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Vincent Broyles

Funding for AI : The Shore is Closer Than The Moon.



All Venture capitalists, Pre-Seed investors, and Angels, it's time for a reality check! While you’re busy chasing the next moonshot in artificial intelligence—self-driving cars, AI-powered dream interpretation, and the ever-elusive general AI—you’re missing the boat that is right on the shore. A massive opportunity that’s right under your noses: narrow AI. This isn’t just an opportunity; it’s a critical piece in the puzzle for a sustainable future, and yet, many of you are so focused on the flash that you’re completely overlooking the substance.


Narrow AI: The (Not So Flashy) Key to a Greener Future

Alright - quick chat. You say you’re all about sustainability, right? Well, here’s a little secret: narrow AI is probably the best friend sustainability could have. It might not have the glitz and glamour of a self-driving car or a robot that can dream, but narrow AI is quietly doing the hard work of making our world more efficient and less wasteful. If you’re genuinely into saving the planet—and not just because it looks good on a pitch deck—then you should be all over these solutions, helping them bloom into the game-changers they’re destined to be.


Why Narrow AI Deserves Your Attention

Narrow AI, unlike its more glamorous counterpart, is designed to excel at a specific task. It might not make for the most exciting pitch deck, but its practical applications are nothing short of revolutionary. Take PID (Proportional-Integral-Derivative) control loops, for example. These loops are fundamental to regulating countless systems—from industrial processes to the HVAC systems that keep your buildings comfortable. Traditional PID controllers have served us well, but they have their limitations. This is where narrow AI steps in with the potential to revolutionize efficiency, precision, and reliability.


The Real Impact: Efficiency, Precision, and Predictive Maintenance

Narrow AI can transform PID control in several key ways:

• Improved Efficiency: By learning and adapting to changing conditions, AI-driven PID controllers can optimize processes to reduce energy consumption—translating directly into lower operational costs and a smaller carbon footprint.

• Enhanced Precision: AI can fine-tune PID parameters to achieve greater accuracy and consistency, leading to better system performance across the board.

• Predictive Maintenance: By analyzing data from PID loops, AI can predict potential failures before they occur, reducing downtime and maintenance costs.


Imagine the long-term value of investing in AI solutions that can, for example, optimize energy consumption across a chain of grocery stores—potentially saving enough energy to power small cities and enough operating costs to be a noticeable change in their margins. That’s not just good business; that’s a step toward a sustainable future.


Investors: Why Aren’t You Biting?

Given the immense potential, you’d expect investors to be all over narrow AI startups. Yet, many of these companies face an uphill battle when it comes to securing capital. Why? Because narrow AI doesn’t have the "wow" factor that VCs seem to crave. It’s not a moonshot; it’s a workhorse. And that’s where the disconnect lies.

Investors are drawn to projects with flashy narratives and promises of exponential growth. Narrow AI, with its focus on practical, real-world applications, doesn’t always fit the mold. But here’s the irony: while you’re waiting for the next big thing, narrow AI is already here, quietly solving real-world problems, saving energy, reducing costs, and contributing to sustainability in ways that should make any investor eager to get involved.


Bridging the Funding Gap: A Call to Action for Venture Capital

For the frustrated founders out there, this Catch-22 situation can be maddening. You have a viable, potentially world-changing product, but without the initial funding to scale, proving traction and achieving ARR (Annual Recurring Revenue) feels impossible. Yet, once you overcome that initial hurdle and you have some traction and ARR, the need for external funding often diminishes—highlighting the massive, missed opportunity for early-stage investors.


VCs, it’s time to wake up. The future of AI isn’t just in moonshots; it’s on the shore and in the trenches, in the narrow AI applications that might not make for a flashy pitch but deliver tangible, impactful results. Investing in narrow AI isn’t just smart; it’s essential for anyone serious about sustainability and long-term value creation.


Venture capitalists often operate on a "spray and pray" strategy, investing in many startups with the understanding that most will fail, but a few will deliver massive returns that more than compensate for the losses. It's a high-risk, high-reward game that has defined the industry for years. However, narrow AI presents an opportunity to shift this paradigm. By focusing on startups that are solving real, immediate problems with practical applications, the success ratio can increase dramatically. These startups might not promise the next moonshot, but they offer something just as valuable: consistent, tangible results with strong returns on investment. In other words, with narrow AI, VCs can still hit those big wins—but with far fewer losses along the way.


Don’t Miss the Boat

Narrow AI may not be flashy, but it’s where real opportunities lie. If you’re truly committed to sustainability, you should be doing everything in your power to make these solutions come to fruition. It’s time for VCs to look beyond the hype and recognize the untapped potential that could revolutionize industries and contribute to a more sustainable world. For founders, keep pushing! The right investors will eventually see the value you’re offering. And for the VCs still chasing moonshots, don’t be surprised when narrow AI quietly changes the game and you are watching the boat leave the shore without you.

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