AI Challenges and How Cloudera Can Assist

Posted in Enterprise |
August 20, 2024 3 min learn

By now, each group, no matter {industry}, has at the least explored using AI, if not already embraced it. In at present’s market, the AI crucial is firmly right here, and failing to behave rapidly may imply getting left behind. However whilst adoption soars, struggles stay, and scalability continues to be a significant subject. Organizations are fast to undertake AI, however getting it established throughout the group brings a singular set of challenges that come into play. 

Whether or not it’s quickly rising prices, an inefficient and outdated knowledge infrastructure, or critical gaps in knowledge governance, there are myriad explanation why organizations are struggling to maneuver previous adoption and obtain AI at scale of their enterprises. 

However with the best know-how accomplice, companies can speed up their adoption and maximize the worth of each their very own knowledge and the AI outputs it could possibly generate. Let’s take a more in-depth take a look at what they face and the way Cloudera is uniquely positioned to assist them discover success. 

A New Set of Challenges

Getting up and working with AI isn’t at all times simple. Anytime a know-how is built-in right into a enterprise, there’s potential for a brand new set of challenges to take maintain. On the core of lots of these is the difficulty of belief, particularly trusted knowledge. Trusted knowledge is what makes the outputs of AI not simply correct, however impactful in resolution making. Guaranteeing knowledge is reliable comes with its personal problems. 

Cloudera’s State of Enterprise AI and Fashionable Information Structure survey recognized a number of challenges relating to knowledge. Amongst these challenges, survey respondents recognized merely having an excessive amount of knowledge (35%) and good governance (36%) as critical obstacles. Belief represents a singular problem for enterprise leaders—the insights gathered from knowledge are solely helpful if these leaders know they’ll belief it. Primarily, if the enterprise knowledge that’s fed into AI fashions is unhealthy, the ensuing insights that come from it is going to be flawed as nicely. As knowledge quantity grows,  knowledge silos proliferate, making it tougher for management to handle their collective knowledge estates. That lack of understanding additionally instantly feeds into the issue of governance, as these gaps depart room for knowledge to be misused or mishandled. 

Companies require a contemporary knowledge structure that is able to help the wants of a up to date enterprise. With this structure, companies can construct in larger flexibility and scalability of their current infrastructure to help the rise of AI. These architectures allow enterprises to future-proof their AI fashions, drive innovation, and stand out in aggressive markets.

Cloudera is Your Trusted AI Accomplice

Getting previous these challenges and efficiently tapping into the ability of AI requires companies to work with a know-how accomplice confirmed to ship essential knowledge and analytics options for hybrid cloud, industry-leading AI experience, and a powerful basis to help and future-proof AI investments. 

With Cloudera, organizations can construct an information infrastructure that’s versatile and scalable sufficient to make sure that as using AI grows, the information that fuels it should preserve tempo. Cloudera ensures knowledge governance is powerful to guard knowledge because it’s utilized in AI fashions and preserve that use consistent with inner requirements and exterior rules. 

Likewise, Cloudera’s open knowledge lakehouse presents a standout possibility for organizations to leverage as a foundational a part of their knowledge infrastructure. This platform brings collectively the flexibleness of information lakes with the ability of an information warehouse multi function place. The open knowledge lakehouse is crucial for organizations seeking to harness AI, serving to run analytics on knowledge—structured and unstructured—at scale. It’s tailored for the information challenges that always hinder AI adoption. Notably as organizations are inundated with an increasing number of knowledge, an open knowledge lakehouse serves as a powerful basis to assist them preserve tempo. With Cloudera and the one true hybrid platform for knowledge, analytics, and AI, organizations can remove knowledge silos and empower knowledge groups to collaborate on the identical knowledge with the instruments of their alternative on any public cloud and personal cloud. 

Finally, each AI journey will encounter a bump within the highway. However there’s no have to face these challenges alone. Cloudera brings a large set of know-how, options, and know-how to demystify the method and be sure that AI is applied securely, successfully, and easily sufficient to quickly scale and generate most enterprise worth. 

Learn the complete survey report and find out how Cloudera may also help speed up your AI journey.