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Over half of global business leaders believe investing in AI will give them a competitive advantage

Eighty percent believe AI will improve employee or customer experiences, but fewer than one in five are taking an enterprise-wide approach to deployment

SambaNova Systems, the company delivering the industry’s only comprehensive software, hardware, and solutions platform to run AI and Deep Learning applications, today announced the results of its global research on AI adoption within enterprise organizations. It found that business leaders are increasingly deploying AI and progress could be further accelerated by moving beyond a fragmented proliferation of small models. Enterprise leaders are placing AI at the core of a multiyear technology strategy and two-thirds (67%) believe it will be transformational or significantly change how they do business in 12 to 24 months.

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(Graphic: Business Wire)

(Graphic: Business Wire)

The Changes That AI Will Deliver

When asked about the types of changes that AI will deliver, global business leaders cited their top three:

  • 80% think that AI will improve the employee or customer experience by streamlining processes and decreasing response time
  • 68% think AI will cut costs by automating processes and initiating a better use of head count
  • 51% will use AI to increase profit through better use of data or opening new revenue streams

There is another reason behind adoption of AI — it is increasingly becoming a competitive asset. The research found that almost three-quarters (72%) of business leaders believe their competitors are using AI, and of those almost two-thirds (63%) are concerned their competitors will use AI to gain an advantage over their own business.

Marshall Choy, SVP Product at SambaNova, commented on the findings: “Enduring enterprises always keep a sharp eye on technology as a way to rise above competitors. Just like railroads, radio, and the internet have done for previous generations, AI is reshaping business as we know it and over the next decade, early investors and adopters stand to yield the greatest benefits.”

Businesses need to consolidate models creating an enterprise-wide strategy based on large models

One of the biggest challenges enterprises face is the number of AI models currently deployed in production. Only 18% of organizations utilizing AI are deploying it as a large-scale enterprise-class initiative. The rest — 82% — are introducing it across multiple programs, which can create unexpected hurdles and a less coherent AI strategy.

However, in the era of general-purpose large language models, there is now a better way.

Choy elaborated on the benefits of large language models: “You’ll be hard-pressed to find an enterprise that runs more than a handful of relational databases. Most organizations have consolidated their databases, which means they are well understood, maintainable, secure, and auditable. This hasn’t happened with AI models yet.”

“Most organizations that have a significant AI footprint have been left with a myriad of hundreds or even thousands of disparate models,” stated Choy. “They are not easily manageable, and certainly not auditable. This is where a single foundation model for language can be the firms’ AI backbone at enterprise scale as the basis for all AI applications and workflows for the next decade.”

Notes to editor: SambaNova interviewed 2149 enterprise and IT leaders based in the U.S., U.K., and Germany between 19th May and 6th June 2022. The study of global enterprise leaders sought to understand the challenges of delivering AI-based solutions during a time of accelerating change and transformation.

About SambaNova Systems:

AI is here. With SambaNova, customers are deploying the power of AI and deep learning in weeks rather than years to meet the demands of the AI-enabled world.

SambaNova’s flagship offering, Dataflow-as-a-Service™, is a complete solution purpose-built for AI and deep learning that overcomes the limitations of legacy technology to power the large and complex models that enable customers to discover new opportunities, unlock new revenue and boost operational efficiency.

Headquartered in Palo Alto, California, SambaNova Systems was founded in 2017 by industry luminaries, and hardware and software design experts from Sun/Oracle and Stanford University.

Investors include SoftBank Vision Fund 2, funds and accounts managed by BlackRock, Intel Capital, GV, Walden International, Temasek, GIC, Redline Capital, Atlantic Bridge Ventures, Celesta, and several others.

For more information, please visit us at or contact us at Follow SambaNova Systems on Linkedin.

"AI is reshaping business as we know it and and over the next decade, early investors and adopters stand to yield the greatest benefits," Marshall Choy, SVP Product, SambaNova Systems


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