AI hype in recent years has led to the fact that to increase sales in the software market, AI designation seems to be a prerequisite. AI-based technologies have become a sign of quality and unlimited possibilities. And this is true — the potential of Artificial Intelligence brightly manifests itself the more intensively various groups of developers work on it. The difference between conventional software and AI-based programs is so impressive that when thinking about modernizing their activities, companies are increasingly choosing to use AI. But to get a truly breathtaking product, it is important to collaborate with a developer who has perfectly mastered working with this technology. CHI Software has solid experience in developing AI software, as evidenced by its impressive portfolio of completed projects. Learn about innovative and highly productive AI solutions from CHI Software that will help you come up with an original idea for your business.
How Does AI Software Differ from Conventional One?
The evolution of AI technologies since 1956 has reached a stage where society and various industries can greatly benefit from their use. If before the beginning of the 2010s, AI needed further help and support from developers, now it never ceases to amaze with its capabilities. It’s like when a small child suddenly starts talking, and the parents are surprised at how much the kid learned during this time. What is the difference between AI-based software and traditional software that makes it a separate branch of computer science?
Comparative Table of AI and Traditional Software
| Indicator | Traditional Software | AI Software |
| Main task | Perform a certain assignment | Learn to perform certain assignments |
| Primary artifact | Code | Data |
| Requirements for storage capacities | Moderate | High |
| Cloud capabilities | Not required | Required |
| Exposure to changes | Cannot change without human intervention | Keeps changing after release thanks to the feedback loop |
The Director of the Institute for Internet Governance in Oxford, Nick Bostrom, very wittily noted the difference between traditional software and AI. In his book on Superintelligence, he wrote that everything that amazes and impresses us, we tend to call AI. When we get used to certain possibilities, we call it software, no longer experiencing the same delight.
To summarize, the main factor that made the breakthrough possible was the improvement of AI’s ability to learn from experience. It is this quality that opens up endless possibilities for its further development since it can endlessly adjust to new inputs. Varying the data that AI operates changes its conclusions and decisions, which means humanity has received a universal tool that can be adapted to perform different tasks.
What Is Needed to Develop AI Software
To create AI software with unique characteristics that can significantly expand the capabilities of your business, you need a special team of developers. Because to develop AI software many technologies and powerful capabilities are needed:
- Cloud Computing
- Advanced Algorithms
- Natural Language Processing (NLP)
- The Internet of Things (IoT)
- Big Data & Analytics
- Application Programming Interfaces (APIs)
- Graphical Processing Units
- Computer Vision
Capitalize on AI Advancements with CHI Software
All these technologies and much more is the area of expertise of the CHI Software development team. Formed back in 2006, when successes in the development of AI were not yet so obvious, the company acquired a huge baggage over the 17 years of its active involvement in various projects:
- Extensive experience in developing AI-based applications for various industries;
- A friendly team of talents from different countries, which currently numbers more than 800 professionals;
- Many awards and certificates, including ISO Certification;
- Reliable partners ready to participate in joint projects;
- An ever-growing network of grateful clients;
- Many original ideas that are waiting for the right moment to be implemented;
- Offices in various countries around the world, including Ukraine, the USA, Poland, Spain, Japan, and the Republic of Cyprus.
If you want to build AI software for your company with real experts in this field, pay attention to the unique projects of CHI Software, which have provided invaluable assistance for various industries.
4 Key Steps to Build AI Application
If you want to replicate human thinking with AI, you will need a great team of developers, a lot of data related to your company’s activities, powerful computing resources that are provided by the AI software development provider, and much more that the developer will take care of. The entire process of creating AI software will consist of 4 key stages, differing in the main task that will need to be solved during its implementation.
- Preliminary Stage: determining the purpose of creating AI software and the tools that will be used, researching existing projects, etc. At this stage, the composition of the team and the tasks of each of its members are planned as well.
- Field Stage. This is the main stage during which model learning is carried out based on correctly prepared data. To build AI application that will meet your business objectives, engineers need to select the necessary raw data, upload it, correctly annotate it, etc. After this, they begin to train ML models using various effective techniques.
- Evaluation Stage. Before deploying the model, developers need to understand whether it is possible to stop training it at this stage or whether to launch another cycle. To do this, a Minimum Viable Product (MVP) is created, which is assessed by the customer in terms of meeting their expectations. After this, further product improvements are made, and the final version of the software is prepared.
- Final Stage. Launching AI software does not mean that it will remain unchanged for the entire duration of its operation. Since the developer takes responsibility for further support of the AI software, its performance can subsequently be optimized, as well as functionality expanded as necessary.
Following these stages, CHI Software has helped many companies improve their business and become leaders in their industries. Take advantage of the edge that AI software provides businesses, and you will open up even more amazing horizons.