In short
AI Today Podcast: Episode Summary
Episode Title
Navigating the AI Audio Landscape: Insights from This Week in Voice Host Bradley Metrock
Description In this episode of AI Today, the host interviews Bradley Metrock, the host of *This Week in Voice*, discussing the transformative impact of AI on the audio industry, key trends, challenges, and opportunities within voice technology.
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Key Points and Insights
About Bradley Metrock
- Background: Metrock is a business entrepreneur who became interested in voice technology around 2015 when Amazon Alexa gained prominence.
- Projects:
- This Week in Voice: A podcast started in 2017, currently in its ninth season, featuring discussions about conversational AI.
- Project Voice Capital Partners: A venture capital fund focused on investing in conversational AI companies, developed in collaboration with Mark Layton, a key figure in the AI venture capital space.
Evolution of AI in Audio
- Market Shift: Initially, businesses were uncertain about utilizing AI audio technologies like Alexa due to trust issues and usability concerns.
- Generative AI: Amazon's shift towards generative AI represents a significant change in the landscape, indicating a potential revival of the Alexa ecosystem.
- COVID-19 Impact: The pandemic accelerated the adoption of conversational AI solutions in contact centers, proving their utility in managing high call volumes.
Key Trends in Conversational AI
- Vertical Specialization: Companies focusing on specific niches, such as financial services or healthcare, are more successful than those attempting to conquer multiple markets.
- Investment Focus: Metrock emphasizes investing in startups with a clear specialization that can demonstrate their utility effectively.
Ethical Considerations
- Regulatory Landscape: The rapid evolution of AI technology is outpacing regulatory measures, creating uncertainty for startups.
- Importance of Ethics: Entrepreneurs must be knowledgeable about potential regulatory changes and ethical implications, as these factors could significantly impact business viability.
Future of Customer Service and Jobs
- Job Displacement: There is a consensus that many customer service roles are at risk of being automated by AI, with hybrid models (AI + human) becoming common.
- Industry Changes: Certain jobs, particularly in sectors like law and art, may remain protected due to regulatory requirements and the need for human oversight.
Advice for Entrepreneurs and Investors
- For Entrepreneurs:
- Approach AI development with humility, recognizing the complexities involved.
- Focus on niche markets to increase chances of success.
- For Investors:
- Look for management teams with the capability to navigate the evolving AI landscape.
- Seek out entrepreneurs who can combine technical and human skills for sustainable growth.
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Conclusion Bradley Metrock's insights highlight the dynamic and rapidly evolving landscape of AI in the audio industry. The conversation sheds light on the importance of niche specialization in AI ventures, the ethical considerations surrounding technology, and the inevitable displacement of traditional jobs by AI solutions. Both entrepreneurs and investors are advised to remain adaptable and informed as the industry continues to transform.
Written by AI. May contain mistakes. Listen to the episode to check what was said.
Transcript
Automatic transcript. May contain errors.0:28Welcome to the AI Chat Podcast. conversational AI companies and investors. Super happy to have you on the show today, Bradley. Welcome to AI Chat. Jayden, you killed that. I need you to follow me around and introduce me everywhere. I'm honored to be here. Well, you've done some pretty cool things. What I would love to kick this off with is, I give a brief intro, but tell us a little bit about how you got started with Project Voice, how you got started with Project Voice Capital Partners. Was that an extension after the fact before. What's the kind of story and journey to being CEO and working on these two different spaces?
1:06Yeah. I'm just a guy. I'm a business guy. I'm an entrepreneur. I'm not an engineer. I'm not a PhD. I'm just somebody who around circa 2015 saw Amazon Alexa coming to the fore and became very intrigued and wanted to learn as much as I could about the idea of speaking to technology. And it was at that point that I started learning as much as I could. I started meeting as many people as I could and started my podcast This Week in Voice in 2017, which is in season nine. Isn't that amazing? Yeah, we've had a lot of great guests. Mark Cuban's probably been our biggest but a who's who of those working in conversational AI along the way I started this week in voice VIP which is a substack newsletter that 27 ,000 people receive and a few of them occasionally read and you know they're talking about conversational AI topics and companies the conference project voices annual conference has been around since 2016 and has been very influential in that time.
2:17And so all of these things have gone into accelerating the adoption of conversational AI, not just voice, but text and chat as well. This idea of using our natural language to engage and interact with the technological world around us. And a couple of years ago, as a result of the conference, I had the privilege to meet Mark Layton, who's the original venture capitalist in the conversational AI world. And he had a predecessor fund called Voice Punch, which made a number of investments. And he learned that I was looking at the market wanting to start a fund. He was in the process of thinking about starting a second fund.
2:58And so we decided, hey, let's team up. And that's what we did. And Project Voice Capital Partners is the result of that which deploys capital to what we think are top tier conversational AI companies and startups on a quarterly basis. So, you know, the answer to your question is like anything else. You put one foot in front of another, you do work, get your work in on a daily basis, trying to improve your own understanding and network. And ultimately, you know, you can get somewhere and wherever we are, that's how we got there. that's fantastic um tell me a little bit more about project voice what that entails is that just kind of like the the name of your conference and podcast like group is there is there more to it what what what's kind of an under that yeah it's that's uh it encompasses the podcast all the content and it encompasses the conference so prior to coven we we had a bunch of events all of the country.
3:58We had a big healthcare event in Boston. We had a big car event in San Jose that also went to Detroit. Different events that were broken out by verticals that were in different parts of the country. We've now reduced that to just one event, our annual conference. Okay. So there used to be a lot more under the roof, but it's helpful just to think about that as podcast, newsletter, conference, as well as a decent amount of consulting work. And then the fund is a separate entity on its own. Okay, very cool. Well, I'd love to dive into that a little bit more, but I did have one question. You piqued my interest.
4:42You said you had Mark Cuban on your podcast. How did you score that? How did you get in contact with him? You know, he, Mark, one of his very positive attributes is that he is interested in technology. He's a proud early adopter. Okay, yeah, for sure. And you can see that over the course of his career in numerous ways. And with Alexa, just like it captivated me, it captivated him. and he did some interviews with Amazon themselves. He was in other media outlets talking about Alexa. I thought, you know what? I need to have this guy on the show. And that resulted in not one but two appearances. I had him back on a couple of years later and he was part of a conference we did as well and just cultivated a good relationship with them.
5:38Very friendly guy, very obviously super smart. Very, very cool. Okay, so something, you know, listening to you talk about some of the things you're interested in and focused on, a question I have, and I'm sure a lot of people would have is, you know, how have you kind of seen this AI landscape shift since you started this back in 2015? Obviously, there's been some big advancements. I mean, Alexa alone has announced that they're almost completely scrapping what they have, and they're rebuilding it with something more like ChatGPT, sort of like an AI language thing. What are some of the other ships that you've seen since you've started?
6:11Yeah, it's a great question. So, you know, back when Alexa came into the mainstream consciousness, 2015, 2016 in there, and then, you know, a year or two after that really selling all, you know, echoes and echoes in everybody's house and Alexa, you know, on everybody's mind. And it was in that era where it was, you know, you had business looking at that, say, what is it we're exactly supposed to do with this? First of all, it's Amazon. It's on a consumer level, a company that a lot of people place trust in on a daily basis. But from a corporate point of view, really doesn't cultivate the same sort of warm, fuzzy feeling.
7:04Right. Right. So that's strike one and strike two. but a lot of what Amazon did at constructing that how that ecosystem worked did not make it as easy as perhaps they could have to enable businesses all sorts of businesses to to create the experiences that would be housed under that roof okay and there was some successes that you saw like for example, Batman versus Superman, random example. But when that movie came out, it had a very successful, incredibly, surprisingly successful Alexa skill, which is a nomenclature for an experience in Alexa, an app for Alexa, a very successful app that was in that ecosystem.
7:53Others, some bigger brands put a lot of money into it and didn't see nearly the success. So it was hit with that ecosystem. And now to see what you just described, that Amazon has gone back to the drawing board and they said, OK, we have this existing. It's not quite tearing it down to the stud, so to speak, but it's it's we've got this existing skeleton. How do you add how do we use generative AI to add more musculature to what we're trying to do and accomplish? And I think that, I mean, one of the top stories I'm watching for between now and the end of 2024 is the rise once again of the Alexa ecosystem, because I think that it's going to be profound.
8:44The other sort of, so that's one major trend line. I think it's simple in sort of answering your question in that back then, it was very unclear how all of this conversational AI would lead to business outcomes. This has had a sense, hey, we need to experiment and keep one toe in the water, but it doesn't feel like the time has come. Now, there's no question that the time has come. And part of that, it's not so much chat GPT. It's more of at the beginning of the pandemic period, a lot of conversational AI solutions were implemented into contact centers because it's easy to forget how transformative that period was.
9:32But everybody's at home, calls flooding into businesses nonstop. How are we going to deal with this? Conversational AI was the answer. And that was the first moment where it became crystal clear, unambiguously, that beyond debate, the conversational AI can lead to a positive in the black ROI for almost any type of business. And it totally progressed from there. Yeah, 100%. Yeah, it's so fascinating to see some of those shifts and changes. And obviously, it's been really big. One question I would have for you, right, because you kind of have these two sides. You have kind of like the conference and podcasts and media kind of side.
10:19And then, of course, you have the venture fund side. Based off of your unique position there, what are some interesting or exciting startups you've been seeing in the space lately from the venture side that are getting you excited about AI and what's happening there? You know, that's a great question, too. So I, um, we're, we're seeing, um, I mean, I think where I would start the answer to that question is we love the vertical specialization of conversational AI. Yeah. So don't sit here and tell me in a pitch that, oh, we've got this core capability and we're going to go into banking. We're going to roll into health care.
11:04We're going to roll into hotels. We're going to go into media and entertainment. We're going to conquer it all. Stomp it. Yeah. That's been, you know, like I stopped listening to that two words out of your mouth. And trust me, that's been tried. Yeah, yeah. Where the money is at, it's, as I say, riches and niches. Yeah. The nature of this technology is it's so complex. It's so human that the only way you have a chance to be successful is to dive into a specific niche. And for example, in the second quarter of this year, we invested in a company that is specifically applying conversational AI into the financial services, investment banking, like private banking schemes.
11:57and using a lot of different tools to make it easier to manage customer service, broadly speaking, in that specific context. Yet, could their tools be useful to help manage corporate prisons? Sure they could, but they're not because they're focused on this one area, and that discipline is really important for this technology, in our opinion today. Yeah. Yeah. I love that. I think that's some really great advice, especially for founders listening today. And, you know, another question. So obviously you have this, you know, you really are looking at people that are going into specific niches and what they're doing.
12:40What are some other factors that you consider important when you're making investments and looking at these AI companies? Yeah, yeah. It's key. And I'll tell you a big one is, I'll phrase this as an ethical framework for the intermediate term. So right now we're in a very strange time where the technology has moved so quickly in many aspects relative to these startups that regulation usually lags, right? The government is usually playing catch-up, but not like this. So the government's way behind, and the government's running at maximum speed that it feels like we've never even seen them try to run at this speed before to get caught up on AI policymaking.
13:40Yeah. It creates a lot of volatility. It creates a lot of uncertainty. And with what you look for with startups and the entrepreneurs who lead them is, it's okay to not have the answer. Because no one knows what regulation is going to come down the pike and what it's all going to end up meeting. But you better be studying it. And it better be very clear that you have at least a reasonable baseline of knowledge on this front, because your entire company could cease to exist should the ball bounce one way or the other. Or it could be the entire opposite, where you now have a tremendous new opportunity if something is to shake out in a certain way or not.
14:30So ethics, policymaking, how a startup looks at that today is more important than usual. Okay. Yeah. Definitely think that is an important thing to look at as it has a really massive impact. Another question I'd be curious to hear your opinion and thoughts on, right? You're in the AI space and you're in this kind of voice space. obviously the mixing of those two, a really powerful use case a lot of people talk about is, you know, how that's going to be disruptive to customer service. I mean, there's even like sales and other areas, but we're starting to see tools out of like, you know, 11 labs, for example, that is live streaming the AI response in real time.
15:14So essentially you can have a conversation and it's live kind of conversing back with you. What are you, how do you like looking at these technologies coming out? How do you see this space transforming areas like sales and customer service like are all customer service representatives going to lose their jobs like what does this look like in five years say yeah um a lot of people are going to lose their job yeah yeah for sure yeah and they already have like that's that's kind of underreported and it speaks to what i was saying earlier really the the job the the bloodletting of jobs started at the beginning of the pandemic and uh it you know in terms of customer service and a lot of that's not coming back and um i think that uh the framework i try to bring to your question is and it just informs every everything i do is is is what you're doing based in utility like long-term utility to a person or a business or is what you're doing a gimmick that is not the best way over any sustained amount of time to solve this problem so you know there's a lot that can be debated around that i mean you've got ai systems in contact centers now that have so-called human in the loop, where it's all AI front end, but then a human can intervene at any point.
16:47Is that the ultimate destination? I don't know. It doesn't really feel like it. But for now, it's a profitable business. And again, this comes back to each industry. So there's there's different things that go on with with each industry um that speak to like each industry's got long-standing pain points that need to be addressed healthcare definitely has them hospitality definitely has them and when you see conversational ai rise up to address these pain points, then the next thing you look at is, okay, what's the cost structure of that and then the economics make sense. And if these boxes start to get checked, it's not just that those are good businesses, but that's a new sort of galaxy of good businesses.
17:47And figuring out, okay, now if we're solving this problem, then the next domino to drop is here, here, here, here, here. Where can we play? So So that's a long way around answering your question. But I think the biggest thing with any technological shift is, is all of this stuff a gimmick? Or does it have staying power? And that's something that we feel like we're halfway decent at thinking about. Okay. Yeah, I appreciate that. And I mean, I appreciate your straightforwardness with that because I do, you know, something I hear a lot from people in different industries. I was recently at a big AI conference.
18:33I saw like everyone had this phrase they would say, which is like this religious phrase, which was like, you won't be replaced by AI. You'll be replaced by someone who has AI. And it was like, I felt like it was the thing people were like clinging on to, like, don't worry, AI is not going to replace me. And like, while maybe that's true in some cases, I also feel like sometimes we have to be honest and say like a lot of what people do will be replaced by AI like sales customer service like I don't want to be the bearer of bad news but like I've seen some really incredible startups and technology that automate that to a very high level even with human in the loop that means there's only one human needed now instead of 10 right so I think sometimes it's important that we're kind of honest where that's going a question for you in in this kind of space is like what jobs or areas do you see as being very difficult or impossible to replicate with AI?
19:26I mean, originally, if you had asked me five years ago, I would have said art, music, movies, AI will never do that. It can automate all the easy little calculation tasks. It feels like that's completely flipped. It had a lot of problems with calculation tasks. I know they're getting better at that, but it's like phenomenal at art and image generation and video is kind of the next frontier with that in your in your mindset like where are the the next areas that uh you know this is coming for and what are some areas that are a little bit more resilient
19:59uh i think that each industry is going to have positions that um are hard to touch. Like, for example, in law, you think about the legal realm. There is no need. Well, I should be careful. There's way less need to have a human being draw up a business life, a basic business articles of incorporation or wills and trusts or, you know, the zones where there's documents that have been around for 100 years that have like minuscule deviation from how it, you know, amongst any of them. That's a real danger zone because, you know, if there's not much even on the edges to how often these things change, well, yeah, then let AI do that.
21:06But what's interesting about law is, you know, like with publicly traded companies or other sorts of scenarios, you need a human there for liability purposes. So it's not that the human is going to necessarily add a bunch, although in many cases they do. They're needed for a different reason. It's a regulatory concept where there's no shareholders of the company. There's no lawyers. There's no nobody who's going to be comfortable without a human. being the final sign-off on key actions. So it's a liability thing that's keeping somebody in place, and the fact that AI can't accept that liability, only a human can.
21:48Same thing at art, where we saw one of these early court cases come back and say AI-created works cannot have IP rights. so now even if an AI creates it it has to have a human name attached to it to be protected under United States law there's you another one where humans are going to be sticking around so part of the answer to that question is regulation and policy making is going to have a big big big big, big, big impact on humans and jobs that are shielded. From a utility point of view, there's obviously going to be jobs where humans are better at doing things than AI is at doing them. But I would say for where I sit, it's very unclear what those are going to be, all just simply moving too fast.
22:49And I would never feel comfortable advising. Like if I'm talking to a group of college, soon to be college graduates, I'd say, or better yet, incoming college freshmen, what should we study? I don't know what you're asking me for. I would simply just stay on top of this AI thing as best you can. Yeah, it's so funny because like, obviously I sit here, I make podcasts every single day. I see every single AI like project and startup that's coming out on a daily basis. And like when people ask, that's why I ask people because like I actually genuinely have a hard time telling you like this or that is not going to be touched by AI.
23:26You know, it's interesting for a long time, people were saying, well, it's the blue collar jobs. Like I had some friends that were all kind of in tech and start up together. And they're like, oh man, you know, forget this. All this AI is going to automate all my businesses. I'm just going to go become like an electrician or a plumber. And it's interesting because on the one hand, And, you know, that that's like a concept that rings true. But at the same time, when you look at companies like, you know, Tesla creating humanoid robots, in my mind, an electrician and a plumber isn't even guaranteed because with a humanoid robot with an AI brain in it, maybe that's further down the line, five years, 10 years.
24:00I don't know. But like, it's very hard for me to think like everything, anything is truly, truly, I don't know, protected. Oh, and I think maybe the reason why it's so hard for us to envision this and where it goes is because so many new industries and new things will be created that the entire human workforce may be shifted to a very large degree. doesn't mean it's going to dissolve. I don't believe in that. I believe humans are industrious and innovative and will find things to do. But I just feel like the whole thing is shifting so fast and in such a big way that there's a lot of jobs we don't even think about now that will exist.
24:35And that's going to be a big part of kind of where this all goes. I think the trades are a big target. Yeah. If you look at the economics of those industries, you know you got electricians you got plumbers uh those sorts of folks uh you know making a killing yeah and it's and you that's a golden opportunity uh for ai to swoop in and at minimum bring down that cost structure um and and change the way the pricing is done of those sorts of things also you know there's uh i mean stuff like that like i think about construction where there's injuries to to human beings and like there's insurance like that it's um i i think we're gonna have robots capable of building houses i mean i think they probably already exist now i think they'll be mainstream in the next two to three years and what does that as you said what does that mean uh like i said if i had the answers i'd be sitting on a beach somewhere yeah i know it's so fascinating to to think about i was just talking to a guy the other day and uh he was telling me you know he just got a a job as a as a pipe fitter and uh and he's like yeah like brand new um just started my apprenticeship year one a week ago and like instantly my salary is like 90 95 000 a year um first year apprenticeship he's like you know it's a five-year apprenticeship by the time I'm done, I'll be making a killing.
26:13And I'm like, you know, amazing. But at the same time, like you said, those areas where there's very high costs and like high liabilities, if someone gets injured, it's going to make a lot of sense for that stuff to be automated by robots, even, you know, like delivery drivers, like, you know, everyone in the news is talking about how much UPS drivers are making. Well, we have like, you know, self-driving cars coming very soon. It's not farfetched to think a little robot is going to drive out of the back of that thing and go drop a package off of your front door and zip back in and off it goes, you know.
26:40So it's going to be very interesting to see how a lot of this is evolving. One thing I would ask you is, you know, based off of your vantage point, what is one piece of advice you feel like you could give to investors looking at AI startups and then on the flip side, to entrepreneurs that are currently building in this space? Maybe a piece of advice for each that you think could, you know, in general, help the industry. That's a good question. So, you know, for the entrepreneurs, you know, there's a tendency that we're seeing now with AI, anything AI related, even if it's a startup that doesn't involve AI we're going to throw AI in there right um to make it sound better than maybe it is yeah um there's a real lack of humility well around uh endeavors corporate startup endeavors uh to to deploy AI in meaningful ways and um I think that entrepreneurs it's not a technological piece of advice.
27:57It's a personality piece of advice. I think that, um, entrepreneurs and startups would be well-served to, to bring, bring their attitude down a peg and approach AI with humility. Because as quickly as we have arrived at this place where AI is whatever everyone wants to talk about, it's having real and tangible impact with a lot of more real and tangible impact to go. I mean, we take a look at entrepreneurs. I mean, we just assume your technology is going to work. You're not going to get through the door to talk to us without it, being at some sort of baseline level. We're looking at you. And do you have what it takes to go the distance?
28:45And humility is part of that equation all the time, certainly for what we look at and for on the investor side uh i think you know the corollary there is you want to see um you're not going to see entrepreneurs for the most part who are second third fourth repeat serial investors with ai like that's a liar is what that is um so it all comes back to you know are there things in that management team or even the CEO's profile that suggest that they can deploy AI in some sort of disciplined niche way? Yeah, that's a great starting point. And then from there, do they have the human skills to take it further into where it needs to go?
29:41because we live in a time today where, you know, a lot of the management approaches, say from the 70s and 80s, or even you go back to like the 50s, that's not going to work. So you've got to be able to have some evolved management skills that you bring to the table. And that's no matter how it is you're looking to play in this area, it's important to have that top of mind. Yeah, I think that's super, super key and super important. Bradley, thank you so much for coming on to the AI Chat podcast today and sharing some of your perspectives and insights. You're working on some fascinating stuff. If people want to get in contact with you, what's the best way to do that?
30:32What's the best way for startups to maybe contact your fund? people to learn more about what you're doing podcast and event space how can people find that yeah so bradley b-r-a-d-l-e-y at pvcp.vc so that's a lot of a lot of letters but project voice capital partners pvcp.vc you can email me there i welcome that and then connecting with me on linkedin i welcome that as well amazing and i'll leave a link in the description for people to find your website and whatnot. Thank you so much for coming on the show today. To the listeners, thank you so much for tuning in to the AI Chat Podcast. Make sure to rate us wherever you get your podcasts and have an amazing rest of your day.
From the publisher
In this episode, we delve into the transformative impact of AI on the audio industry with insights from Bradley Metrock, host of This Week in Voice, exploring key trends, challenges, and opportunities shaping the future of voice technology.
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