Model Predictive Control Toolbox vs. Python vs. Solver SDK Comparison Chart

Epicor Connected Process Control (CPC), formerly eFlex Systems, provides manufacturers a flexible, no-code/low-code MES solution. No programming or special skills required. Digital work instructions, with multi-media capabilities, along with the ability to integrate virtually any device with communication capabilities, provides 100% historical record of the product and the process. Providing data insight, from production reports, to part history, quality summary and more — address issues quickly, minimize waste and disruptions. Whether you start small in subassembly areas, an entire line, or apply enterprise wide - we work with manufacturers of all sizes and needs. Hosted on prem or in the cloud, you decide what's best for your operations.

PathSolutions TotalView network monitoring and troubleshooting software bridges the gap between NETWORK MONITORING and TROUBLESHOOTING RESOLUTION telling you WHEN, WHERE and WHY network errors occur. PathSolutions TotalView continuously monitors and tracks the performance of every device and every link in your entire network, going deeper than other solutions by collecting error counters, performance data, configuration information and connectedness. A built-in heuristics engine analyzes all of this information to produce plain-English answers to problems. This means that complex problems can be solved by junior level engineers leaving the senior level engineers to work on more strategic level projects. The core product includes everything needed to run a perfectly healthy network: Configuration management, server monitoring, cloud service monitoring, IPAM, NetFlow, path mapping, and diagramming. Get Total Network Visibility on your network and solve more problems faster.

JOpt.TourOptimizer is an adaptable component to solve VRP, CVRP, and VRPTW class problems for any route optimization in logistics or similar fields. JOpt.TourOptimizer gives full access to modern optimization strategies and already includes many useful functions and algorithms to model various tour optimization problems. The JOpt.TourOptimizer library is easily integrated into any product. It can be customized to meet special requirements or adapt to the industries’ specific needs in which your software products are used. JOpt.TourOptimizer – enables you to enhance your product or project by seamlessly integrating DNA’s tour and resource optimization engine. It comes as a Java library or in Docker Container utilizing the Spring Framework and Swagger.

Control D is a customizable DNS filtering and traffic redirection platform that leverages Secure DNS protocols like DNS-over-HTTPS, DNS-over-TLS and DNS-over-QUIC, with support for Legacy DNS. - Block malicious threats - Block unwanted types of content network wide (ads & trackers, IoT telemetry, adult content, socials, and more) - Deploy in minutes on fleets of devices using RMM - Manage clients using sub-organizations - Gain visibility on network events and usage patterns, with client level granularity - Re-route traffic via proxies (through DNS) for improved privacy and security - Enjoy superior UX and simplicity Think of it as your personal Authoritative DNS resolver for the entire Internet that gives you granular control over what domains get resolved, redirected or blocked.

ShareMyToolbox - Your Ultimate Tool Tracking Solution. Effortlessly monitor small tools and equipment. Seamlessly accessible on Apple and Android devices, mobile users can explore their company's tool inventory. Requesting tools and accepting assignments is a breeze, utilizing barcode scanning. Unveil the power of GPS coordinates captured during scanning, precisely showing all scans on an interactive map. Tailored for contractors, our system boasts unparalleled user-friendliness. Embark on your tool tracking journey in just three steps: Streamlined Organization: Curate an inventory of tools and equipment, creating your personalized cloud catalog of valuable assets. Amplified Visibility: Empower field personnel with swift access to view the company's array of assets through our intuitive mobile app. Foster Accountability: Grant field workers the ability to check tools in and out, and transfer tools from person to person through the convenience of barcodes and QR codes.

InEight offers integrated project controls software built for capital construction. The modular platform is integrated to support flexible implementation and is architected for scalability. Purpose-built applications manage all project phases, from accurate pre-planning to predictable execution and completion. By connecting cost, schedule, contracts, and project information in one platform, teams gain real-time visibility and advanced analytics to make smarter decisions. Trusted by 850+ companies and used to manage over $1 trillion in projects worldwide, InEight supports industries including infrastructure, transportation, mining, water, power and renewables, nuclear, oil, gas, and chemical. With InEight, teams can improve project delivery, modernize operations, standardize best practices, manage budgets and forecasts, control scope changes, enhance collaboration, and gain the clarity to keep even the most complex capital projects on track.

Synerion is workforce management software that makes complex time and attendance simple. Track time from biometric clocks, mobile with geofencing, web, or kiosks; build accurate schedules and control labor costs with premiums, wage grids, step rates, and project level allocation. Real time alerts flag missed punches and overtime before they hit payroll. PTO, leave, and accruals are included. Implementation is handled in house by experienced specialists, not outsourced. Choose fast start Agile or fully configurable Enterprise to match your needs. Connect to your existing stack with 100 plus payroll, ERP, and HR integrations. Trusted for 35 years by thousands of organizations, Synerion gives you clean data, fewer exceptions, and confident compliance across locations and unions. Book a demo to see how the platform adapts to your rules, not the other way around. Gain visibility with dashboards and audit ready reports that put hours, coverage, and costs at your fingertips.

Tai Software is a fully integrated Transportation Management System (TMS) built to meet the real needs of freight brokers. It efficiently manages Full Truckload (FTL), Less Than Truckload (LTL), and more, helping optimize operations, enhance carrier selection, win more business, and improve profitability. Tai connects with leading LTL carriers, load boards, tracking tools, and other platforms to centralize workflows and eliminate inefficiencies. Brokers and 3PLs rely on Tai to quote smarter, book faster, automate repetitive tasks, and gain real-time visibility into every shipment. All from one single screen. By embedding AI and machine learning into daily operations, Tai TMS helps teams focus on strategic growth, improve service, and adapt quickly in a shifting market. Empowering brokerages to do more with less, Tai turns complexity into clarity, so brokers can scale efficiently without sacrificing control.

StrongDM is a People-First Access platform that gives technical staff a direct route to the critical infrastructure they need to be their most productive. End users enjoy fast, intuitive, and auditable access to the resources they need, and administrators leverage simplified workflows to enhance security and compliance postures. - We open up a clear, direct path that gives individualized access to the right people and keeps everyone else out. - Total visibility into everything that’s ever happened in your stack. Security and Compliance teams can easily answer who did what, where, and when. - Admins have precise control over what each user has access to—without these controls ever getting in the way of productivity - IT, InfoSec, and Administrators have precise controls. Unauthorized access is eliminated because users never see resources they don’t have permission to use. -All past, present, and future infrastructure is supported - Responsive 24/7/365 customer support.

A10 Defend Threat Control, a SaaS component of the A10 Defend suite, offers a real-time DDoS attack map and proactive, detailed list of DDoS weapons. Unlike other tools available today that provide convenience at the cost of false positives and false negatives, A10 Defend Threat Control provides hands-on insights into attackers, victims, analytics, vectors, trends, and other characteristics, helping organizations establish a more robust security posture by delivering actionable insights to block malicious IPs that can launch or amplify DDoS attacks.