It’s a little surprising to most people that cloud-based software is behind most operations on the internet. Cloud services comprise a considerable component of the international information technology infrastructure as it provides means of Data Storage and Access.

Furthermore, it’s also a means to develop, grow, and maintain applications and databases on the world wide web. If you have a company, there needs to be some sort of central command point that stores your information and operates your requirements.

Essentially, a cloud-based application is defined by a program that manages the storage and housing of information. The following are typical examples of what cloud-based software includes:

• Storage, servers, and networking
• Possibility for developers to build, test and operate applications
• The ability for users to connect to web-based and mobile applications

Here are some cloud-based software examples you’ll want to check out. 

1. Amazon Web Services

Amazon Web Services is one of the largest and best cloud computing services out there. It has a comprehensive set of computation, storage, and database solutions developers need for projects. Aside from these advantages, it’s also widely used – in fact, it’s currently available in 84 zones across 26 regions. Plus, it can be used on its own or connected to another cloud computing platform. AWS is free for all users. 

2. Google Cloud Platform

Meanwhile, Google Cloud Platform (GCP) is another public service provider you shouldn’t miss. The GCP is best for developers who want to scale their infrastructure at a quick pace. Aside from that, users can take advantage of the service’s AI, analytics, and data management capabilities. It uses virtual machines and hard disks at Google site centers to facilitate its operations. GCP has free trials for first-time users, but its primary payment method is pay-as-you-go. 

3. IBM Cloud

IBM Cloud is a highly customizable service that lets developers choose their preferred tools, data model, and delivery models. Developers can use it on its own, but it’s a service best used with other programs. Users prefer it over other services because of its high reliability, pre-installed security feature, and dual-stack IP capabilities. IBM Cloud is free to use. 

4. Microsoft Azure

Microsoft Azure is one of the best cloud-based applications if you want a vast network across regions. It’s tailored for developers, and IT teams because of its flexible storage solutions, container and load balancing features, and other core cloud services. Plus, it supports various languages, tools, and operating systems. A free trial of Microsoft Azure will last you for 30 days, but their hourly rate starts at 2 cents per hour for 20GB. 

5. Huawei Cloud

Huawei Cloud is a trusted global cloud service provider featuring robust and secure services to serve enterprises of any size. Computing, storage, and AI-based solutions boast extensive scalability and performance. Generally based out of Asia for extensive applications, Huawei Cloud is rapidly expanding into global markets, becoming a leading competitor for adaptive enterprise cloud needs.

6. Oracle Cloud

On the other hand, Oracle Cloud also offers basic cloud services tailored to enterprises. It’s suitable for both companies and developers to connect and share their applications online. Like other platforms, it provides storage, network, and applications through its data centers. Like other platforms, Oracle Cloud has tough security and reliable networks to ensure your data’s safety. This option has subscription-based and integrated services for any kind of online business. 

7. Alibaba Cloud

Alibaba Cloud is the leading cloud service provider in Asia and the Pacific, but huge in China. It has all the essential cloud computing services but includes elastic computing, machine learning, big data analytics, and a host of other features. Plus, it’s a scalable option that users can use by itself or with other networks. To date, it has 25 regional centers all over the world. The Alibaba Cloud is available as a pay-as-you-go service.

8. DigitalOcean

Meanwhile, if you’re looking for a simple option that’s better for small operations, DigitalOcean is for you. DigitalOcean focuses on IaaS and offers all the basic and core tools for only $6 a month. That said, it allows users to create VMs, deploy Kubernetes clusters, manage databases, and more. This option is one of the best for beginners for its friendly interface and cheap plans. 

9. Tencent Cloud

After Alibaba, China’s next largest service provider is Tencent Cloud. It’s a great option for storage, data migration, and analysis. In addition, it has powerful computation abilities with automatic scaling, CVMs, and auto-scaling. Plus, it also has scalable file storage and CDN. Apart from that, users can also get cloud storage and a strong security feature with this option. Tencent Cloud has over 500 locations all over the world. 

10. Salesforce

Meanwhile, Salesforce is one of the best cloud-based software solutions for businesses. It has CRM, sales, ERP, mobile apps, and more features. It’s best if you want customer support features to keep track of orders, manage clients, and track leads. You can also choose to add customer service data with records from other clouds. This option starts at $25 per month. 

Factors to Consider When Choosing Cloud-Based Software

Need tips to find the best cloud-based software for you? You might want to take a look at these factors first. 

First, check how payment works. Most platforms use a pay-per-use method, but others favor subscription-based plans. Next, you want to review their main services and whether they’re fit for your niche. For instance, developers and IT teams are better off with services like AWS and GCP. Salesforce, on the hand, is the best option for online shops and small teams.

You may also want to look at migration support and exit strategies. Some services have a vendor-lock rule that prevents you from moving to other services. Finally, pay some mind to their data management and security policies. You want to make sure your applications are secure and protected. In sum, do your dues and check for the reliability of the service you’re looking at. Check the cloud-based software advantages before making the jump to commit.

Artificial intelligence (AI) technologies continuously evolve and power various processes around us. Similarly, AI is one of the significant growth drivers in the semiconductor industry. It is because AI generates large amounts of data much faster and makes predictions more accurately than humanly possible. 

MemryX is a startup focusing on AI processing for edge devices and is creating new technologies to address this emerging market. Let’s take a closer look at MemryX and its future directions. 

Company Background

MemryX Inc was established in 2019 by Dr. Wei Lu to create an AI accelerator suitable for Edge devices. Dr. Lu has been an Electrical Engineering and Computer Science professor at the University of Michigan since 2005. He specializes in memory systems, neuromorphic computing, and in-memory computing system. Dr. Lu and his team spent almost three years developing and proving MemryX’s unique approach.

The company’s website lists Dr. Wei Lu as CTO and Co-Founder, while Keith Kressin is the President and CEO. Dr. Mohammed Zidan is the VP of Architecture, and Roger Peene is the company’s VP of Product & Business Development.

Just this March 2025, MemryX has raised $44 million in Series B funding through the support of new and existing investors. Their Series B founding comes at an opportune time of the MemryX’s announcement of the production quality of their MX3 Accelerator chip.

The Target and Flag Plant

Since the start, MemryX’s goal has been to be the leading provider in the edge AI semiconductor market. After all, this industry to projected to grow rapidly over the years because there’s ample demand for low-power and efficient AI accelerators.

Its target has always been industries that need real-time AI processing at the edge, such as automotive, smart devices, healthcare, industrial automation, and IoT.

As mentioned earlier, the company’s flagship product, the MX3 AI Accelerator, has moved beyond initial sampling and is now in full production. Because of this, it has earned industry recognition for its performance and ease of integration. Its innovative dataflow architecture allows developers to deploy complex AI models with minimal energy consumption and latency.

Strategic partnerships, such as its collaboration with the National Semiconductor Hub in Saudi Arabia and membership in the Edge AI Foundation, signal its ambition to expand globally while shaping the standards of the edge AI ecosystem.

The Challenge

Because of the rapid adoption of AI, there’s a challenge to have powerful models out of the cloud and into the real world without being overwhelming to devices in terms of not only power but also heat and complexity.

That said, CPUs, GPUs, and other traditional processors may not be ideal for real-time use beyond their use for training models. With that in mind, MemryX may find various challenges:

• High power consumption. A lot of accelerators drain too much energy, limiting their use in mobile or embedded devices.
• Latency issues. Cloud-based AI introduces delays that are unacceptable for applications like autonomous driving or medical imaging.
• Complex deployment. Running models on diverse hardware often requires extensive optimization and developer expertise.
• Scalability concerns. As models grow larger, businesses need solutions that can keep pace without ballooning costs.

Amid these challenges, MemryX saw an opportunity. It found a way to build a chip architecture with a dataflow-driven design, making edge AI both scalable and accessible.

Conclusion

The successful Series B funding in 2025 and partnerships with organizations like the National Semiconductor Hub in Saudi Arabia and the Edge AI Foundation show that MemryX is no longer just an emerging startup. It is an influential player with global ambitions. Recognition, such as the 2025 Edge AI and Vision Product of the Year Award, further validates its technology and market impact.

In short, MemryX has planted its flag as a serious contender in the semiconductor space, turning vision into execution and execution into momentum.

For brands that can’t afford to hire an in-house designer and don’t have the time to browse through thousands of freelance designers in job marketplaces, graphic design as a service offering unlimited graphic design is a practical and convenient choice.

But with a handful of service providers out there, which ones should you choose? Here’s a list of the best ones on the market right now, along with the features that make them stand out.

1. Penji

Often hailed as the best creative design company, Penji is a reliable visual communication partner for many brands. The best thing about Penji is that they only hire the top 2% of creatives worldwide. That means clients get access to top talent without the long-term commitment of hiring an in-house designer.

Features:

• Unlimited graphic design at a flat monthly cost
• Wide variety of design expertise, from branding design and pitch decks to UI/UX and custom illustrations
• Turnaround time of 24-48 hours
• Has a specialized app with a point-and-comment feature, making it easy to request revisions 

2. Design Shifu

Design Shifu, meanwhile, focuses on providing fast and reliable designs without having to hire an in-house designer.

Features:

• Dedicated designer who gets familiar with your brand
• Quick turnaround of 24-48 hours
• Multiple plan levels

3. Superside

Superside is another powerful unlimited graphic design provider in the field. However, it’s crucial to note that its price point is a lot higher than other players in the graphic design services arena.

Features:

• AI-powered workflows
• 24/7 wide timezone support
• Top-tier creative talent pool

4. ManyPixels

ManyPixels, meanwhile, offers a variety of unlimited graphic design types. However, it’s best to note that you might need to go for a higher tier if you have a tight campaign schedule and you need a shorter turnaround time.

Features:

• Flexible options for all types of users
• Web graphics and social media
• UX design, animations, and more

Feature Image Credit: Photo by Antoni Shkraba from Pexels