Breaking Down Barriers: The Role Of Technology In Providing Equitable Assessments And Exams
One of the biggest challenges in today’s world is providing equitable assessments and exams to students, regardless of their location and socioeconomic backgrounds. Traditional assessment methods have been criticised for being culturally biased and unfair to students who face language and learning barriers.
With the advent of technology, the education sector has been transformed, and innovative online assessment technology has emerged as a game-changer for providing equitable assessments and exams.
In this blog, we will discuss the role of technology in breaking down barriers to education and how businesses and educational institutions can leverage online assessment technology to provide equitable assessments to all students.
Busting the Exam Centre Myth
In traditional assessment methods, students were required to appear for exams at pre-defined exam centres. This approach not only created barriers for students who could not reach the exam centre due to location but also created a favourable ground for malpractices like cheating.
Online assessment technology has removed these barriers by allowing students to take the exam from any location. The online proctoring feature of assessment software ensures the integrity of the exam by monitoring the students through their device’s webcam and microphone.
Levelling the Field
One of the biggest advantages of online assessment technology is that it levels the playing field for students from diverse backgrounds.
For instance, students with disabilities can use assistive technology such as screen readers or enlarged fonts. Similarly, students from a non-English speaking background can use the language translation feature to read the exam questions in their preferred language.
These accommodations can be set up in advance, ensuring that every student is assessed on the same grounds, regardless of their background.
Creating Equitable Assessments
A common criticism of traditional assessment methods is that they are culturally biased. Many exams include questions that require cultural knowledge that may not be familiar to some students. This creates an unfair situation for such students as they are assessed on their cultural knowledge as opposed to their academic abilities.
But online assessment technology allows for customisable assessments, ensuring that the assessment questions are culturally and socio-economically sensitive, and every student is assessed on the same academic knowledge.
Saving Time And Resources
Traditional assessment methods are not only costly but also time-consuming for both students and examiners. For instance, written exams require invigilators, and the exam papers need to be transported physically to the examination centre for assessment. Furthermore, some faculties have to spend significant time composing the exams, creating the answer sheets, and grading the exams.
Online assessment technology can help faculty members focus their efforts on more significant academic tasks by automating the exam process, including grading.
Data-Driven Insights
Innovative online assessment technology not only ensures fair evaluation but also provides valuable insights into a student’s learning abilities. Through tracking response times, accuracy, and time taken to answer questions, businesses and educational institutions can generate data-driven metrics from the software used.
These metrics reveal where the student needs more support and allow faculty members to customise their teaching styles accordingly, catering to individual student needs.
In Summary
Online assessment technology has revolutionised assessment methods in the education sector. It has brought about equitable assessments and exams for students from all walks of life, regardless of their location, language barriers, culture, socio-economic status, and disability.
Educational institutions and businesses must leverage the benefits of online assessment software to overcome traditional assessment barriers and provide every student with an equitable education. By doing so, we can build a fairer and more inclusive education system, which ensures that every student is assessed on their academic abilities.
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How To Improve Energy Efficiency In Your Data Centre
As data centres continue to grow in size and complexity, it's become increasingly important to focus on energy efficiency. There are a number of ways to improve energy efficiency in your data centre, which can have a big impact on both your bottom line and the environment. In this blog post, we'll explore some of the most effective ways to improve energy efficiency in your data centre. By implementing these best practices, you can make a real difference in your data centre's energy consumption. Let's get started! Understand How Your Data Centre Uses Energy Gaining an understanding of how your data centre uses energy is essential for ensuring that it runs effectively and efficiently. By routinely tracking the power consumption of your servers and other devices within your data centre, you can begin to identify where potential improvements can be made in terms of energy efficiency. Additionally, it is worth looking into how different cooling strategies, such as liquid cooling, or revised ventilation systems may help reduce the amount of energy consumed by your data centre overall. To make sure you get the most out of this process though be sure to seek advice from subject matter experts and seek out solutions through research that are tailored to your unique environment. Evaluate Your Data Centre’s Energy Usage Keeping tabs on the energy usage of your data centre is essential for maintaining efficient operations. It's important to regularly evaluate the power, cooling, and ventilation protocols to ensure they are all optimized. If these systems aren't working in harmony, it could increase operational costs as well as put stress on equipment that could lead to unexpected downtime. To make sure everything is running smoothly, consider hiring an external auditor to conduct an energy audit of your data centre in order to identify any areas of improvement and locate potential cost savings. Doing so can help you not only boost the efficiency of your data centre but also save money and reduce your environmental footprint. Improve Data Centre Efficiency Data centres process crucial information for technology companies, yet their efforts to improve energy efficiency are often overlooked. Implementing small changes to infrastructure and power delivery can significantly reduce the amount of energy consumed. Power management systems should be properly set up, and nonessential components such as memory and controllers should be deactivated. Additionally, ensuring proper ventilation with fans and cooling systems can help mitigate the inefficiencies of around-the-clock computing power. Finally, opt to find electricity rates that fit your needs or utilize renewable sources such as solar and wind to reduce overall electrical consumption. With these changes in place, data centres can drastically improve their overall energy efficiency levels, greatly reducing operational costs in the long run. Monitor Energy Usage Monitoring the energy usage of your data centre is essential when making changes. Keeping tabs on things like power consumption and temperature variations provides an opportunity to make accurate adjustments that enable efficient resource management, helping you save costs over time. Staying up-to-date with knowledge about current energy levels gives you a head start when it comes to identifying areas for improvement and makes it easier to implement negative for positive change. To maximize performance, the process of monitoring how much energy is being used should be done regularly and consistently. Adjust For Efficiency Taking steps for data centre infrastructure solutions can help reduce costs and improve the environment. To capitalize on those results, facility managers should continuously adjust their approaches - examine current practices, utilize new technologies or techniques as they become available, measure and monitor power, cooling, and operations, and rethink how all of these components can work together for improved performance. Implementing these changes will not only give your data centre a more efficient infrastructure but could also add up to big savings in the long run. Ultimately, taking action now to adjust the data centre towards greater energy efficiency will pay dividends well into the future. Conclusion Implementing these changes to increase energy efficiency in your data centre doesn't have to be overwhelming. Start by learning as much as you can about how your data centre uses energy and evaluate what methods can be used to improve it. Remember to always stay mindful of the changes being made and how they're impacting energy usage. Also, monitor the data centre after the changes are made to see firsthand the impact of energy efficiency improvements. Finally, continuously adjust your strategy as needed, so that you'll remain on top of any additional gains in energy efficiency that can be made. With dedication and thoughtfulness, you'll be able to create an efficient and optimized data centre that saves energy! Read Also: Top 7 Part-Time Work From Home Jobs Top 5 Types Of Business That Are Giving More Profits To The Sellers What Is A Business Development Consultant, And What Are Their Job Roles?
Feb 25, 2023
Real Estate Mobile App Development: Detailed Manual
Real estate mobile applications have experienced a tremendous surge in popularity in the past few years, owing to the ever-expanding estate sector. Real estate apps provide a bunch of features, such as property listings, virtual tours, mortgage calculators, and property management tools. These real estate mobile app development features make it easier for customers, salesmen, and representatives to interact and manage real estate transactions more efficiently. Real estate apps offer a level of convenience, accessibility, and online data to users. Buyers can investigate properties and view detailed information, images, and videos, as well as schedule virtual tours and connect with agents. Sellers can list the properties and connect with potential buyers straight through the property app. Agents can manage their listings, connect with clients, and track leads and sales with the assistance of the application. The development of such apps is highly lucrative, offering businesses a valuable opportunity to reach a broader audience, improve efficiency, and enhance customer satisfaction. In this article, we will delve into the topic of mobile app development for real estate industry. Сategories Of Real Property Apps You Should Know About The real estate mobile app development offers a large number of features that simplify real estate transactions for clients, salesmen, and representatives alike. With access to detailed property listings, virtual tours, mortgage calculators, and management tools, users can conveniently search for properties, view multimedia content, and connect with agents in real-time. For sellers, these apps allow them to list their properties and connect with potential buyers directly. Additionally, real estate agents take advantage of these apps to manage their listings, track leads and sales, and converse with customers. As a result, real property app development became an excellent way for businesses to expand their reach, enhance their efficiency, and improve customer satisfaction. Property Search Apps Property apps are accessible in various types, each with a unique purpose. One type is property search apps, which allow users to investigate properties by location, price range, and property type. Zillow and Airbnb are examples of property search apps that offer a comprehensive database of properties for sale and rent, providing users with precise data such as pictures, videos, and virtual excursions. Mortgage Calculator Apps Another type is mortgage calculator apps, which assist users in calculating the cost of a mortgage, which is based on various factors, such as the down payment, interest rate, and loan term. Mortgage Calculator by Quicken Loans is an example of a mortgage calculator app that enables users to calculate their monthly mortgage payments and see how different variables impact the overall cost of the loan. In addition, property management real estate mobile app development is widely used in the real property sector. These apps enable landlords and property managers to manage their properties, tenants, and leases using their mobile devices. Rent Manager is an example of a property management app that offers features like lease tracking, maintenance requests, and payment processing. Virtual Tour Apps Virtual tour apps are another type of real estate mobile app development that enables users to take a virtual excursion of a property, excluding the actual visit of it. These apps utilize virtual reality technology to provide a realistic and immersive experience of the property. Matterport is an example of a virtual tour app that creates 3D models of properties and allows users to navigate through them as if they were physically there. Real estate apps offer a variety of features that streamline real estate transactions, from searching for properties to managing them. With the appropriate real estate app, customers, salesmen, and representatives agents can improve their efficiency and effectiveness in the estate sector. Key Aspects Of Real Estate Mobile App To stand out in the crowded app market, it's crucial to have the following must-have features in a real property application: Property Search The property search feature provides users with the capability to explore listings based on their preferred location, type of property, and budget. This powerful tool gives users the ability to effortlessly and quickly find their ideal home by pinpointing properties within their desired price range. Virtual Tours The virtual property tour feature enables potential buyers to experience a 360-degree view of the property without the need for physical presence. This immersive experience allows users to gain a comprehensive understanding of the property. As a result, it saves clients and agents time while providing a more extensive experience to prospective buyers. Mortgage Calculator This feature helps buyers estimate the cost of a mortgage based on different variables such as the down payment, interest rate, and loan term. It also helps buyers make informed decisions before making an offer on a property. Push Notifications Push notifications to keep users informed of new property listings, price drops, and other important updates. They help users keep abreast with the latest information. Secure Payment System A secure and easy-to-use real estate mobile app development payment system is necessary for processing rental payments, security deposits, and other financial transactions related to real estate. This feature ensures the safety and convenience of both clients and salespeople. By incorporating such capabilities within a real estate mobile application, businesses can enhance user engagement, elevate customer satisfaction, and boost sales in the fiercely competitive real estate market. Real Estate Mobile App Development: What are the Costs Involved App Design A well-designed user interface and user experience are crucial to the success of a real estate mobile app. The more user-friendly and visually appealing the app, the higher the cost. Features And Functionality The cost of developing a real estate mobile app depends on the various features and functionality you want to include. For example, advanced features such as virtual tours, mortgage calculators, and property management tools can increase the cost. Platform The cost of real estate mobile app development varies based on the platform you want to build it on. Building an app for both iOS and Android will cost more than building one platform. Development Team The cost of hiring a real estate mobile app development team is a significant factor in the total cost of developing a real estate mobile app. The more experienced the team, the higher the cost. Maintenance And Updates Once it is developed, you need to maintain and update it regularly to keep it relevant and competitive. The cost of maintenance and updates can vary based on the complexity of the app and the frequency of updates. Conclusion The success of a real estate app relies on its ability to deliver a seamless user experience and provide unique features. 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The Art Of Automation: Streamlining Marketing Processes With Tech
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The Evolution of Automation: From Conception to Integration Automation is a story that arises as a revolutionary force in the evolution of marketing, from its early conception to its smooth assimilation into modern tactics. When automation first emerged, it was a novel idea and a bright moment when strategy and technology started working together to change how people approached marketing. This tour takes you through the stages of automation's transformation and into the halls of marketing history. From its conception as a fresh concept to its development as a pillar of contemporary marketing strategies, the evolution shows its significant influence on campaign accuracy and operational efficiency. Automation is woven into the marketing fabric like a finely woven tapestry, combining the strength of technology with strategic vision to transform marketing at its core. Harnessing Automation for Enhanced Consumer Engagement Automation is a key player in modern marketing, serving as a tool for operational efficiency and a designer of better customer interaction. By incorporating it into marketing efforts, firms can establish a closer relationship with their consumers. Brands may now establish closer ties with their consumers thanks to its incorporation into marketing methods. Automation creates individualized customer journeys by coordinating a symphony of customized interactions. It sorts through enormous amounts of data, finding trends and preferences that let marketers create custom experiences that deeply speak to people's desires. Additionally, this technology integration transforms into a channel for immediate engagements, surpassing standard marketing. Brands cultivate enduring relationships by proactively addressing demands and fostering an ongoing discussion through automated touchpoints. Automation precision increases engagement by weaving a story in which businesses synchronize with consumer needs seamlessly, resulting in a strong sense of advocacy and loyalty. Cloud Storage: A Pillar of Efficiency in Automated Marketing Strategies The combination of cloud storage and automated tactics signals a monumental shift in modern marketing. Cloud storage is like the much-lauded Backblaze B2 Cloud Storage for automated marketing operations—it's the cornerstone. It is a highly valuable asset due to its dependability, security, and scalability. This cutting-edge cloud storage solution empowers marketers, providing an expansive canvas to store and access voluminous data effortlessly. Backblaze B2 Cloud Storage reviews show its reliability, making it a linchpin in preserving, safeguarding, and optimizing marketing assets. Cloud storage is the silent orchestrator in the symbiotic link between automation and data protection, guaranteeing smooth access and strong operational continuity. Its incorporation gives automated marketing procedures an unmatched efficiency level, ensuring long-term success and flexibility in the ever-changing digital environment. Overcoming Challenges: Navigating the Terrain of Automated Marketing There are several tricky obstacles to overcome when navigating the automated marketing landscape. As brands integrate automation into their plans, they face a complex maze of obstacles. Data accuracy is one of these challenges. It's similar to navigating a maze to ensure data is accurate and relevant; it requires careful inspection and purification procedures to get useful insights without going down the wrong paths. There is also a dilemma in striking the right balance between automation and customization. It's like threading a needle through a large web of customer relationships to find the balance where automated interactions retain a human touch. An additional citadel is security. Fortifying defenses in an environment where threats are always changing is necessary to protect the data that powers automation against breaches or misuse. Brands are strengthened when they successfully overcome these obstacles and can use automated marketing while avoiding the many traps. Automation in the Future: Exploring Innovations and Uncharted Horizons The future of automated marketing holds both innovation and unexplored territory, offering a scene full of possibilities and complexity. Seeking cutting-edge developments in automated marketing is like sailing on unknown waters. Unlocking the potential of cutting-edge technology like AI, machine learning, and predictive analytics is essential to venture into unexplored areas. These uncharted territories present enormous opportunities for improving and enhancing automated tactics. However, accessing the terrain of the future requires overcoming difficulties similar to decoding cryptic texts. Innovative solutions are needed to address difficulties, including balancing automation with human touch, complying with strict data protection requirements, and adapting to changing consumer behaviors. Future automation holds both mystery and promise, pushing marketers to forge ahead, revealing previously unheard-of breakthroughs while deftly navigating the challenges inherent in this unexplored region. The Human Element in Automated Marketing: Balancing Technology and Personalization Harmonizing the human aspect with technology skills emerges as a complex orchestration in the symphony of automated marketing. Automation drives campaigns toward scale and efficiency, but including the human element in this automated ecosystem is like trying to weave delicate threads into a sturdy cloth. The foundation of customer relationships, personalization, requires a careful balancing act between empathy and algorithms. Reaching this balance is like creating a work of art. Ensure that every automated touchpoint maintains a feeling of uniqueness. It involves integrating automated procedures with the intuitive artistry of human contact. It's an art form to integrate the human aspect with computerized marketing. It takes skill to infuse algorithms with the coziness of customization, ensuring that tech-driven advertisements strike a chord with every customer. Achieving this equilibrium perfectly captures how automated marketing has developed into a seamless partnership between technology and human interaction. Related: Embracing Business Automation: 8 Practices For A Smooth Transition Conclusion: Embracing the Artistry of Automation in Modern Marketing In summary, the combination of marketing and automation is more than just a statement of technological convergence; it's an artistic expression that embodies the harmony of strategy and innovation in the digital sphere. Businesses that embrace the artistic potential of automation will be able to thrive in a future where human creativity and data-driven decision-making coexist. It's clear from seeing the world of contemporary marketing that, when applied skillfully, automation complements human creativity rather than diminishes it. It makes marketing's once-static canvas into a dynamic work of art by providing a platform for tailored interactions, strategic insights, and expedited processes. Businesses that embrace this artistry streamline processes and develop compelling stories that leave a lasting effect on viewers. The symphony of automation and human ingenuity in this expansive composition reflects a future where authenticity and innovation thrive together, influencing the ever-changing landscape of contemporary marketing. Read Also: Key Components Of An Effective Procure-To-Pay System How Payouts Work: Exploring The Basics And Beyond 8 Tips For Optimizing Your Salesforce CRM
Nov 24, 2023
A Comprehensive Guide To AI in Contract Management
Legal departments and firms worldwide are increasingly embracing Artificial Intelligence (AI) into their operations. This is despite fears from some lawyers as to the potential impacts. However, the evolution of AI into the legal profession should be welcomed because it will never replace the value of judgment-forming human lawyers. This stems from the fact that intelligence is a vital component of humanity, and AI extends on that quality. AI should be embraced as a value-building element that will facilitate the duties of lawyers and provide them with ample time to focus on more complex and demanding tasks. One notable area where AI is impacting the legal profession is contract management. Understanding The Aspect Of AI Artificial intelligence is also identified as cognitive computing. It identifies machine operations that copy human brain processes through making decisions based on some sets of data. AI programs operate through computer programs training and continuously trying through trial and error in unsupervised learning. Computers also learn from humans through supervised learning. An effective AI program can perform tasks that usually require human intelligence (Rich, 2018). For instance, these programs can translate languages and even recognize speech and objects. Artificial Intelligence In Contract Management Lawyers are increasingly using AI contract management software to classify contracts just in the same manner that some individuals are training AI programs to translate languages. On this note, lawyers are infusing AI programs with training sets that may comprise of different purchaser and supplier contracts. Upon the identification of the contracts, the AI program collects data from the training set in the classification of future contracts. In this regard, the program analyzes and examines the language that is commonly used in purchaser-friendly and supplier-friendly contracts. It is also possible for a lawyer to train the AI program to reject or request variations on specific language in the different types of contracts (Linarelli, 2021). It is worth mentioning that AI programs differ from the contract management systems used previously in legal departments in the storage and organization of file sets (Agarwal, 2020). This is because cognitive computing programs fully understand the completion of certain tasks conventionally assigned to lawyers. For example, these programs can establish patterns with a set of data, perform a comprehensive examination and provide the results. AI programs assist lawyers in identifying risks, future financial obligations, renewal and expiration dates, and anomalies. Lawyers are training AI programs on the actions required for specific contracts. For example, they are ensuring these programs send all non-disclosure agreements for review by the general counsel. Similarly, an AI program will have NDA contracts that meet the required threshold approved and executed. AI programs are also being used to remind lawyers of contracts that require to be renewed before the expiry dates. AI programs are also being established in ways that they can identify missing clauses in contracts. It is essential to note that AI programs in the legal industry cannot advise clients, negotiate deals, write briefs, and appear in court. Impacts of AI In Contract Management AI is a whole new frontier to master. Studies show that AI can have a huge impact on business verticals. This section will study how AI will impact business verticals and contract management in upcoming years. Increased Efficiencies Conventional contract management is rather labor-intensive, time-consuming and often inefficient. This is particularly because the drafting of contact is quite lengthy. Lawyers must read thoroughly through their drafts and ensure that they have all areas of different parties covered. There are delays, particularly when more people are involved in the creation or approval of the contracts. Based on the above facts, conventional contract management makes it utterly impossible and difficult for a lawyer to get a general grasp of all contracts. Lawyers in these departments handle large volumes of contracts. As such, it is often a struggle to extract requisite data into organized databases. Furthermore, contracts in many legal departments are often scattered in different email inboxes and hard drives instead of being situated in one database (Rich, 2018). This, in turn, fuels disorganization that causes missed deadlines and costly errors. It is worth mentioning that contracts make up a large percentage of financial transactions in entities. They also form the foundation and relationship between buyers and suppliers. As such, ineffective contract management can be quite catastrophic in terms of loss of capital. Studies have shown that companies lose about 9% of their annual revenues because of poor contract management costs. It is, therefore, strongly recommended for legal departments to digitize their contracts into AI programs. This initiative will save not only time but also money (Rich, 2018). AI programs will assist legal departments in using algorithms to make decisions and organize information. Lawyers can also infuse AI programs with sets of training data on non-disclosure agreements. These programs can then be used to identify the specific language in the NDA contracts. As such, contracts that meet the stipulated requirements for NDAs are approved and submitted for execution. It is also possible for AI programs to be trained to recognize agreements being reviewed and offer suggestions in terms of relevant provisions. For example, in the scenario the department frequently engages with a particular supplier, the AI program will be able to offer recommendations that have been utilized previously. Greater Risk Intelligence Contracts are quite sensitive and risky. In this regard, lawyers have conventionally been forced to monitor contracts throughout their enforcement period. With AI programs, lawyers are easily notified of deadlines. This frees them to tackle other meaningful and demanding tasks. For example, lawyers through AI programs establish rules for deadline reminders. One may choose to “find all contracts with certain expiry dates and choose to be notified one month or two weeks before”. This initiative is undoubtedly time-saving and provides lawyers with time to mitigate risks associated with each contract. It is also essential to note that forecasting is an attribute that all lawyers should strive to possess. For instance, an attorney may choose to determine whether litigation against a certain supply will be victorious. Experienced lawyers tend to have better forecasting attributes. Nonetheless, AI programs are much better and more accurate in the analysis of large sets of data. Through accurate predictions of potential contract litigation outcomes, lawyers will save entities significant amounts of money (Linarelli, 2021). Greater Accuracy and Consistency Undoubtedly, human beings are prone to errors. As such, relying on them to accurately review and draft contracts is ill-advised. As is the norm, individuals often copy and paste from templates when creating contract drafts. In this regard, they often or are bound to omit certain sections. Despite them spending countless hours going through the documents to ensure all aspects are covered and flagging problematic clauses. It is based on the above facts that AI programs are highly recommended. They will reduce the costs and mistakes that are brought about by human error. There are some AI programs that prompt lawyers to choose specific clauses that they will accept or reject. As such, if a contract is uploaded but misses some important clauses, it is immediately rejected. AI programs will also foster consistency in contract management. For instance, these programs can ensure that particular definitions are used across all contracts in the department or pertaining to a certain supplier. AI programs also allow for the extraction of key data from contracts (Linarelli, 2021). In so doing, they provide an overview of fundamental concepts in the contracts. Some AI Contract Management Tools You Need To Know About Currently, the market is saturated with AI Contract Management tools. However, you need to have a clear idea about what you want and need. This section is meant to educate you on some of the best AI Tools you can use for contract management. Docusign CLM Docusign CLM is the first AI Contract Management Tool that we would like to discuss. The tool is popularly lauded as one of the best AI-powered management tools in business. The tool is ideal for technical as well as non-technical users. This tool is best suited to manage small to medium-tier businesses. This application is known to process complex approval processes and mediate between clients and stakeholders. However, the application has a very modern user interface. This can be a little challenging for people with limited technological clarity. The pricing for this software ranges from £8 /month to £33 /month. Icertis The next AI-based contract management tool that we would like to talk about includes Icertis. Icertis converts contracts into strategies and strategic assets. This can help with compliance and other similar issues altogether. As a result, the application can streamline the contractual process and enable better decision-making. Icertis uses AI tools in order to create individual or mass-contracts. The platform also offers services like contract negotiation, risk assessment, and many more. Icertis works best in an AI-powered ecosystem. Therefore, you will not face any challenges while integrating this tool with other tools you have. One of the biggest cons of this tool is that the customer support team has a long response time. This can be challenging and can disrupt operational flow. As of now, the pricing for this tool is unavailable. Contract Works The third AI-based contract management tool on this list is Contract Works. This AI-powered tool is one of the best tools for managing business contracts and contract preparation. The tool helps in automating basic and mundane tasks. As a result, a lot of your time will be saved. This tool works in synergy with the ChatGPT architecture. Therefore, the application will enable you to do several tasks at one time, from preparing redline contracts automated email replies, etc. This is a great tool to have in your arsenal. However, the tool does not support integration with ERP or CRM tools. As a result, the tool can get a little restrictive in some sense. The pricing of the tool starts at around $700 per month and can go up to $2000 per month. Conclusion With that, you have reached the very end of our article about the role of AI in contract management. Before you start gravitating towards AI for contract management, just remember that AI is a new frontier. As a result, expect to see some major shifts in the design. You May Also Like.. The Role Of Responsive Design In B2B Websites The Importance Of Tech Support For Your Small Business The Art Of Automation: Streamlining Marketing Processes With Tech
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