Why tech vendors are key to solving AI's adoption problem

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Many companies successfully complete AI pilots, but a lot struggle to scale AI application across their organizations. Only 15% of AI initiatives ever manage to truly scale.

Research from Boston Consulting Group suggests that only 26% of companies have developed the capabilities needed to move beyond pilots and generate meaningful value from AI tools. Meanwhile, McKinsey estimates that while almost every organization is experimenting with generative AI, only a small minority are seeing material financial impact across the business.

Founder and CEO of AI-native platform Ravical.

The technology is not the bottleneck.

Large language models offer a powerful solution that supports employees in various tasks, such as research, content generation, document analysis, meeting summary or task management. Despite these advances, teams still battle to turn AI capability into measurable business outcomes.

It is a translation problem.

There is a lack of depth that prevents these tools from meeting...

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