Connect with us

Artificial Intelligence (AI)

Impact of Artificial Intelligence (AI) on Software Development Industry

Engineers and scientists have been trying to use AI and its algorithms to develop computers and machines. Impact of Artificial Intelligence (AI) on the Software Development Industry.

mm

Published

on

Artificial Intelligence (AI) on Software Development Industry

AI has been a science fiction concept that we have seen in lots of Hollywood movies including Artificial Intelligence, Matrix, Interstellar, iRobot, and more. In the past few years, AI has come into reality, which is completely changing the world around us. We are seeing continuous advancement in technologies which is making AI part of our lives.

As per a research report, the AI market was valued at $2.4 billion in 2017 which is expected to reach an enormous $59 billion by 2025. AI is revolutionizing various industries and now even common people have started to feel its impact.

AI has now so many applications. We see its impact in many industry verticals, including the
software development companies in Minneapolis and across the world, which have several benefits from AI software development.

Let’s look at this Statista Chart. It tells about the growth in revenues from the artificial intelligence (AI) software market worldwide from 2018 to 2025 (in billion U.S. dollars).

Artificial Intelligence (AI) on Software Development Industry in The Market

Software Engineers have been studying artificial intelligence and its applications in their Artificial Intelligence Course for a long time. Engineers and scientists have been trying to use AI and its algorithms to develop computers and machines with knowledge, behavior, and power similar to that of humans.

Earlier, AI software or systems were as good and intelligent as their developers who were humans. They were developed by using techniques that involved manually growing and improving the knowledge base of the system, which had certain limits. This limited and finite knowledge made the AI systems have limited applications.

Today we develop AI systems with the new approach so that they learn from themselves and become experts and make models and abstract rules from the data that is fed to them. These AI systems keep on improving their accuracy, adapting to new situations, and expanding their capabilities beyond the original programming. With this, we also found an answer to the question How does AI impact Software Development?

Now we see deep learning which is the part of machine learning aspect of AI, traditional natural language processing (NLP) techniques, rule-based reasoning, and knowledge representation being used which has resulted in the emergence of new “intelligent” apps in many domains.

This new approach to implementing artificial intelligence is impacting the work of software developers. Hence, you, too, should be prepared to use these AI software development tools. Developers should learn how these new AI technologies work and how they can apply them to their work in the enterprise software development life cycle and also in developing applications.

Impact of AI on the Software Development

1. Easy to Convert an Idea into Code

Impact of Artificial Intelligence (AI) on Software

There are so many entrepreneurs around the world who want to implement their business ideas by developing software around them. Many of them even go for Outsourcing software development to save cost. However writing code for such software is still a complex task even though we have many latest SDLC methods, Agile methods, and practical business analysis.

AI can make this process of writing the code much more straightforward. Using AI, it is possible for software developers can describe a business idea in natural language, and the AI system after understanding it turns it into executable code.

Through natural language processing and expert systems, software applications can be created, changed, or improved. AI will result in easy text recognition, which will lead to better code generators.

2. To Improve the Accuracy of Estimates of Software Development

To Improve the Accuracy of Estimates of Software Development

During the full activity of software development in a Software Development Company, there is an important task that is required at the start of each project. That is the estimation of the time and cost of developing a software project. Even today, it is a complicated process with low precision, even if it involves experts with extensive knowledge.

An AI-based software solution can estimate the cost of software development after analyzing the historical data from previous projects that the company has done. This solution uses statistics, correlations, predictive analytics, and business rules to provide an accurate estimate of time, effort, and cost.

3. To do Testing and Maintenance of Software Products

To do Testing and Maintenance of Software Products

AI can completely transform the maintenance and testing part of the Software development lifecycle and process. By using AI in software testing, IT, companies can transform their software testing into a robust automated process requiring minimal intervention from humans.

Many companies that have developed software testing tools are now incorporating these tools with AI capabilities to gain the maximum advantage of AI technologies, which ultimately dramatically benefits software developers.

4. In Doing Automatic Bug Fixing

Another essential part of software development is bug fixing, which is very common in almost all software development projects. Using AI, we can transform this completely. Nowadays, we have a vast amount of data that is tested in the software testing process.

This data tends to increase exponentially, and there are a lot more chances of errors happening due to human factors and unwilling ignorance of existing bugs.

Using AI and machine learning, we can power the tools that resolve bugs and generate auto-corrected software code without the need for any human intervention.

5. In Managing Customer Experience

Managing Customer Experience

We use many tools to implement the processes that help us achieve better customer experience. The application of AI in developing these tools can bring significant benefits. These AI-enabled devices can play a vital role in maintaining the enormous amount of data flowing in almost every second – whether it is related to social media interactions, helpdesk and complaints, or feedback.

Complex AI tools can provide real-time insights to help businesses deliver much better customer service and achieve higher growth in revenue and profits. As many devices are being launched into the market to manage customer experience; hence, we can say AI is transforming the customer experience.

Chatbots to interact with customers is one such tool that is becoming highly popular each passing day.

6. To Build Safe and Secure Software Systems

To Build Safe and Secure Software Systems

AI can be immensely helpful in building safe and secure software systems. Most of the software deals with lots of personal and confidential data, and we all understand the importance of data security in today’s world. So many government organizations and large private enterprises store an enormous amount of customer, strategic, and other personal data of users who need to be secured at all times at all costs.

By using Artificial Intelligence algorithms, we can provide the necessary security and processes to create a multi-layered security system that provides a high level of protection to the underlined data. Advanced AI algorithms can also help in identifying potential threats, data breaches, and vulnerabilities much in advance, and not only this, they can even provide the necessary solutions to avoid any incident of data theft or hacking in the future.

7. To Improve Productivity within a Software Organization

Improve Productivity within a Software Organization

Many Artificial Intelligence algorithms can be applied and implemented to help developers in writing better source code and overcome software bugs. Several AI algorithms are there to help in coding and provide clean, simple-to-understand, and bug-free systems and to increase the efficiency and productivity of developers.

AI algorithms can read, judge, and understand the structure of the existing code and can provide highly useful suggestions for improvements, which ultimately help in improving the overall productivity of the organization and reducing the development time during the SDLC process.

8. To Automate the Processes

AI can help in bringing automation within the company or organization and its processes. The benefit of such a kind of automation is that almost every piece of work can be done without human intervention and interference.

By using deep learning and machine learning, organizations can quickly implement automation in the backend processes, which will ultimately lead to cost savings and reduced human needs. The good thing is that AI-enabled systems and methods evolve and improve over time as the algorithms learn from past mistakes and past data and adjust themselves to enhance productivity.

9. To Optimize Server Operation

Optimize Server Operation

It has been generally seen that organizations that have a website running on a server face issues when the hosting server is targeted with millions of requests per day. The job of a server is to open the web pages which are requested by the users. However, due to such huge traffic or the continuous inflow of user requests, servers often become unresponsive, which results in server-down errors for a long time.

Optimize Server Operation

Artificial Intelligence can significantly help organizations in overcoming this problem. AI can optimize the host server to improve customer service and enhance operations. AI tools can also tell how much hardware or resources are required for the smooth functioning of the website and how to optimize their usage over time in advance.

Conclusion

No doubt Artificial Intelligence has brought many benefits to the software development processes and the software industry as a whole. You take any Software Development Company in India or elsewhere; AI has helped its developers to widen their horizons and do operations that were earlier looked impossible or very difficult.

Software developers have witnessed a rapid change in the software development life cycle, planning, execution, and even in delivering quality assurance. Ultimately, we can say that the automation that has been brought by the use of AI in software development has helped industries, developers, organizations as well as the public and users in general. Therefore, many businesses look for Offshore software development Companies to build AI-based software at affordable rates.

After reading this article, if you are impressed with the benefits of artificial intelligence in the software development process and industry, then you should contact the Best software development company, which has expert software developers having experience in developing AI-based software. It will open new gates of success and growth for your organization.

Helpful Resources:

1. 16 Best (free) AMP – (Accelerated Mobile Pages) WordPress Plugins

2. Top 10 Artificial Intelligence (AI) App Development Trends

3. Artificial Intelligence And Its Demands To The Programmers

4. Artificial intelligence (AI): Friend or Foe to Future Designers?

5. How Augmented Reality Will Change The Future Of the Design Industry

We are an Instructor, Modern Full Stack Web Application Developers, Freelancers, Tech Bloggers, and Technical SEO Experts. We deliver a rich set of software applications for your business needs.

Continue Reading
Click to comment

Leave a Reply

Your email address will not be published. Required fields are marked *

Artificial Intelligence (AI)

WORM-Compliant Storage: Exploring Write Once Read Many (WORM) Functionality

This is sometimes referred to as write once, read many, or WORM, compatible storage. With a name like that, it’s hardly surprising that many need help understanding it.

mm

Published

on

How does WORM storage work

Organizations generate an immense quantity of data, yet sometimes they need or want to preserve it in an unalterable format.

For legal reasons, a non-profit organization may desire to keep its financial information in this format regularly. An institution may desire to save graduation records in this manner in case the actual records are lost in an accident. Businesses may desire unalterable records to avoid tampering, which might cover up fraud.

This is sometimes referred to as write once, read many, or WORM, compatible storage. With a name like that, it’s hardly surprising that many need help understanding it.

We’re here to help you get a grasp on things. Let’s go!

1. What Exactly Is Write Once, Read Many?

The simplest explanation is that it is immutable storage. You may write data to the storage device or medium just once. Following that, no one may legally alter the data in any manner.

CD-R discs are a basic kind of WORM storage. You may add data to the blank disk, but it will remain in that state indefinitely. You may damage or destroy the disk to prevent someone from accessing it, but you cannot modify the data contained in it.

WORM storage allows for repeated reads of the data. Assuming the disk or drive isn’t destroyed, there’s no practical limit to how often you can access the data.

2. How does WORM storage work?

There are two options for implementing WORM storage in your business. The first technique is hardware, which uses tape or a similar form of media that permanently stores data, making physical destruction of the WORM storage device the sole way to delete it.

Nonetheless, with many solutions migrating to cloud and SaaS services, selecting particular hardware might be challenging. However, many of these service providers now provide software-defined WORM solutions, which combine the flexibility of software with the strictness, security, and indelibility of hardware-based WORM.

Whether you utilize software or hardware to achieve your compliance objectives, the idea is the same. When someone writes data to a WORM disk, it remains there eternally. The assumption that you cannot alter the data on a WORM drive only refers to anything that has already been saved there; the ability to add new data is always available as long as there is adequate storage space on the drive.

Do you need WORM-compliant storage

3. Do you need WORM-compliant storage?

Unless your company works in the securities or healthcare industries, which are subject to SEC or HIPAA laws, there is likely no legal need to adopt write-once, read-many (WORM) compliant storage solutions. However, legal requirements are only one motivator for using WORM storage systems.

WORM compliant storage provides a key role in addition to regulatory compliance. For example, if you want to keep a safe archive of historically important documents, WORM storage is a wise solution. This guarantees that once data is written, it cannot be changed or erased, protecting the integrity and validity of critical documents over time.

Furthermore, in situations where internal workers may tamper with corporate documents, WORM storage adds an extra degree of protection. Creating immutable copies of papers makes it easy to check the correctness and validity of records, reducing worries about possible manipulation.

Likewise, WORM storage may serve as a protection for proof of trade secrets or intellectual property, providing a snapshot of data at a given point in time and preserving valuable assets from illegal changes or access. In conclusion, although WORM-compliant storage is not legally required for all enterprises, it provides essential advantages for data integrity, security, and crucial information preservation.

4. What are the primary advantages of WORM storage?

WORM technology protects businesses against many of the usual difficulties associated with data corruption and loss. The primary advantages of deploying WORM storage include:

Compliance With Industry Regulations

Using WORM storage helps firms comply with recordkeeping rules and laws. More than simply archiving data is required. Businesses must store their data in the right, unalterable format to comply with regulatory requirements and avoid significant fines and penalties.

Risk Mitigation for Poorly Archived Data

Companies must have a robust procedure for archiving all data. If information is needed as part of an audit or lawsuit and the required data is lost or damaged, difficulties (and penalties) will arise.

Better Information Security

WORM Storage secures precious and sensitive data and, more critically, prevents it from being doctored or changed. It guards against occurrences such as data being accidentally or purposefully manipulated.

Better Data Governance

WORM storage contributes to the present business-wide practice of rigorous and well-planned data governance. It also enables you to better adhere to the Electronic Discovery Reference paradigm (EDRM), a paradigm that describes the steps of the eDiscovery process throughout an inquiry.

5. Use Cases of WORM Storage

Professional content distribution includes financial records, police investigations, court testimony, computerized voting, and other applications in which data files must be safeguarded against manipulation or deletion, particularly when material is accessed, relocated, or transferred. Organizations transfer all data given over to the data investigation business onto WORM disks, ensuring that nothing changes beyond that point.

Transferring a read-only file across a network using encryption and passwords does not ensure that the file is original or untouched. Furthermore, it is usually preferable to enforce something in hardware rather than software since when the program is not operating, the data may be tampered with.

  • Corporate records
  • Financial and Insurance
  • Intelligence collection
  • Law enforcement
  • Electronic Voting
  • Court Proceedings
  • Medical Records and Devices
  • Public Records
  • Artificial Intelligence
  • Cyber-attack protection
  • IT security and log files

Conclusion

Write once read many compliant storage enables enterprises to safeguard information in a method that no one can tamper with. This may occur with something as basic as a CD-R or with software-based cloud storage.

The size of the data typically influences the medium used. You can keep a few papers on physical media without issue. Petabytes of data need a strong in-house storage ecosystem or a cloud storage provider.

If you decide to use a cloud storage provider, be sure to inquire about the retention term choices and redundancies.

Continue Reading
CYBER SECURITY Business technology Antivirus Alert Protection Security and Cyber Security Firewall Cybersecurity and information technology
Cybersecurity2 weeks ago

Harnessing AI for Proactive Threat Detection and Response

Key Strategies for Successful Digital Transformation
Business3 weeks ago

Key Strategies for Successful Digital Transformation

High ROI influencer benefits for brands
Marketing1 month ago

Where to Find Influencers for High ROI Marketing Strategies and Why It Matters

Leveraging Cloud Technology for Better Data Protection
Cloud Computing2 months ago

Leveraging Cloud Technology for Better Data Protection

Do you need WORM-compliant storage
Computer Network2 months ago

7 More Secure Gmail Alternatives

How does WORM storage work
Artificial Intelligence (AI)2 months ago

WORM-Compliant Storage: Exploring Write Once Read Many (WORM) Functionality

The Rise of Trail Cameras
Gadgets2 months ago

Trail Cam Tactics: Using Technology to Scout Hunting Spots

Internet3 months ago

Mastering the Art of Task Automation in the Modern Office

5 Innovative Ways Point-of-Care Diagnostic Devices Revolutionize Healthcare Efficiency
Health & Fitness3 months ago

5 Innovative Ways Point-of-Care Diagnostic Devices Revolutionize Healthcare Efficiency

Leveraging Technology In Portable Office Setups For Enhanced Productivity
Technology3 months ago

Leveraging Technology In Portable Office Setups For Enhanced Productivity

Trending