Revisiting Insight Generation in the Age of Generative AI

Uncategorized
Ten years ago, I explored the process of insight generation. I presented its key stages and emphasized the characteristics distinguishing true data-driven insights from mere correlations. While the foundations of insight generation remain relevant, since the publication of my original article, the methods, tools, and implications have expanded dramatically. Generative […]
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Navigating the AI Adoption Journey: Strategies for Enterprise Success

AI
AI, generative or otherwise, holds immense promise for enterprises looking to improve efficiency, enhance decision-making, and unlock new business opportunities. Yet, despite the enthusiasm, many companies struggle to transition from pilot projects to large-scale AI deployments. The path to effective AI adoption is not as straightforward as acquiring technology or […]
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Mistakes Businesses Make When Implementing AI

AI
AI’s allure is undeniable, and businesses invest heavily in its promise. Bain & Company reports that companies today invest an average of $5 million annually into generative AI initiatives, with some even exceeding $10 million. This pursuit is fueled by AI’s potential to improve productivity, cut costs, and unlock new […]
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  • 30 December 2024
    December 30, 2024
  • Author esimoudis
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  • Views 884
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Yearend Thoughts on Enterprise AI

AI
In my second yearend post, I write about enterprise AI from two perspectives. As a venture capital investor with an all-AI startup portfolio. As a corporate advisor helping enterprises apply discriminative and generative AI. The biggest venture financing rounds during 2024 involved AI companies. About $30 billion was invested in […]
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  • 10 September 2024
    September 10, 2024
  • Author esimoudis
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  • Views 1143
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Mobility Intelligence and Neurosymbolic Systems

AI
Many of you know our firm for its investments in early-stage AI software startups and as a trusted AI advisor to corporations. However, fewer are aware of the AI systems we’ve been developing and how we deploy them with our corporate clients or in the startups we create. In recent […]
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The Struggles Enterprises Face with Generative AI

Big Data
A few days ago I attended the strategy meeting of a portfolio company. Like all of our Synapse Partners portfolio companies, this one provides AI solutions to enterprise customers. Their initial success is in the medical devices industry. While reviewing the company’s sales pipeline and the progress of delivering the […]
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Autonomous Vehicles Employing An End-to-End AI Approach

AI, Autonomous Vehicles
Of the many autonomous vehicle (AV) use cases, two continue to receive the most attention: robotaxis and autonomous trucks of various form factors. AI is one of autonomous mobility’s key enabling technologies. To achieve the determinism required in mobility, the AV software platforms in use today incorporated a combination of […]
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Where Are We With Enterprise Generative AI?

AI
Despite the noise from high-tech corporations, startups, venture investors, and analysts, we are still in a very early phase of generative AI. As a result, it is hard to assume, let alone declare, that generative AI will transform every business process driving operational efficiencies, create new revenue streams, result in […]
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  • 06 February 2024
    February 6, 2024
  • Author esimoudis
  • Comments 0
  • Views 1573
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Enterprises Finding Value With Generative AI

AI
Enterprises use several different technologies, including AI, to automate their processes and create value. They are currently experimenting with generative AI to determine whether it can provide significant and enduring value. Is the enterprise’s excitement about generative AI justified? Is the size of the investments being made and planned warranted? […]
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