Top 10 Machine Learning Low-Code Platforms in the Market

20 min readNov 27, 2023

Top 10 low-code Machine Learning Platforms for Developers

Here is the list of top 10 low-code platforms which can help citizen developers or technology person to build custom applications. Low-code is helping organization to build simple to complex applications with less number of line of codes. Readymade features, prebuilt templates and app store are helping to build the application very rapidly and deployment without much dependency on IT.

Listing Top Platforms

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Waylay

Not Available
Pricing Model
Not Available
Analyst Recognition
App Builder, Artificial Intelligence, IOT/IIOT, Machine Learning
Platform Offering
7.2

What is Waylay

Waylay was formed in 2014 to enable businesses to get a greater return on their IoT investments. Companies may utilize Waylay to go beyond connect-and-collect and put IoT information to practical use across the organization.

Waylay Enterprise: Enterprises may use the Waylay Platform to connect their IoT and OT investments with their IT platforms like CRM and ERP. Any issue in the digital transformation path is solved by ultra-scalable automation technology. The Waylay platform was designed from the bottom up to handle the diverse data patterns that IoT, OT, and IT generate.

Waylay Digital Twin: Waylay Digital Twin is a Salesforce composite app that blends IoT data with business context to enable connected assets to generate, monitor and report on business results. Salesforce AppExchange is where users can find it.

Waylay IO: Waylay IO simplifies serverless development and keeps developers from getting mired down in details that have little to do with the problems they’re supposed to address. Create a code snippets library. Any API-enabled service can be integrated. These code snippets are orchestrated by Waylay IO’s strong and unique automation technology.

Waylay Edge Solution: Waylay TinyAutomator is made up of a few docker images that feature the Waylay Console, Waylay Inference Engine, Resource service, and a nodejs-based embedded sandbox. Waylay TinyAutomator allows users to gain expertise with improved automation and construct automation scenarios on their Raspberry PI or locally on their laptops.

Manufacturing, industrial engineering, HVAC, utilities, consumer products, retail, smart buildings, processing industries, telecommunications, cybersecurity, and smart equipment are all examples of sectors that use technology.

By making AI, IT, and OT data accessible to everyone, waylay believes low-code automation liberates natural human intellect and offers new opportunities in value creation.

What Waylay can Offer

The Waylay platform offers powerful automation tools for creating, executing, and managing IoT automation logic.
The Waylay platform was designed from the bottom up to handle the diverse data patterns that IoT, OT, and IT generate.
Use the same collaborative intelligence platform to combine streaming and time-series analytics.
Easily offer self-service and KPI-centric apps to non-developer teams to accelerate the time to market IoT, IT, and OT solutions.
Determine which automation tools are ideal for the IoT use case, then put them to the test against the benchmark.

Why Waylay

Waylay is at ease in any data-enabling environment.
With the low-code/no-code solution, users can turn their ideas into new business concepts.
Its knowledgeable staff assists users in determining their needs and providing suggestions.
For any business scenario, it’s ready to use.

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AutomationEdge

Analyst Choice 2

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Pricing Model
Avasant
Analyst Recognition
—
Platform Offering
7.5

What is AutomationEdge

AutomationEdge is an AI-driven automation platform that automates IT and business processes quickly. Its advanced Machine Learning, Natural Language Processing (NLP), deep integrations, iPaaS, and ready bots rapidly and easily give the finest automation. American Express, Capita, Coty, ICICI Lombard, HDFC Life, Smart Dubai Government, Mashreq Bank, and Genpact, to mention a few, have already benefited from AutomationEdge’s revolutionary solution. It’s a single platform that helps with the automated resolution of IT issues like password resets and user creation, as well as the automation of various front, middle, and back-office business processes. All front-office, middle-office, back-office, and IT operations jobs are completed faster and at a lower cost thanks to its intelligent RPA, resulting in a considerable boost in the company’s top line and bottom line. AutomationEdge’s main headquarter is located in Houston, USA. It has regional headquarters in the Middle East, Europe, Brazil, and India.

AutomationEdge Product’s

Hyperautomation for IT includes-Cognibot for IT, IT Process Automation, IT Ticket Intelligence, Cloud for IT, Server Desk Automation
Hyperautomation for Business includes- Congnibot for Business, Robotic Process Automation, ETL & IPAAS, Cloud for Business, Bots on Demand
Hyperautomation on Cloud includes- RPAaaS Solutions: Covid-19 Appbots, Free RPA Bot, Bot Store, By Industry, HR Automation, SAP Automation, Fastest Data Processing AutomationEdge Academy AutomationEdge Academy offers two modes of training-
Instructor-led online training: Instructor-led online training is pre-arranged online instruction that may be accessed using web conferencing software
Self–paced online training: These trainings are tailored to fit your schedule and are accessible on-demand, as the name implies

Offering from AutomationEdge

AutomationEdge’s IT tickets and chats via various channels such as email, chat, SMS, incident request, and phone, pre-built NLP understands the language of IT
AutomationEdge ability to learn from others and continually expand its knowledge base is due to its self-learning qualities. Because of the powerful action engine, auto-healing is also feasible
The extensive information library aids dynamic and speedier search capabilities, allowing users to grasp issue solutions faster and reduce TAT
AutomationEdge Guided automation helps to fix complex tasks and incidents in a quick resolution mode to reduce manual errors
Risk classification and prediction are made easier with advanced Machine Learning algorithms, providing you enough time to take preventative measures
250+ complex ready bots, including Salesforce, software installations, and mail management, with NLP and machine learning capability Vision AutomationEdge believes in the ability of technology to transform the workplace. They have a mission to use automation and artificial intelligence to make workplaces smarter and better for people. Users Most of the AutomationEdge users Banking & Financial Services, Insurance, Manufacturing, Telecom, Retail, Shipping & Logistics, BPO & Call Center, Education, Healthcare, etc.

Why AutomationEdge

Workflow time is reduced by using the fastest RPA solution of AutomationEdge with lightning spreadsheet processing
Policy quotation creation through a chatbot is aided by RPA, ETL, Machine Learning, and Rapid API Integration capabilities in one platform
Extensions, new business logic, and sophisticated integration are easier to design with an extensible RPA system
Automated business and IT activities such as payment transfers, loan processing, account closures, fraud detection, reconciliation, and ERP are all part of the United Platform of AutomationEdge

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Evoluteiq

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Pricing Model
—
Analyst Recognition
—
Platform Offering
7.4

What is Evouteiq

By combining process automation and sophisticated data processing in a resilient low-code, no-code development environment, the platform enables enterprises to build end-to-end digital native solutions. It discovers existing digital hooks that can benefit from hyper-automation through cognitive automation and process modernization. EvoluteIQ arose from a worldwide technological conglomerate that has been around since 2007. The core platform has been developed over time with the goal of making application development easier and accelerating integrated automation. As businesses implement packaged automation technologies such as RPA, AI/ML, NLP, and Intelligent Document Processing, the requirement for a smooth customer journey becomes increasingly important in order to allow end-to-end automation adoption and scalability.

The platform enables organizations to construct end-to-end digital native solutions by integrating process automation and advanced data processing in a robust low-code, no-code development environment. It identifies digital hooks that can benefit from hyper-automation via cognitive automation and process modernization. Thee.IQ platform, which can install on-premises or in the cloud, integrates and homogenizes different automation technologies to speed hyper-automation. The platform then allows citizens to utilize a low-code, no-code interface to create safe, scalable apps or end-to-end user experiences.

The most prevalent AmperAXP industries include Banking, Insurance, Telecom and Media, Healthcare, Retail and CPG, Energy and Utilities, Operational Resilience, Customer Experience, Finance and Accounting, Legal and Risk Management, Supply Chain Management, Sales and Marketing, etc.

EvoluteIQ’s major focus is on enabling organizations to accelerate hyper-automation with e. IQ-powered hyper applications that use current company technology. Since its inception, they’ve been tireless in their pursuit of helping businesses create homogenous automation environments that can leverage by non-technical employees to create automated customer journeys and apps. Its mission is to be the go-to enablement platform for all hyper-automation programs to do it with the ease of e.IQ technology.

What EvoluteIQ can Offer

For ongoing process improvement, use an Intelligent Business Process Management Suite (iBPMS) to create sophisticated process applications.
With simple drag-and-drop capabilities, define and construct data flows. Utilize customizable nodes to manage data-at-rest and use it like microservices.
Complex Events Processing (CEP) allows users to process and evaluate events in real-time to forecast real-time dangers and opportunities.
Using dynamic ML models with continuous learning capabilities, forecast future behavior, assess patterns, and predict outcomes.
With easy-to-use libraries, connect diverse business-critical systems and services at rapid speeds.
With sophisticated analytics and graphically appealing reports, users may gain actionable insights into the business.
Using fresh or pre-built templates, create aesthetically appealing and dynamic online forms for processes.
Converge business portal includes drag-and-drop nodes for speedier deployment.

Why EvoluteIQ

A built-in rule engine can use to create rules.
Maintain smart forms with a user-friendly interface.
APIs can use to connect to third-party programs and human activities.
It is possible to connect and process data from any source.
Users may simply construct flows using the visual modeling canvas.
Integrate machine learning into the data flow
Large data quantities can be handled using very scalable algorithms.
To make third-party integrations simple, use APIs.
Allow customers to choose the most appropriate machine learning model.

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Softools

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Pricing Model
—
Analyst Recognition
—
Platform Offering
7.3

What is Softools

Softools is the most sophisticated zero-code web-application platform, utilized by industry leaders and government agencies in every part of the globe to improve business process performance. Softools was established in 1998 with the goal of providing the world’s best ‘business process’ custom application framework to industry leaders and government agencies in all elements of the company value chain. Softools Web Applications helps to go with a comprehensive database, profiles, and adjustable security settings that enable current user interfaces for all applications out-of-the-box, delivering an outstanding user experience without the need to construct it. For application users, Softools solutions turn best-practice into a new norm. Collaboration and governance are aided by having a single, immediately available source of information.

Platform Apps Builder: The Softools Apps Builder assists users in setting up a Softools portal to offer safe and scalable online or mobile apps that work on any device. Softools provides online and mobile apps to support digital transformation and Smart Business for the application excellence or apps incubator. The user may create a work plan with a certain deadline for producing and delivering each app to the user’s Softools site.

Project Management: Softools offers customizable, comprehensive project management systems that standardize procedures, automate reporting, and keep staff working while keeping the executive team informed. They offer several ready-to-use solutions that can install in a matter of hours.

CIO/CTO: Softools is indeed an Enterprise Application Platform (EAP) that allows Subject Matter Experts (SMEs) to build and deploy basic and advanced web and mobile apps without coding in hours. The Softools EAP has the potential to change the way mission-critical apps are developed and deployed.

Operational Excellence: Businesses in all industries confront increased competition, and overworked executives are continually looking for ways to improve effectiveness and efficiency. This software suite offers a full solution for driving ‘excellence,’ optimizing supply chain processes, and sustaining gains across your organization.

Innovation: A set of mobile web tools to help the business unit or team foster, nurture, and drive strategic, product, and process innovation.

The most prevalent Softools industries include Business, Project, Government, Finance, Insurance, Compliance, etc. Vision Softools allows users to bring this abundance of expertise together as enthusiastic App Builders. That’s why they’re partnering with organizations like No-Code Founders to spread the word about Softools’ strength and its users’ ever-impressive capabilities.

What Softools can Offer

Softools is the quickest and most straightforward platform for creating and deploying Enterprise-Grade DIY Apps.
It just takes a few hours to learn, and anybody can do it, giving the team the tools they need to tackle problems as they emerge and ensure success.
No-code solutions that work offline enable cutting-edge digital transformation in terms of productivity, process automation, and user experience.
Integrated solutions improve workflow by fusing corporate processes with cutting-edge technology.
All of this is possible because of the industry-leading engine, which allows doing so at a fraction of the cost of its competitors.
The world-class training course will teach users how to create powerful no-code applications. With no technical experience, necessary needed to construct in hours.
Solutions based on industry best practices. They’re ready to use as is, or they may be customized to match one’s specific requirements.
The Softools team, or one of its authorized partners, may collaborate with users to create a custom solution that is tailored to the company’s specific needs and operations.

Why Softools

Users can use Softools to digitally modify essential company operations. In only a few days, users can create, test, and deploy apps that boost efficiency and productivity.
Softools training improves employee competence, increases engagement, and allows users to maximize the company’s talent.
Digital assets based on the technique separate the company’s skills and enable businesses to provide clients with new ideas.
Create unique solutions that clients can keep, producing yearly recurring income and making users more difficult to replace.
Softools is a simple investment of time that may help users to reach career objectives.
Users may be proactive in the proposal and construction of improvement solutions in the organization with a new set of abilities.

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Newgen

Analyst Choice 5

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Pricing Model
SPARK Matrix™
Analyst Recognition
—
Platform Offering

What is Newgen

Newgen is a completely automated transformation platform that includes features for native process automation, content services, and communication management. Successful organizations all over the world utilize Newgen’s industry-recognized minimal code application platform to create and deliver complex, content-driven, and customer-engaging business apps in the cloud. Onboarding to service requests, loans to underwriting, and a variety of other industry-specific use cases are all possible. With dexterity and quickness, Newgen opens quickly.

The company is credited with major, mission-critical deployments at the world’s biggest banks, insurance firms, BPOs, healthcare organizations, government agencies, telecom corporations, and shared service centers. The firm has been recognized by renowned research groups including Gartner, Forrester, Frost & Sullivan, and IDC. Platform: Content Services Platform, Low Code Process Automation, Omnichannel Customer Engagement

What Newgen Offers

Newgen’s automation technology is used by Qander Consumer Finance to update and automate their banking procedures, allowing them to give credit to consumers in under a minute.
Tokio Marine HCC relies on Newgen’s customer communication management technology to automate a variety of insurance procedures while also improving operational efficiency and productivity.
According to Nancy Foster, SVP and Credit Administrator at BNB Bank, the bank’s banking procedures were digitally transformed to improve consumer experience utilizing Newgen’s technology.
Content services, process services, records management, and collaboration tools are all part of the Newgen ECM package. Manufacturing, finance, government, insurance, and healthcare are among the primary sectors where Newgen delivers important back-office and operational use cases as well as a full set of integrated services for both businesses and SMBs.
Enterprises may use Newgen’s CSP to produce, collaborate on, share, transform, and exploit information in business processes while also gaining insight.
Using quick creation and deployment of sophisticated, context-aware, and customer-centric business apps, empower professional IT developers and expedite enterprise-wide procedures.

Why Newgen

People, systems, data, and workflows are all connected through a low-code automation platform, allowing for fluid operations and information flow.
Through a mobile app, a social media page, a website, or emails, Newgen assists in engaging with consumers in their natural environment.
Extend and integrate current functional and IT ecosystems by delivering SaaS, cloud, and on-premise deployment strategies to use existing IT investments.
RPA, social sensing, mobility, and analytics all contribute to staying current and competitive.
The automation platform frees IT, staff, from routine chores, allowing them to focus on more strategic initiatives.

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Zoho Creator

Analyst Choice 6

Enterprise Edition, Free Trial, Annual Subscription, Free Package, Monthly payment
Pricing Model
SPARK Matrix™, Everest Group, Gartner
Analyst Recognition
App Builder, Artificial Intelligence, Business Intelligence and Analytics, CRM, Custom App Development, Database Builder, Digital Workplace, Industry Specific Solution, On-Premise App Development, Process & Workflow Automation
Platform Offering
8.2

What is Zoho Creator

Zoho Creator is an all-in-one low-code app development solution that allows organizations to digitize their processes without having to learn traditional programming. Professionals may use any mobile device to access data from faraway places using this solution. The capacity to clean, standardize, and analyze data in order to generate dashboards is a crucial function of Zoho Creator. Managers may use the drag-and-drop capabilities of Zoho Creator’s workflow automation tool to construct process automation scripts. Additionally, team leaders may use process automation to automate time-consuming manual operations. Third-party applications like Zoho Apps, Google Apps, QuickBooks, Paypal, and Salesforce can be linked with the system. The price is based on a monthly and annual subscription model that is suitable for both small and large organizations.

Products: Custom apps, Mobile apps, Online Portals, AI-powered apps, Integration flows, BI & analytics, Business processes, Unified data model, Auto-scaling, App deck

Zoho Creator Offering

The Zoho Creator platform eliminates 90% of the challenges associated with app development, allowing you to quickly create the apps you want without having to reinvent the wheel. The platform blends simple, visual builders with pre-programmed code blocks to aid in the speedy development of modern commercial apps.
Drag-and-drop objects appear instantly, allowing you to work on the web on PCs, tablets, and iOS and Android-based mobile devices.
It helps to collect any type of data to generate its own data model and visualize the data structure and its relationships.
It allows combining data from different sources to create cross-functional reports and perform an in-depth analysis of your business.
Data can be collected, payments can be made, your CRM can be updated, and emails and reports can be sent using Zoho Creator applications.

Why Zoho Creator

Zoho Creator is an easy-to-use tool for building online databases from the bottom up. You can easily create forms or apps by dragging and dropping fields.
Zoho Creator is extremely adaptable, allowing you to effortlessly merge data from different apps.
Create apps, build relationships, and go live with your database in minutes.
To communicate the information your teammates, require, create interactive dashboards with graphs and charts.
To arrange your data, just drag and drop pieces from the builder panel, such as forms, reports, charts, and layout snippets.

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EdgeVerve

Analyst Choice 7

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Pricing Model
Avasant
Analyst Recognition
—
Platform Offering

What is EdgeVerve

EdgeVerve Systems Limited is a fully-owned subsidiary of Infosys that leads artificial intelligence and automation to assist businesses in achieving digital transformation success. Infosys offers an enterprise offering that collects important customer data from a variety of sources and consolidates it into a single plane. It offers a smart collaboration solution that includes multichannel, multimedia, and multi-technology support. Access to subject matter specialists is dynamic and intelligent. Customers may self-help using a virtual agent widget, advanced knowledge management, domain ontology, and natural language processing, among other tools and capabilities.

Leading Products:

AssistEdge RPA– is a platform that is extremely scalable, secure, intelligent, and inventive, and can be used to implement RPA from beginning to end. It has over 120 implementations using a combination of chatbots and email bots. AI/ML algorithms activate RPA bots, allowing businesses to seamlessly move between supervised and unsupervised automation.

AssistEdge Discover– reveals the latent company value that has been locked in processes. It serves as a strong basis for businesses looking to implement cutting-edge technology in order to achieve intelligent automation and process excellence.

AssistEdge Engage– assists businesses in rethinking their contact centers and attaining outstanding customer service. Customers gain from improved brand connect and loyalty as a result of faster question response, less hold time, greater first call resolution, and appropriate offers.

AssistEdge Cloud RPA– focuses on providing organizations with efficient, secure, scalable, and adaptable automation solutions. The AssistEdge RPA and industry-leading RPA assures Cloud efficiency and reduce time-to-value.

What EdgeVerve Can Offer

EdgeVerve Robotic Process Automation is a turnkey solution for developing and deploying RPA
With the AssistEdge Discover process mapping tool, you can boost the power of automation.
EdgeVerve Engage assists businesses in redesigning their contact centers and improving customer service
With AssistEdge Cloud RPA, a platform proven to deliver faster, you can boost your business process automation capabilities • Through better agent efficiency, reduced call volumes, and shorter go-live periods, the EdgeVerve platform enables enterprises to realize faster returns on their investment
EdgeVerve is an enterprise tool that brings together key customer information from a variety of applications into a single pane, using smart features like Sign-in Manager, 360-degree unified customer view, and context passing
EdgeVerve provides auto-updating of business processes through process automation, workflows, and simple buttons
EdgeVerve makes the most of an existing IT infrastructure by integrating various business processes and applications in a non-intrusive way
EdgeVerve is a smart collaboration tool that works with multi-channel, multimedia, and a variety of technologies

The objective of EdgeVerve is to create a world where its technology augments human intelligence and allows businesses to thrive. Its broad product portfolio, which includes AI (XtractEdge), Automation (AssistEdge), and Supply Chain (TradeEdge), enables businesses to build stronger relationships with stakeholders, drive continuous innovation, and accelerate growth in the digital age. Users Global organizations employ EdgeVerve’s products in industries such as financial services, insurance, retail, consumer & packaged goods, life sciences, manufacturing, telecom, and utilities.

What EdgeVerve Can Do

CSR production is increased by 75% • Reduces operational expenditures by 20% while reducing query resolution time by 70%
Return on investment (ROI) is obtained in as little as 3–6 months
Real-time collaboration that is smart
Significantly lower call volumes, with a 3:1 increase in productivity
Shifts the diagnosis and resolution capability to the consumer by enabling a real-time perspective of the client
Reduces cycle time and improves “first-time-right” resolution
Reduces operational costs by reducing phone volumes and enabling self-help

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Automation Anywhere

Analyst Choice 8

Custom Pricing, Free Trial, Not Available
Pricing Model
Avasant
Analyst Recognition
Artificial Intelligence, Enterprise Integrations, On-Premise App Development, Process & Workflow Automation, RPA, Smart Bots
Platform Offering
8

What is Automation Anywhere

Automation Anywhere is a pioneer in Robotic Process Automation (RPA), allowing clients to automate start-to-finish business processes with intelligent programming bots, AI-powered advanced specialists who perform tedious and manual tasks, resulting in increased productivity, streamlined client experience, and more engagement among workers.

The firm provides the world’s first cloud-native and web-based automation platform to integrate RPA, Artificial Intelligence, machine-learning, and analytics that results in reducing TCO, greater security, and faster scalability than traditional monolithic systems. Its Bot Store, which has over 1,200 pre-built solutions, is the world’s first and largest marketplace for intelligent automation solutions. In more than 90 countries, Automation Anywhere has deployed almost 3 million bots to service some of the world’s largest organizations across all industries. The American corporation was established in 2003 and is based in San Jose, California.

Automation Anywhere Products

Discovery Bot, IQ Bot, RPA Workspace, Bot Insight these are the products developed by Automation Anywhere. RPA Solutions: Back Office, Customer Service, Finance & Accounting, Front Office, Human Resources, and Sales & Marketing and more.

University: Automation Anywhere University (AAU) offers the chance to master new skills and receive RPA training. Online courses, role-based learning paths, and instructor-led training workshops that lead to industry-recognized RPA certifications are available.

How Automation Anywhere Works

Normal, regular operations are transformed into automated actions using automation software. It’s used in a number of different applications, including Business Process Management (BPM) and Robotic Process Automation (RPA) (RPA).

When AI and automation software are integrated, they can use past experience to better how they perform the work at hand.
Cloud RPA allows customers to automate any process using a web-based interface that can be accessible from any browser.
Intelligent Automation automates the whole process by combining RPA’s rapid execution with AI and machine learning.
In both front-end and back-end operations, automation solutions are utilized to optimize critical business processes.
No-code technologies for creating digital bots to automate any business process are available with software robots.

The objective of Automation Anywhere is to provide tools that everyone can use to better their career and the world in which they live. It developed a cloud-native intelligent automation platform with this purpose in mind, allowing organizations to break down front- and back-office silos and systems, both SaaS and conventional. AARI is a digital assistant that simplifies automation so that anybody may automate their processes. Users Most of Automation Anywhere users are BPO, Diversified Business, Conglomerate, Education, Energy, Financial Services, Food & Beverage, Government, Healthcare, Hospitality, Industry, Insurance, Life Science, Logistic, Manufacturing, Public Sector and more.

Why Automation Anywhere

With the help of Automation Anywhere, compliance may be maintained. When running a business, the software can help you comply with industry-specific standards. By adding intelligent automation into your company processes, you may employ task automation capabilities to help you adhere to regulations in a consistent manner.
The program helps to cut costs by assuring more precision in order to speed up manufacturing, resulting in higher yields and a better return on investment.
Automating repeated procedures guarantees a level of precision that is difficult to achieve using human intelligence alone.