During this time of digital acceleration worldwide, artificial intelligence is not an alternative but has become a necessity. Do you feel the same? Are you facing some gap in business that needs the filling of Artificial Intelligence? If you think you need it but are again stuck on the choice between open source and closed AI model? This write-up can help you just like an AI development company will help you in the infusion and maintenance of such a model.
Dive into both kinds of AI models and then make up your mind about which one serves you best in fulfilling your business requisites.
Closed or Proprietary AI systems
When you opt for a Proprietary AI system for your business, you are directly taking the approach of Custom AI development. Through this, you can fulfill all of your business needs. This system comes with vigorous security safety so that you don’t need to worry about your sensitive data. Besides this, dedicated customer services will guide you anytime to tackle any issue that you are encountering.
However, these all things are not free of cost in both terms literally and figuratively. The starting investment along with maintenance fees is quite high. This system is like a trunk full of treasures but not open for review as it can emerge with serious ethical problems. A single provider is assigned to you to take care of your needs and updates.
Open Source AI Models
On the other side of the wall, open-source AI models are present. This model is quite transparent as it is open for everyone to inspect which offers a sense of ethical clarity. They are available to use freely, modify, and distribute making it an affordable choice. Thus, if your organization holds the experts to structure it according to the needs then with it. Otherwise, choose an AI development company for assistance in integrating these models into your system.
But it is not that much pleasing or great as it sounds. The open Source AI model will expose your system to security-related troubles. It also needs a certain set of expertise to get infused or for maintenance purposes. So, either you should have an in-house skilled team or rely on one AI Development company like Digital is Simple. Besides this, for any kind of support technical or any kind, the only alternative is a community-based one.
Place your bet strategically
If you are running a business in this dynamic and digitally evolved world and not using AI till now, you are successfully wasting your time. So, without waiting for a minute more, become friends with Artificial Intelligence. But the main question that comes here is to which segment of AI do I need to get tilted?
Continue your reading and till the end of this write-up, you’ll figure out which AI system is ideal for you.
1. Transparency vs. Security
Open-source models offer uncompromised vividness permits for ethical oversight along with community-driven improvements. However, it is the case that it opens up your system to security threats that may hamper your sensitive data. On the other hand, closed AI models have a vigorous sense of security but lack transparency which some business needs for compliance reasons.
2. Scalability vs. Flexibility
The proprietary AI model has the upper hand when it comes to scalability. It helps businesses to take a long jump in adapting to the business needs but at a heavy cost. In contrast, Open source AI model shows flexibility to scale the businesses horizontally at a minimal cost. However, for this, the need for expertise or an AI development company is a must. You can’t scale your business open AI model within your mind as execution is required.
3. Ecosystem or Community vs. Quality Control
When you proceed with a Proprietary AI system, you’ll receive a professional ecosystem along with certified partners. Thus, there remains no need to worry about implementation and troubleshooting. Whereas open-source models benefit from a wide community providing a plethora of plugins and extensions. In this trade-off, the quality of the contributions may vary as everyone has their versions. Furthermore, there is no critical evaluation taking place in open AI models.
4. Innovation or Invention vs. Intellectual property
Within the closed AI system, the terms of use and intellectual property rights are quite clear and crisp but restrictive. On the other side of the spectrum, the open-source AI model gives the privilege to innovate, devise, and monetize the alterations. Besides this, intellectual property can be a concern under this realm depending on the license.
5. Cost vs. Customization
Open Source is quite cheap as you don’t have to think if you decided to move ahead with this but it lost its stand when it comes to features. In this, the proprietary model crosses it. Indubitably, it is expensive but it provides an open window for alterations so you can build it as you want as per your business needs and demands.
6. Time to market vs. Customization
In the proprietary AI model, you have some peculiar and out-of-the-box solutions that wouldn’t take long to come into action. Due to this, the time to market this model becomes faster. Performing any kind of customization will take quite a long time and is an expensive procedure as well. While the open-source AI model offers a head-start with available in-built models. But here you need to disburse some time, work, and money for customization.
7. Pool loaded with talent vs. Vendor dependence
Closed AI support doesn’t pose that much demand for AI development companies as vendor support can take care of most of the needs. This made your in-house team too much reliable on vendor support for almost everything. In contrast, the open-source AI model makes the hunt to find talent familiar with that particular technology effortless. Moreover, you require a team of experts with a certain and effective skill set for execution and regulation.
Ending Note!
Sticking to one side between an open-source AI model and a proprietary or closed system is a tough task depending on a cluster of factors. Your choice must depend on your business needs, demands, ethical considerations, and long-term goals. However, implementing these models or maintaining them may push you a step back. Thus, to deal with this reach to Digital is Simple, an AI development company. Our team will ensure that you will succeed in attaining your desired objectives.