Best Engineering Software in India - Page 74
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Compare the Top Engineering Software in India as of April 2026 - Page 74
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Kebotix
Kebotix
Kebotix is a technology platform company for new chemicals and materials, ushering in a new age of high-speed innovation using artificial intelligence and robotic automation. Kebotix has built the world’s first self-driving lab for materials discovery powered by AI and robotics. Kebotix is accelerating the exploration, discovery, use, and production of new molecules and materials that can solve some of the world’s most urgent problems. Bring your products to market faster with us and benefit from the leading material design technology powered by our self-driving lab. Kebotix boosts your R&D to the forefront of digitalization by providing enterprise AI solutions customized for your materials discovery. We help you bring better products to market faster with automated learning from each iteration of the predict-produce-prove cycle. -
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Osium AI
Osium AI
Osium AI is an AI-powered software platform that enables industry leaders to accelerate the development of sustainable and high-performance materials and chemicals. By leveraging proprietary technology developed by experts with over a decade of experience in AI and multiple AI patents, Osium AI offers a unified solution covering every step of the materials and chemicals development cycle, from formulation and characterization to scale-up and manufacturing. It allows users to predict any material or chemical property in just a few seconds, design optimal routes for R&D experiment planning, analyze material characteristics and defects swiftly, and optimize existing processes to decrease costs, enhance properties, and reduce CO₂ emissions. Osium AI's software is designed to help with any R&D project and adapts to evolving needs, enabling efficient scaling of developments. -
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BIOVIA Materials Studio
Dassault Systèmes
BIOVIA Materials Studio is a comprehensive modeling and simulation environment designed to enable researchers in materials science and chemistry to predict and understand the relationships between a material’s atomic and molecular structure and its properties and behavior. Utilizing an "in silico first" approach allows for the optimization of material performance in a cost-effective virtual setting prior to physical testing. It supports a wide range of materials, including catalysts, polymers, composites, metals, alloys, pharmaceuticals, batteries, and more. It offers tools for quantum, atomistic, mesoscale, statistical, analytical, and crystallization simulations, facilitating the design of advanced materials across various industries. Features include the ability to accelerate innovation, reduce R&D costs through virtual screening, and improve efficiency by automating best practices within Pipeline Pilot. -
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BIOVIA ONE Lab
Dassault Systèmes
BIOVIA ONE Lab is a comprehensive laboratory informatics solution designed to streamline workflows, enhance collaboration, and accelerate research across various scientific domains. It provides a unified environment for managing all laboratory data and processes, enabling scientists to make better decisions faster. ONE Lab is leveraged by companies across multiple industries, including Life Sciences, Consumer Packaged Goods, Energy & Materials, and more. It can be deployed across Research, Development, and QA/QC, with the flexibility to meet the specific needs of scientists in each domain. It manages samples, experiments, data, inventory, equipment, and workflows, integrating with a wide range of laboratory instruments and software to connect existing systems and data seamlessly. ONE Lab removes artificial barriers between ELN, LIMS, LES, equipment integration, and inventory management by employing a single data model across all functional areas. -
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Thermo-Calc
Thermo-Calc
Thermo-Calc is a powerful thermodynamic modeling software used by materials scientists and engineers to generate material properties data, gain insights about materials, understand specific observations, and answer direct questions related to a specific material and/or its processing. It includes several built-in calculators that come standard with all licenses, including the Equilibrium Calculator, Scheil Solidification Simulations, Property Model Calculator, General Model Library, Material to Material Calculator, Pourbaix Diagram Module, and Data Optimization Module (PARROT). Thermo-Calc can be expanded with several Add-on Modules and over 40 available databases, all integrated into one platform, providing a unified working environment. It allows users to calculate the state for a given thermodynamic system to obtain insights such as amounts and compositions of phases, transformation temperatures, solubility limits, driving forces for phase formation, and more. -
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QSimulate
QSimulate
QSimulate offers a suite of quantum simulation platforms that leverage quantum mechanics to solve complex, industrial-scale problems in life sciences and materials science. The QSP Life platform provides unique quantum-powered methods for drug discovery and optimization, enabling first-of-a-kind quantum simulations of ligand-protein interactions applicable throughout the computational drug discovery process. The QUELO platform performs hybrid quantum/classical free energy calculations, offering users the ability to run relative free energy calculations using the free energy perturbation (FEP) approach. Additionally, QSimulate's technology enables groundbreaking advances in quantum mechanics/molecular mechanics (QM/MM) simulations for large protein modeling. For materials science, the QSP Materials platform democratizes quantum mechanical simulations, allowing experimentalists to automate complex workflows without the need for specialization. -
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CrowdChem
CrowdChem
The CrowdChem Data Platform is a knowledge-based platform for the chemistry field, built on independently collected data. It enables users to smoothly select raw materials and search for customers through data analysis functions and text mining. Examples include discovering combinations of new raw materials, conducting more accurate usage investigations of chemical products, and creating lists of potential customers who can use each company's products. Information can be searched from highly comprehensive data collected from patents, papers, catalogs, news articles, etc., eliminating the need to dig around for necessary data. Users can select raw materials and customers on the platform by combining machine learning and natural language processing technology, allowing for raw material selection, customer search, competitive analysis, and more. -
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Atinary SDLabs Platform
Atinary
Atinary's Self-Driving Labs (SDLabs) platform is an AI and machine learning solution designed to digitize and automate R&D workflows, enabling traditional laboratories to transition from manual experiments to autonomous experimentation. It facilitates the design and optimization of experiments through a closed-loop system that integrates AI-driven hypotheses, predictions, and decisions. Key features include multi-objective optimization, database management, workflow orchestration, and real-time data analytics. Users can define experiments with constraints, allow the ML algorithms to decide on subsequent iterations, run experiments (with or without robotic assistance), analyze data, and retrain models with new data, thereby accelerating the discovery of better, cheaper, and greener products. Atinary's proprietary algorithms, such as Emmental for non-linear constrained optimization, SeMOpt for transfer learning in Bayesian optimization, and Falcon. -
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AQChemSim
SandboxAQ
AQChemSim is a cloud-native platform developed by SandboxAQ that leverages Large Quantitative Models (LQMs) grounded in physics and chemistry to revolutionize materials discovery and optimization. By integrating Density Functional Theory (DFT), Iterative Full Configuration Interaction (iFCI), Generative AI, Bayesian Optimization, and Chemical Foundation Models, AQChemSim enables high-fidelity simulations of molecular and material behaviors under real-world conditions. AQChemSim's capabilities include predicting performance under various stresses, accelerating formulation through in silico testing, and exploring sustainable chemical processes. Notably, AQChemSim has demonstrated significant advancements in battery technology by reducing lithium-ion battery end-of-life prediction time by 95%, achieving 35x greater accuracy with 50x less data. -
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Accuris
Accuris
Accuris is a leading provider of AI-powered digital engineering solutions, offering a suite of tools designed to streamline engineering workflows, enhance compliance, and accelerate innovation. Our flagship product, Engineering Workbench Professional, integrates over 2.8 million industry standards, codes, and specifications into a centralized platform, enabling engineers to access and apply critical information efficiently. Key features include AI-driven semantic search, Smart Compare for document version analysis, and micro-alerts for real-time updates on standards changes. Accuris Thread complements this by automating the extraction and management of requirements across the engineering lifecycle, enhancing traceability and collaboration. Goldfire, another core offering, utilizes AI to provide precise answers to technical questions by understanding and analyzing vast engineering data sets. -
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Symbotic
Symbotic
Symbotic is a revolutionary warehouse automation system that reinvents the supply chain with an end-to-end, AI-powered robotic platform. It integrates a fleet of autonomous mobile robots and robotic arms equipped with advanced vision and sensing capabilities, enabling them to build optimized mixed-case pallets with relentless efficiency and industry-leading speed and density. The modular design allows for easy scaling and retrofitting into existing warehouses, maximizing flexibility in sizing and scaling. Symbotic's high-density storage structure and distributed storage algorithm maximize the use of space, increase capacity, and enable industry-leading product storage and retrieval speed. The AI-powered software seamlessly orchestrates hundreds of autonomous robots, managing the entire end-to-end system from case digitization and complex bot routing to sequencing, planning, and building the perfect mixed-SKU pallet. -
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Honeywell Intelligrated
Honeywell
Honeywell Intelligrated offers a comprehensive suite of warehouse automation solutions designed to optimize distribution and fulfillment operations. Our offerings encompass advanced material handling equipment, including conveyor systems, sortation solutions, and palletizing/de-palletizing technologies, all integrated with intelligent software platforms like the Momentum Warehouse Execution System (WES). Momentum WES orchestrates nearly every aspect of automated warehouse execution, from inbound and outbound logistics to inventory control and labor management, providing real-time decision-making capabilities and seamless scalability. Honeywell's Automated Storage and Retrieval Systems (AS/RS) enhance throughput and maximize warehouse capacity, utilizing AI and machine learning algorithms for dynamic decision-making and optimal system automation. -
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Acelerex
Acelerex
Acelerex Grid Enterprise Solutions facilitates the design of grid infrastructure and real‑time grid operations through modular offerings. The grid automation suite encompasses EMS, SCADA, DAS, PPC, and MDE functionalities to control and optimize power flow and distribution. Grid analytics supports capacity expansion, production‑cost modeling, asset revenue modeling, and valuations to guide investment decisions. Data services deliver scalable big‑data frameworks and algorithmic insights for operational efficiency. Grid strategy aids integrated resource planning, clean‑energy policy compliance, technology procurement, and power‑purchase agreement (PPA) structuring. Appliances leverage top‑of‑the‑line hardware to ensure high availability, resiliency, and client‑grade performance. We pair emerging technologies in these key sectors with software innovations such as AI, IoT devices, blockchain, big data, data mining, cloud computing, and real time optimization algorithms. -
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EcoStruxure Microgrid Advisor
Schneider Electric
EcoStruxure Microgrid Advisor is a cloud‑based, demand‑side energy management software platform that allows users to collect, forecast, and automatically optimize the operation of distributed energy resources using predictive algorithms. It seamlessly connects to your on‑site resources and loads to dynamically control when to consume, produce, store, or sell energy, aligned with utility tariff plans and usage patterns. With its web‑based user interface, you can easily track real‑time savings, earnings, and CO₂ emissions data, enabling clear visibility and actionable insights. It integrates with the Energy Control Center to create an intelligent, pre‑engineered, configurable power control hub, maximizing facility performance. EcoStruxure Microgrid Advisor’s AI‑driven forecasting and optimization ensure your facility uses distributed energy resources at the ideal times. -
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Trilliant
Trilliant
Trilliant offers proven, flexible smart grid and smart cities solutions purpose-built on a device‑independent, multi‑tiered platform designed to improve network connectivity, ensure sustainability, increase public safety, address IIoT, and provide unmatched technology options for customers worldwide. It enables energy companies, utilities and cities to choose only the essential solutions and services they need and network them on one proven platform, covering communications, analytics and data services, advanced metering infrastructure, for electricity and water, distribution automation, demand response, Prime Energy Suite, IIoT, sub‑metering and smart outdoor lighting. It supports wide area, neighborhood area, and cellular network integration as well as meter integration, all operating seamlessly across diverse devices without lock‑in to a single provider. -
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NextEra 360
NextEra 360
In today’s complex energy ecosystem, companies are finding it challenging to make real progress toward their decarbonization goals. Generating a comprehensive view of energy and emissions data is costly, and it can be even more challenging to turn data into actionable opportunities. NextEra 360 comprehensive energy management software was developed to address these very challenges. Our data-first approach leverages a 360° view of energy generation and consumption data captured and analyzed across a wide range of assets and sites to improve operational efficiency, reduce costs, and unlock savings. NextEra 360 enables easy and secure system integration with tested hardware and software solutions to accelerate your decarbonization journey by enabling sophisticated energy strategies, prioritizing interventions, and unlocking market trading opportunities. -
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Globema Smart Grid
Globema
Globema’s Smart Grid Software is a robust solution designed for technical calculations, management of power distribution networks, and real‑time monitoring and control of voltage levels and energy usage. It includes tools like GeoGrid GIS and digital twins for accurate grid modelling and analysis, enhanced by AI/ML for automated network updates and efficient low‑voltage topology management. It supports key distribution grid processes, network documentation, outage management, service provisioning, investment planning, maintenance, and control support, built atop GE Smallworld GIS for LV, MV, and HV networks. Integration-ready APIs enable seamless connection with SCADA, ERP, and asset management systems. Globema also offers mobile workforce management via GeoTask and GeoTraxx, map-based apps, AI/ML-driven analytics, and intelligent energy network visualization tailored to energy operators. -
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Mobile HeatGrid
Globema
Globema’s Mobile HeatGrid is a smart, mobile-first solution that digitizes and optimizes heating network operations by automating task creation for field technicians, streamlining planning, and tracking progress in real time. It integrates a dispatcher’s interface, a mobile technician app, and a GIS system, creating a unified environment for efficient fieldwork management. It automatically generates tasks, collects data on-site, and provides status updates as jobs advance, transforming traditional processes into a seamless digital workflow. Designed for district heating companies, Mobile HeatGrid incorporates GIS mapping, enabling dispatchers to assign and monitor jobs based on precise geospatial locations, while technicians receive clear, step-by-step instructions on their devices. It supports full digitization of heating network assessments, field inspections, and maintenance activities, reducing manual entry and enabling real-time coordination. -
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ReliaGrid
ABB
ABB’s Grid Automation Solutions provide pre-designed, fully engineered, and factory-tested automation cabinets ready for installation in secondary substations, indoor or outdoor. These cabinets include protection and control devices such as Relion REC615, RIO600 I/O units, Arctic wireless gateways (ARx600), third-party RTUs, batteries, chargers, and I/O terminals, all pre-wired internally to simplify integration. These "GA boxes" integrate seamlessly into ABB's secondary compact substations, enabling fast deployment of digital substations that support efficient, reliable smart grid operation. ABB offers solutions for both greenfield installations and brownfield retrofits, addressing needs from basic monitoring to advanced measurement, protection, control, and automation functions. With secure wireless communication capabilities, substations can be connected to control centers or DMS systems via public mobile networks. -
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ABM Connect
ABM
ABM Connect is a powerful, end‑to‑end data intelligence platform that brings real‑time, actionable metrics, robust reporting, and up‑to‑date KPIs, all at a glance. It connects clients to ABM’s workforce, operational leaders, and business intelligence via seamless, transparent data flows from field applications into a user‑friendly client interface. Clients benefit from continuous tracking of operational history and daily activities—including traditional KPIs (safety, financials), real‑time servicing updates, daily scope reports, invoice PDFs, and work order history, augmented by actionable analytics for continuous improvement. It empowers front‑line team members to clock in, follow scoped task routines, complete required training, note building deficiencies, receive and address ad‑hoc tasks, and communicate with supervisors. -
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UtilityIQ
Itron
UtilityIQ (UIQ) is a head‑end software suite that includes applications designed to help utility operators collect and manage AMI meter consumption data. Applications such as Advanced Metering Manager (AMM) and Meter Program Configurator (MPC) are secure and scalable solutions to support meter reading, management, and analysis for power quality, meter status, peak pricing, and more. -
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Fluentgrid MDMS
Fluentgrid
Fluentgrid MDMS enables utilities to extract full value out of meter data across the organization by efficiently processing data from meters and a variety of other devices in the smart‑grid ecosystem. It loads, validates, structures , and stores that data in ways that can be easily accessible for internal and external downstream systems across the utility. It supports standard functionality for Validation, Estimation, and Editing (VEE), aggregations, event subscriptions, bill determinants, and AMI rollout processes. A true commercial off‑the‑shelf (COTS) product, Fluentgrid MDMS can be quickly set up to work with leading meter head‑ends in target markets. It processes data in real time, identifying anomalies, detecting inefficiencies, forecasting future demand, and providing automated alerts and notifications to support proactive issue resolution. -
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Siemens Grid Software
Siemens
Siemens Grid Software is designed to accelerate the energy transition of power grids by delivering mission‑critical capabilities that help grid operators decode and shape a future‑proof power landscape. It is part of the Siemens Xcelerator for Grids portfolio and supports digital transformation across power utilities. It encompasses solutions like Spectrum Power, a globally leading grid management system that alleviates the complexity of modern grid operations by offering resilience, reliability, modularity, scalability, openness, interoperability, and cybersecurity. For high‑voltage transmission, the software provides tools and insights to future‑proof supply security and market efficiency. It addresses key disruptive forces, decentralization, decarbonization, and digitalization, giving operators the perspective and guidance needed to manage evolving grid demands confidently and securely. -
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AspenTech Grid Apps
AspenTech
AspenTech Grid Apps is an integrated solution suite for active management of distribution grids, crowd‑sourcing data for improved visibility of network conditions, DER (Distributed Energy Resource) connections, and outage response. It includes multiple applications: AspenTech Grid Reporter reports and displays real‑time status of network outages, faults, and damage while delivering notifications for time‑to‑restoration, crew locations, and emergency contacts; AspenTech DER Connect enables self‑service DER registration and streamlined connection requests, with automated electrical network and cost analysis via a centralized DER database; AspenTech Network Maps provides geographical views of network load demand and generation capacity; and AspenTech Resilience Portal offers real‑time information on resources, assistance, and assets during large‑scale outages. -
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CGI OpenGrid DERMS is a distributed energy resource management solution designed to help utilities intelligently and safely integrate, orchestrate, monitor, dispatch, optimize, and settle operations involving diverse DERs across the distribution grid. Built on an API‑based, cloud‑native OpenGrid Foundation platform, it enables registration, validation, and connection of independently owned DERs alongside utility‑owned assets, providing complete visibility and control over power, Volt‑Var, and voltage at the transformer and feeder level. It supports both static and dynamic aggregation of disparate DERs, allowing utilities to develop, optimize, and dispatch coordinated schedules based on operator priorities, fault proximity, connection agreements, or financial goals. Dispatching can be manual, scheduled, event‑triggered, or imported from external systems.
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Badger Meter
Badger Meter
Badger Meter offers a comprehensive suite of smart water solutions, encompassing flow measurement, water quality monitoring, pressure and leak detection, advanced metering infrastructure (AMI), analytics software, and communication technologies that empower water utilities, municipalities, and commercial/industrial customers to optimize operations and conserve resources. Its BlueEdge portfolio integrates smart measurement hardware, reliable communications, data visualization tools, and analytics software to deliver actionable intelligence for monitoring, controlling, and maintaining water systems. Key products include ultrasonic, electromagnetic, turbine, compound, vortex, variable area, and differential pressure meters, alongside endpoints like the ORION family offering AMI and AMR communications via mobile and LTE‑M networks with interval reading and multi‑day battery life. -
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Landis+Gyr Gridstream MDMS
Landis+Gyr
Landis + Gyr’s Gridstream Meter Data Management System (Core MDMS) validates, manages, and controls data from advanced meters and smart grid devices, storing customer and meter metadata alongside usage and diagnostic data to power analytics and business workflows. It supports Validation, Estimation, and Editing (VEE) rules that ensure data integrity, with non‑conforming readings flagged or estimated, while virtual metering capabilities enable aggregation and net energy calculations for renewable participation. Billing determinants leverage measured or calculated values to accurately support diverse rate structures. Event administration and exception management handle flags and validation exceptions not auto‑resolved via VEE rules. Workflow orchestration manages chained transactions with full tracking and reporting, and automated group management enables batch actions by device technology, rate class, or geography. -
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Ubiik
Ubiik
Obtaining data from thousands to millions of devices deployed across a city and analyzing that data, is the foundation of many smart grid applications. Ubiik’s Advanced Metering Infrastructure (AMI) solution helps utilities to cost-effectively collect data from meters or field devices, which will then be used to make informed decisions to maintain grid stability and improve grid resilience. The HES provides portable and scalable microservices aimed at reliable processing and packaging of up-to-date and timely information for customers to understand their meter data and make impactful business decisions. Obtaining massive amounts of data from meters in the field can prove a daunting task. In the case of utility-level deployment, this can mean the implementation of hundreds of thousands to millions of smart meters. Each of these field devices must reliably transmit and receive data at regular intervals (or on demand) from an upstream controller. -
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Corinex
Corinex
Corinex Grid Flexibility solution transforms the electric grid into a fully integrated AMI network by leveraging existing powerline infrastructure to enable high-speed, secure smart metering, monitoring, provisioning, and IoT management. It empowers two-way communication between utilities and customers, facilitating efficient energy management, real-time data collection, outage detection, demand forecasting, and time-based programs to reduce costs and consumption. This G.hn‑based Broadband-over-Power-Line (BPL) system supports edge computing and AI at the meter level, enabling autonomous grid operation, over-the-air firmware upgrades, built‑in security, and resilience designed for extreme environments. The scalable architecture supports millions of network elements, virtual metering, outage isolation, automated meter reading, and seamless integration with grid management software like GridValue EMS. -
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UST IQ
UST
UST IQ for AMI Analytics automates the full data engineering pipeline, from ingestion of high-volume, high-frequency metering data to consolidated insights, so that AMI business operations can focus on critical decision-making rather than IT infrastructure management. It ingests real-time and historical meter, event, alarm, GIS, and external data, harmonizes and curates it into query-ready formats using cloud-native, microservices-based architecture, and enables self-service querying, location-aware, role-based analytics, and proactive exception management. It empowers operations teams with insights on network anomalies, meter status, outages, and environmental overlays (e.g., seismic or weather data) to optimize field crew dispatch, prevent costly failures, and streamline restoration. It processes hundreds of millions of records daily with low-latency micro-batching (e.g., 5-minute intervals), delivering 30-day rolling averages, alert-triggered triggers, and more.
