents a significant transformation, merging standalone capabilities and enhancing the consolidation of operations with assurance, shifting from a focus on networks and services to a customer-centric and business-oriented model, ultimately achieving zero-touch automation. By unifying operations, the new OSS paves the way for the support of cutting-edge digital services, the development of new value chains, and the establishment of partner ecosystems, making it a cornerstone for future advancements in the industry.

Codiac serves as a comprehensive platform designed for large-scale infrastructure management, featuring a cohesive control plane that simplifies aspects such as container orchestration, multi-cluster management, and dynamic configuration without requiring YAML files or GitOps. Its Kubernetes-driven closed-loop system efficiently automates various processes, including workload scaling, the creation of temporary clusters, blue/green and canary deployments, and innovative “zombie mode” scheduling that optimizes costs by powering down inactive environments. Users benefit from immediate ingress, domain, and URL management alongside the effortless integration of TLS certificates through Let’s Encrypt. Each deployment not only produces immutable system snapshots and maintains versioning for instantaneous rollbacks but also ensures compliance through audit-ready features. Security is bolstered by role-based access control (RBAC), finely tuned permissions, and comprehensive audit logs that adhere to enterprise standards, while integration with CI/CD pipelines, real-time logging, and observability dashboards grants complete visibility over all resources and environments, thereby enhancing operational efficiency. All these features work together to create a seamless user experience, making Codiac an invaluable tool for modern infrastructure challenges.

Improve your service to customers by providing better visibility and predictability for container vessel ETAs, ETBs, and ETDs. Inventory levels, production schedules and transportation can be better planned. Cost reduction by reducing uncertainty and optimizing operation. Improved customer service through reliable information about shipment arrivals. Data in real-time allows for agile decision-making. Predictive analytics that incorporate data on port congestion, and other factors that affect cargo movements. Using advanced statistical models, we can analyze decades of data on actual sailing plans. Total visibility and predictability for monitoring and controlling your shipments. All global services will be rotated in one rotation. Plan your logistics more efficiently to save time and resources. Predict arrival and departure times using insights from historical data. Address any potential delays in the supply chain.

A no-code AI platform designed for enterprises transforms raw data into enhanced business insights. In the pursuit of valuable information within extensive data lakes, misleading correlations can contaminate findings, resulting in unreliable signals for organizations. CausaLake smartly identifies the most relevant data tailored to specific use cases, standing out as the sole technology capable of delving beyond correlated indicators in comparable datasets to pinpoint causal factors. Causal AI models illustrate the workings of various systems, encompassing economies, businesses, and biological entities. They offer a high level of trust and transparency, merging the strengths of human expertise with artificial intelligence. CausaLab represents the pinnacle of causal model discovery technology. The essence of AI transcends mere future predictions; it aims to actively influence outcomes. For AI to facilitate high-quality decision-making, it must grasp the human context alongside the goals and limitations of organizations. To address this challenge, we introduced decisionOS, which effectively connects predictions with actionable decisions, empowering organizations to optimize their strategies.