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Clarifai Unveils Comprehensive Guide to Operationalize and Scale Enterprise AI

With the explosion of AI, organizations have been working around the clock to unlock its value. More commonly, organizations are getting stuck in the prototype phase of building and exploration. When teams develop AI prototypes, testing and building applications using the latest technologies can be highly effective, and even cost efficient. However, this promise can also create a sense of a "false finish line," giving the impression that production-grade applications are around the corner. Not unlike the early days of cloud adoption, skills gaps in the workforce, lack of governance, growing AI sprawl across the organization, and increased costs are slowing progress.
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With the explosion of AI, organizations have been working around the clock to unlock its value. More commonly, organizations are getting stuck in the prototype phase of building and exploration. When teams develop AI prototypes, testing and building applications using the latest technologies can be highly effective, and even cost efficient. However, this promise can also create a sense of a "false finish line," giving the impression that production-grade applications are around the corner. Not unlike the early days of cloud adoption, skills gaps in the workforce, lack of governance, growing AI sprawl across the organization, and increased costs are slowing progress.

While many AI-focused companies are now emerging, Clarifai was founded in 2013 to help the world's largest organizations accelerate AI development and counts the U.S. government as one of its biggest customers. Clarifai recently crossed more than 1.5 million models supported on its platform and has also eclipsed 1.3 billion operations in the last 12 months, demonstrating its capability to handle large-scale AI workloads across industries.

Based on these learnings, Clarifai released this new guide that addresses top challenges in deploying AI at scale and outlines key pillars needed to support the effective adoption of AI technologies, optimize value, and mitigate risk. These include:

"The race to harness AI is happening faster than any other technological phenomenon before it and companies and governments are wasting billions on uncoordinated projects that fail to lead to scalable deployments," said Matt Zeiler , Ph.D., Founder and CEO of Clarifai. "As a pioneer in AI with more than a decade of experience working with top enterprises and U.S. government groups, we have compiled our learnings on how to deploy AI at scale in this guide to help teams expedite AI success today, future-proof projects as the space continues to rapidly evolve, and prevent costly mistakes."

The full guide is available to download here .

Clarifai is a leader in AI orchestration and development, helping organizations, teams, and developers build, deploy, and operationalize AI at scale. Clarifai's cutting-edge AI orchestration platform leverages today's modern AI technologies like Large Language Models (LLMs), Large Vision Models (LVMs), and Retrieval Augmented Generation (RAG), data labeling, inference, and more. Founded in 2013, Clarifai is available in cloud, on-premises, or hybrid environments and has been used to build more than one million AI models with more than 400,000 users in 170 countries. Learn more at www.clarifai.com .

pr@clarifai.com

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