When we hear AI (artificial intelligence), some will say that it is humanity advancement, others will say technology should not outperform humans. Either way, nowadays AI has been part of our lives without even knowing it. It has taken importance over the years and became a daily use for most of the people.
Artificial intelligence indeed makes people’s lives easier and everybody should know how it works and what it does. So, let us define the term AI. It refers to systems or machines that mimic human intelligence to accomplish tasks and that can improve based on the information they collect. There are 4 types of artificial intelligence:
Reactive Machines: This is the most basic type of AI which is reactive. It has the ability neither to form memories nor to use past experiences to inform current decisions. The computer only perceives the world directly and acts on what it sees.
Limited Memory: This second type of AI can investigate the past. However, these pieces of information about the past are only transient. Which means they are not saved as part of the library of experience it can learn from, the way humans would do over the years to act.
Theory of Mind: This type of intelligence understands the needs of other intelligent entities. This one is the next level of AI systems that researchers are engaged in innovating.
Self-Awareness: This type of intelligence has human-like intelligence and self-awareness. This form of AI will not only be able to understand and evoke emotions, but also have beliefs, needs and desires of its own. It is very hypothetical for now on but is the ultimate objective of all AI research.
Cloud Providers are a service from companies that provide an IT environment. There are public clouds or private clouds, allowing scalable resources to be pooled and shared on a network. Cloud providers can also offer components of cloud computing and 3 online types of cloud services such as Software-as-a-Service (SaaS), Platform-as-a-Service (PaaS), and Infrastructure-as-a-Service (IaaS).
Read here to learn more about the subject
The era of artificial intelligence is already upon us, ready to be used by any company. With the advent of AI technology, learning algorithms face a huge amount of data. That is why AI cloud providers are game changing. When huge data inputs are applied to an algorithm, it becomes important to have access to a cloud for this. The more data they can retain, the better they become at identifying patterns, making predictions, and automating complexity. As we collect more data for each model, the prediction gets better and the accuracy can improve. Every model can learn from the different patterns from available data. Introduction of AI to cloud provider infrastructure means more processing power for Big Data analytics giving access to infrastructures, platforms and software.
To be AI-first means that your core product is based on AI, without it, your proposition loses its value. Whether companies are putting forward one of these tactics or the other, they all have 1 thing in common: the use of AI. But what make AI Cloud Provider companies unique?
Since the cloud provider market is very saturated, numerous companies have adopted strategies to differentiate themselves, which make them more specialized and efficient.
Verticalization: Traditional companies usually increase the diversity of a feature for a broad audience, they now focus on more specific segment and build a more customize product for that niche.
Segmentation: They focus on a specific customer size (SMEs, SMBs, large enterprise)
Feature optimization: Develop a product with only 20% of the features but 80% of the value.
Blending consumer and enterprise: Create a product that optimize efficiency for both consumers and enterprises.
While artificial intelligence has been more and more accessible for small business, all the data generated by the machine can not always be taken in charge. An AI cloud provider will give you access to computing services that you would have to provide on your own.
By using a third party, data is accessible through the internet, which results in cloud application development eliminating the need for expenses on site hardware and software purchases and setup. In other words, an AI cloud provider will take care of all the data centers as well as the related expenses. They have their own IT experts to run the centers, servers powerful enough to handle data, and 24-hour electricity to power and cool the servers. As a result, even small businesses can now leverage AI through AI-as-a-Service at a reasonable cost. They’ll be able to collect massive datas to provide better services, conduct analysis without human intervention and deploy efficient processes that add better value to customer experience, which will result in faster business growth.
The fact that cloud computing collects all the data via the internet, the chances for a disaster are very low. For instance, with a hard drive or physically accessible infrastructures, chances are much higher for misfortune, such as crash, lost files, backup failure, or even natural disasters. Therefore, cloud computing will ensure business durability and safety through the server.
Since cloud computing service is all internet based, there is no maintenance, hardware setup, software patching nor racking and stacking needed. Therefore, the IT team can focus on accomplishing other business goals. Time is a precious resource. In fact, efficiency and saving time is the main goal of artificial intelligence while improving the service without human interactions.
SaaS’s services include the management of technical issues, such as data, middleware, servers, and storage. It is a method of distribution delivery and licensing in which software is accessed online via a subscription, rather than bought and installed on individual computer. That means there are no downloads or installations needed on the client side. The source code of the application is the same for all clients, so if a new feature or functionality are implemented, they are distributed to all clients. However, a company can write its own software tools and use APIs from SaaS providers to integrate those tools into the SaaS offering.
PaaS has a similar distribution method to SaaS, but instead of providing access to software over the Internet, it provides a platform to create software. PaaS provides a framework for developers to build on and use to build custom applications. This allows business to design and create applications via the PaaS with special software components. The enterprise or a third-party vendor can manage services, storage, and networking while developers manage application management.
IaaS’s services include servers, network, operating systems, and storage. It is more like a self-service, which means businesses can purchase resources on-demand and as needed so they pay for what they use. IaaS services provide through a dashboard or an API the client a complete control over its infrastructure. Unlike SaaS or PaaS, IaaS requires a little more technical effort, while the provider takes care of the server, hard drives, networking, virtualization and storage, businesses must take care of applications, runtime, OSes, middleware and data.
We firmly believe that the combination of artificial intelligence and cloud computing services is a great way to grow a business. By making a phenomenal difference for small businesses and pushing the tech industry even further.
There are many cloud providers options, all of them have their advantages, but they also come with cons. But either of the choices, one is always best for a company depending on the budget, the size of the company, your customers, the expertise of your employees, etc. In hope that we enlightened your decision, at Algofields, we strive to push humanity forward by sharing the knowledge and innovations.