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Engineering domain is increasingly being impacted by Digital technologies of IoT, AI, VR, AR, Web3 & Holographic projection. Robotics, Drones, Analytics & AI have led to automation of processes. Analytics in real time has increased manufacturing & service efficiency through edge computing devices and sensors. Software solutions have further optimised the entire cycle. Combination of all digital technologies driven and integrated by AI and software have led to the development of SMART organizations, be it a hospital, factory or a service like finance or marketing.
The engineering domain is increasingly being impacted by Digital technologies of IoT, AI, VR, AR, Web3 & Holographic projection. Robotics, Drones, Analytics & AI have led to automation of processes. Real-time analytics has increased manufacturing & service efficiency through edge computing devices and sensors. Software solutions have further optimised the entire cycle. The combination of all digital technologies driven and integrated by AI and software have led to the development of SMART organizations, be it a hospital, factory or a service like finance or marketing.g.
The integration of AI into the Engineering industry helps enhance vehicle design, optimize manufacturing processes, deliver superior driving experiences. AI-powered tools read and interpret engineering drawings, highlighting critical tolerances, and compliance issues. AI-powered design tools use algorithms to explore thousands of design iterations based on defined constraints. AI is transforming design process in engineering through advanced computational techniques that enhance efficiency, accuracy, and innovation.
AI algorithms guide robotic arms for precise welding, painting, or assembling. These robots adjust in real time to changes in environment.
The PGP certifications in Engineering are grouped across the following sections:
A. AI IN DRONE SERVICES
B. AI FOR MECHANICAL ENGINEERS
C. AI IN COMPUTER SCIENCE
D. AI FOR DIGITAL TWIN
E. AI IN CIVIL ENGINEERING
F. AI IN ELECTRICAL & ELECTRONICS ENGG
G. AI FOR ARCHITECTS & DESIGNERS
Other competency modules are also listed in the Products Section.

Smart factories leverage AI and connected devices to enhance efficiency, quality control, and worker safety. Epicor MES can help supercharge your Industry 4.0, Smart Factory and Sustainability projects. Our Advanced MES helps companies gain a competitive advantage by driving profitability, increasing capacity, improving quality, reducing onboarding time, and empowering employees. Turn your plant data into indispensable insights and bold actions that give you the edge.

papAI greatly increases the efficiency of production lines by automating crucial steps in the AI development and deployment lifecycle. Conventional industrial workflows are frequently beset by manual, repetitive procedures that result in resource waste, sluggish processes, and human error. By automating crucial processes like data intake, feature engineering, model deployment, and performance monitoring, papAI eliminates these inefficiencies.
Businesses may use papAI to build automated pipelines that gather and process data from machines, sensors, and production systems on a continual basis. By ensuring that AI models receive up-to-date inputs, real-time decision-making and increased accuracy are made possible.
Additionally, automation lessens the need for manual interventions, making processes like resource allocation, inventory control, and defect detection more efficient.

AI-driven Smart Factory solutions can be seamlessly integrated with IIoT, sensors, and PLCs on the shop floor, and combined with cyber-physical systems to significantly enhance production efficiency. Computer Vision Solutions come in handy to improve the efficiency of a variety of operations otherwise done manually. Enhance production efficiency using real-time data and minimize equipment downtime.
Machine Downtime Visibility
Equipment Availability Monitoring
Machine Performance Optimization

Optimizing Manufacturing, Boosting Productivity, and Enabling Real-Time Insights for Total Factory Control. Real-time monitoring of production processes and machine performance for enhanced operational efficiency.
Intelligent automated alerts for predictive maintenance and proactive downtime prevention.
IoT integration enabling data-driven insights and precise operational control.
Optimized production scheduling to maximize resource utilization and workflow efficiency.
Advanced quality control dashboards featuring defect tracking and in-depth analytical insights.

Safe, collaborative solutions that will help you revolutionize your intralogistics and Mobile production with cutting Edge technology. Transform your current process by Robotic Automation and improve your flow and efficiency. Centered around the user, the Novusflow(TM) platform fosters collaboration among individuals, computer systems like Enterprise Resource Planning (ERP) and Warehouse Management System (WMS), diverse arrays of mobile robots, and additional peripheral devices. Novusflow empowers your logistics operator to seamlessly devise, implement, and oversee material movements, all while offering valuable insights to your entire organization regarding the comprehensive system efficiency.

Our Smart Factory Solution has the capability to connect multiple sensors to monitor the status, automate, collect data, analyze it and derive useful insights to improve manufacturing operations. Avnet’s Smart Factory is a smart production line monitoring solution powered by AI and IoT technologies, which enables you to monitor everything on the shop floor from a centralized, live dashboard. Our industrial automation solution involves highly trained machine learning algorithms that can predict machine failures and brings higher operational intelligence that your legacy system was not able to perform.
Our Industry 4.0 solution enables manufacturers to connect multiple production lines and machines, acquire data at different stages of production from several disparate sources and develop capabilities like remote monitoring, edge analytics and predictive maintenance and digital twin.

Dot connects ERP, MES, PLM, SCM, and QMS tools to enhance efficiency, optimize operations, reduce downtime, and drive smart manufacturing solutions. Dot unifies AI models, intelligent agents, and seamless app integrations into a single platform, enabling manufacturers to streamline production, optimize supply chains, and enhance quality control using smart manufacturing solutions.
Its no-code customization and built-in optimizations empower manufacturing companies to reduce downtime, improve efficiency, and make data-driven decisions.

Experience the power of connectedness with a single platform that integrates applications, APIs, data, and AI agents. Turn the promise of AI into tangible results with secure orchestration, enhancing data trust and boosting productivity. Integrate and orchestrate applications, APIs, data, and AI agents to accelerate digital transformation and drive the adoption of trusted AI. Streamline business processes that span applications leveraging AI agents and a vast library of pre-built connectors. Manage AI agents across their lifecycle including building, testing, and deployment within one unified space. Interact with AI agents using natural language and manage API usage for enhanced performance and security.

Iotasol revolutionizes industry with AI, digitization, and additive manufacturing, mitigating skill shortages. Achieving a 12% productivity boost through data analytics, cloud computing, and IoT, our AR and VR adoption yields 2.5 times higher aftermarket service margins. iotasol excels in the industrial sector, leveraging automation, data analytics, and Industry 4.0 technologies for efficiency, precision, and innovation. Shaping industry trends, we provide future-ready solutions that turn challenges into growth opportunities for clients. iotasol propels change with AI, ML, and robotics, fostering trust through rigorous cybersecurity measures. As 2/3 of users express concern, we employ red-team testing and zero-trust architecture for resilient products.

At Intellectyx, we partner with enterprises to drive digital transformation, optimize operations, and scale AI-driven solutions. With expertise in data modernization, AI, cloud, and enterprise application development, we help organizations enhance efficiency, improve decision-making, and accelerate innovation. As a leading AI Agent Development Company, Intellectyx builds custom AI agent solutions that empower businesses to automate tasks, enhance decision-making, and scale efficiently. From virtual assistants to vision-based agents, our end-to-end AI agent development services are tailored for seamless integration and maximum ROI.

The Smart Manufacturing Platform offers fully-integrated MES, ERP, and supply chain management (SCM).Plex offers the flexibility to connect, automate, track, and analyze all aspects of your enterprise. Enhanced analytics provides additional levels of analysis. Industrial IoT (IIoT) enables shop floor production and asset management tracking. Plex can also centralize machine data collection from programmable logic controllers (PLC) for additional operational insights. Leverage built-in overall equipment effectiveness (OEE) to monitor and improve productivity.
Use real-time data to track activities and respond proactively rather than reactively.
Avoid disruptive unplanned downtime with predictive and preventive maintenance.

MachineMetrics Production Intelligence Platform captures what's going on with your production and operations, analyzes it, and delivers insights and guidance so you can adapt, pivot, and hit your production goals. Capture data from machines, operations, and shop floor systems. Integrate it with data from your ERP, APS, and other operational systems to see everything that's happening in your production environment, in real-time. Identify underperforming machines immediately so you can quickly address issues in real-time, calculate true machine utilization, and accurately forecast your potential capacity.
Immediately detect, identify and correct defects, Eliminate production bottlenecks & machine downtime, Improve production margins & time to market.

For marketing teams and marketing technology firms, finding and cultivating valuable customers is the key to building a profitable business. Leading companies know that personalized customer experiences and streamlined operations are key to their success. Companies that are making extensive use of AI are reaping the benefits of increased customer satisfaction and loyalty while improving operations which adds to their bottom line. Companies are using AI for a number of scenarios including assortment optimization, product recommendations, fraud detection, customer retention, and optimized marketing. H2O.ai, the open source and automation leader in AI, is empowering leading retail companies to deliver AI solutions that are changing the industry.

Decisyon Digital Factory (DDF) is an advanced suite of Industry 4.0 applications that seamlessly integrates IT and OT capabilities.
DDF is designed from the ground up to provide all required functionality for the entire manufacturing value chain, from connecting all your equipment and devices to creating a digital twin, plus advanced analytics to provide you insight about all your operations and optimize them, or prevent downtime and maintenance based on AI recommendations.
DDF enables Industry 4.0 concepts, transforming manufacturing into a smart and efficient process, creating intelligent factories that enhance productivity, efficiency, and flexibility. This advanced approach enables smarter decision-making and greater customization in both manufacturing and supply chain operations.

Zerynth supports manufacturing companies in streamlining production by increasing the value of interconnected industrial assets. Through the Zerynth Industrial IoT & AI Platform, it connects any industrial machinery in less than 3 hours, using a plug-and-play and non-invasive approach, enabling a complete 4.0 transformation with simplicity, speed and security. With Zerynth, you can Integrate existing ERP and MES systems without disrupting machine operations, providing a unified view of production processes. It introduces a multimodal experience, simplifying the exploration of data and KPI analysis. Zero, Zerynth’s Industrial AI Copilot, supports industrial enterprises in the process of transforming into a smart factory and achieving better performance

Cloudworx Cognitive Digital Twin Platform leverages our patented AI-driven technology to revolutionize operations across diverse industries. Our solution creates an intelligent, self-learning virtual replica of your facility or infrastructure, integrating real-time and historical data with advanced AI/ML algorithms for unprecedented insights and autonomous optimization.

Kyndryl is the world’s largest IT infrastructure services provider serving thousands of enterprise customers in more than 60 countries. The Company designs, builds, manages and modernizes the complex, mission-critical information systems that the world depends on every day. The Kyndryl Institute empowers leaders with original thought and independent insights that inform strategic decision-making and drive change.

Viso Suite is the leading computer vision infrastructure for teams to build, deploy and scale all use cases from prototype to production. Focus on tangible business outcomes, not infrastructure.Accelerate and scale your computer vision with the full-stack platform to build, deploy, and maintain AI vision applications, customized with your own data. Equip your entire organization to build solutions for any use case, with any model, on any hardware.

Capture and process real-world spatial data, pair it with advanced AI solutions, and apply the results in the real world to improve quality, increase efficiency, uncover hidden value and drive sustainability. Hexagon’s technologies improve productivity, quality, safety and sustainability in vital industries including construction, industrial facilities, manufacturing, mining, and cities & nations.

Softdel’s industrial IoT capabilities deliver AI-ready solutions that seamlessly drive digital transformation with proven, ready-to-deploy technologies. Softdel’s core expertise in handling varied device protocols, myriad data points, and seamless product and technology integrations helps organisations scale efficiently, stay at the forefront of today’s AI-enabled world, and keep innovating with current trends.

Our cybersecurity solutions help Software is the key to more efficient automation. Phoenix Contact provides automation software from configuration through to system operation. All products interact perfectly and feature innovative functions and intuitive, user-friendly operation. Emalytics combines a management and control unit with energy monitoring in one intelligent platform. The IoT-based framework allows you to control, evaluate, and process the data and information for all of the individual subtrades where this is needed. Benefit from easy engineering and one platform for all the processes and applications in your building.

Librium designs and manufactures hardware and software to offer IoT solutions applied to its three verticals: smart cities & infrastructure, agriculture and sustainability to build a more sustainable and datocratized society. Libelium's IoT technology entered the world of universities years ago in many different ways. The application of wireless sensor networks has allowed many international campuses to be recognized for their smart facilities. Each university campus can become a small smart city with its buildings and public spaces connected to the Internet. There are multiple applications that can help manage these spaces using wireless sensor network technology. Connect campus gardens or create an organic farming garden to monitor the weather and growing conditions of crops so that they are only watered when necessary.

Digital manufacturing is the process of using technology and computer systems to improve the quality and efficiency of manufacturing operations while reducing costs and waste.
It’s a collaborative, flexible, data-driven approach to manufacturing that helps product-focused companies gain a competitive edge and respond to changing market conditions with agility. PTC’s industry-leading solutions and broad ecosystem of partners can help you accelerate digital transformation by providing a digital foundation for the entire product lifecycle, from early design and development to manufacturing, service, and end-of-life management.

With aPriori, the system automatically identifies and highlights on the CAD model any issues that have the potential to slow down or stop manufacturing. Furthermore, aPriori will provide guidance on how to resolve the issue. This is extremely valuable as new, less experienced engineers enter the work force that are not trained in manufacturing strategies.
aPriori’s Manufacturing Insights Platform can help improve productivity for your design and engineering team by identifying and eliminating manufacturability issues before they reach the sourcing, supply chain, or manufacturing teams. This will allow your company to reach the market with new product innovations before your competitors and secure maximum market share.

Integrating Artificial Intelligence (AI) with your Manufacturing Execution System (MES) can transform the way you manage production processes. It enables you to transform your operations into a more efficient, data-driven, and agile enterprise. AI can provide the intelligence and automation needed to turn raw data into actionable insights, allowing manufacturers to optimize processes, reduce downtime, and improve product quality.AI is moving MES toward self-optimization — where the system learns from outcomes and continuously tweaks production plans, shift loads, and line balancing to achieve better efficiency without human intervention.

AI transforms ERP with automation, predictive insights, and real-time optimization—eliminating inefficiencies and unlocking growth like never before. AI, or Artificial Intelligence, can be used to improve ERP (enterprise resource planning) solutions in several ways.AI can be used to automate tasks such as financial forecasting, risk management, and inventory optimization. AI can also be used to provide predictive insights into customer behaviour and preferences, allowing companies to make data-driven decisions. Additionally, AI can be used to better analyze large amounts of data, providing businesses with valuable insights and actionable intelligence. Finally, AI can be used to monitor and analyze user behaviour, helping to create personalized experiences and improve customer service.

AI CRM is a customer relationship management software that incorporates Artificial Intelligence and Machine Learning to analyze customer data and trends, make predictions, recommend the next best actions, and automate routine CRM tasks.
AI in CRM serves as a powerful assistant that utilizes available customer data to improve customer engagement, conversion, retention, and value. By employing techniques like lookalike modeling, AI identifies common traits of top customers, helping companies target potential buyers who share similar attributes and are more likely to engage with their offerings. AI automates the design of marketing campaigns by autonomously designing marketing campaign workflows based on previous successful campaigns, audience analysis, marketing playbooks, and market trends.

AI workflow automation is poised to transform business operations from the shop floor to the C-suite in the AI economy. AI workflow automation involves using artificial intelligence to automate and streamline repetitive tasks within a workflow to enhance efficiency and productivity in business operations. Beyond that, AI workflow automation makes it easier to efficiently scale growth by integrating a wide range of digital tools (e.g., robotic process automation, APIs, software robots) and orchestrating the automation of routine tasks within and between core business processes. Fueled by machine learning, AI replicates human cognitive processes, adapting and improving over time. This is where intelligent automation comes into play, infusing workflows with advanced cognitive capabilities. Intelligent automation allows machines to think, learn, and make decisions autonomously. Traditional business process management (BPM) and AI workflow automation work together to streamline business processes. Integrating AI into BPM takes workflow automation to another level, enhancing its design, execution, and monitoring capabilities and propelling it forward by introducing intelligent decision-making, adaptability, and learning into workflows.
GigaTwin Digital Pvt Ltd
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