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Henry O'Connell
Foreign.
Ed Gaudet
Welcome to Risk Never Sleeps, where we meet and get to know the people delivering patient care and protecting patient safety. I'm your host, Ed Gaudet.
Ed Gaudette
This is Ed Gaudette from the Risk Never Sleeps podcast. Today I am pleased to be joined by Henry o', Connell, the CEO and co founder of Canary Speech. Good day to you, sir. How are you, Ed?
Henry O'Connell
I'm wonderful. It's good to be with you. Thank you.
Ed Gaudette
Good to see you again. Yeah, yeah. Saw you at the AGC conference a couple weeks ago. You were on stage talking about AI. So before we get into that, tell our listeners a little bit about yourself, your role and your organization.
Henry O'Connell
I will, thank you. So Canary Speech is a focal biomarker company. We focus on healthcare and we listen to about 15 and a half million data elements every minute. Wow. We process Those in a 10 millisecond window and we have about a dozen different diseases that we currently analyze for. Jeff Adams and I are the co founders of the company. Jeff and I met each other about 40 years ago. So 40 years ago, Jeff was at the NSA, I was at the National Institutes of Health. I was doing research in a neurological group, and Jeff was building mathematical models to de encrypt spy messages. The interesting thing is that speech and language technology is really mathematical models that interpret, manipulate. And then machine learning came along that just accelerated the capacity to do that. And then you add on top of that AI and you just have something that is a wonderful Italian meal.
Ed Gaudette
You know, what are some of the things you're able to find today that you couldn't find a decade ago?
Henry O'Connell
Given.
Ed Gaudette
Given AIs?
Henry O'Connell
Oh, even a decade ago, there wasn't a single disease that could, outside of a research study, be identified in a clinical setting in any practical way.
Ed Gaudette
Okay, and what was that?
Henry O'Connell
The initial approach looked at what words were speaking, and the words that we speak generate about a thousand data elements a minute. If you consider syllables and spaces and filler words and everything else. It's just not large enough data set to do any real analysis on something as complex as a central nervous system disease or behavioral health or anything. And so there had never been a launch with the advent of deep neural nets and machine learning, that gave us a computational power to do this work. But the data set needed to be measured in the millions, not in the thousands. You know, and so their approach at the surface, which is really a tertiary data layer, their approach was consistent with speech pathology, but not applicable to analysis for disease in human condition.
Ed Gaudette
Yeah, you must be seeing some interesting correlations. That we couldn't see without AI to help with treatments, to help with diagnoses.
Henry O'Connell
You really do. I mean, in the progressive neurological disease area, where the disease itself is a central nervous system illness, the central nervous system is controlling everything we do in speech in this phenomenal way. I mean, you and I are talking right now. We're not streaming it live in our brain.
Ed Gaudette
Right.
Henry O'Connell
It's coming out of our mouth, you know, which is why we have foot and mouth disease sometimes. And so in things like Huntington's and Parkinson's and Alzheimer's and mild cognitive impairment and other diseases, Ms. That we're working on, accuracies are 98, 99% in a 40 second sample. And so that's a wonderful tool in the hand of a clinician. You know, they've got expertise that dates back 10 years, just if they're two years out of medical school.
Ed Gaudette
Do you ever hear of the disease Charcot Marie Tooth?
Henry O'Connell
No, I have not.
Ed Gaudette
Oh, okay. That's a neurological disease. That's, that's pretty rare. So, you know, as you think about what you're seeing here, any predictions about the next couple of years, either in your space or just Jason or outside.
Henry O'Connell
So the application of AI into what we're doing is allowing all of us, and I think anticipating that all of us are going to step up. Information is fantastic, but as you put it all together, it becomes knowledge, and knowledge becomes actionable. And so moving from just information, which AI then allows us to assist on making that knowledge, coordinating diverse pieces of information into understandable, consumable pieces allows us to make decisions faster, more accurately. And I think we're going to see that. You know, at the conference we were at together, I mentioned the first people out of the caves, they're digging holes with their hands and someone comes along with a makeshift shovel. It didn't mean that there were less holes to dig.
Ed Gaudette
Right. More holes.
Henry O'Connell
And there were more holes. In fact, after that, we built the pyramids.
Ed Gaudette
Right.
Henry O'Connell
You know, so it's that kind of progression we're going to see. When I think of the efforts by like an Elon Musk to get us to Mars, AI is going to get us there years earlier.
Ed Gaudette
Yeah.
Henry O'Connell
Not years shorter.
Ed Gaudette
Yeah.
Henry O'Connell
The design of the propulsion system, even just the ergonomics within such a capsule, the storage, all of those things can be worked out in AI with people who understand what's going on, maybe deeper. They're using their AI tool, we call it a brain, but their AI tools and looking at that and putting the pieces together.
Ed Gaudette
Yeah.
Henry O'Connell
So we're going to accelerate all that. I think the example I gave was around the calculator. When I went to college, I was using a slide rule until I was a junior, and then junior and senior year, since I couldn't afford $350 to buy the HP.
Ed Gaudette
The HP.
Henry O'Connell
HP or the Texas east area.
Ed Gaudette
Texas. Yeah.
Henry O'Connell
I used a side rule, and I would beg to use the calculator, even just to play with it, you know?
Ed Gaudette
Yeah.
Henry O'Connell
That's how far we've come.
Ed Gaudette
I know, it's incredible. And specifically, you were talking about jobs, and your belief is there'll be more jobs, not less jobs.
Henry O'Connell
Oh, absolutely, yeah. I mean, there weren't less holes dug. You know, there was a need. I mean, do we think we use less labor when we built the pyramids?
Ed Gaudette
But do you think there'll be some adjustment, though, in terms of the jobs and the roles?
Henry O'Connell
I think the jobs will be more entertaining. They'll be more challenging. They'll push us to be better. We are going to be better than any tool we ever make, and that includes AI tools. We're going to be better. We're going to be sharper. We're going to learn from that. We have the capacity to keep growing.
Ed Gaudette
Let's get a little dark here. Do you foresee the robot overlords in our future?
Henry O'Connell
Oh, like a Terminator type of thing. We are. Absolutely. If you think back on iRobot, we are going to have robots like that. There's no question in my mind. We're definitely having iRobots, but.
Ed Gaudette
Well, will they be alive still or.
Henry O'Connell
And will they come after us? No. I'm tired of cleaning your bathroom. Pick up your clothes.
Ed Gaudette
You know, you clean the bathroom. Damn it.
Henry O'Connell
Yeah. Yeah. I'm gonna go make television. I. I really don't think that's what's gonna happen, you know?
Ed Gaudet
I hope not.
Henry O'Connell
No, I don't think so. What a challenge that would be.
Ed Gaudette
Terror. I don't like cleaning bathrooms.
Henry O'Connell
Yeah. IRobot had a, you know, a less tragic outcome than Terminator.
Ed Gaudette
That's true. That's true.
Henry O'Connell
Sarah Connor.
Ed Gaudette
Connor.
Henry O'Connell
Sarah Connor.
Ed Gaudette
Yeah. You remember Sarah.
Henry O'Connell
God bless the woman.
Ed Gaudette
God bless the woman.
Henry O'Connell
Save civilization, saved the world.
Ed Gaudette
We need more Sarah Connors out there. All right, so how did you get into this job, this field? Healthcare technology.
Henry O'Connell
So Jeff and I from that time became friends. Lifelong friends.
Ed Gaudette
Yeah.
Henry O'Connell
I remember when Caitlin was 8 years old, he wrote a happy birthday song for. He's a great musician. Multiple instruments. Typical genius type of person. You know, the kind of person who's so smart. You hate him, but you can't. I mean, his personality is so loving. And so he wrote this song for her and sat down, picked her up and plopped her down next to him on a piano seat and just the keys started flying.
Ed Gaudette
Oh, wow.
Henry O'Connell
And she was this year into piano learning type of person. It gave her a vision of what the piano could do. It cost me a lot because my wife and I bought a grand piano for her years later and she was like a concert level pianist.
Ed Gaudette
Really?
Henry O'Connell
Yes. Still she now is a mother and place for church.
Ed Gaudette
Yeah. Oh, that's good.
Henry O'Connell
Yeah.
Ed Gaudette
It is the hardest job in the world.
Henry O'Connell
It is. And so Jeff was finishing up a small project. He led the team to build the Amazon Echo. And that's a small project, you know, something that never existed before. I had an echo.
Ed Gaudette
I love the echo.
Henry O'Connell
Yeah. He had like 12 of them. Every room had them.
Ed Gaudette
That's obnoxious.
Henry O'Connell
Yeah. I mean, you could hear him talking back to you from rooms away, you know?
Ed Gaudette
Yeah.
Henry O'Connell
And you're in the bathroom and you.
Ed Gaudette
Hear Jeff, that's not.
Henry O'Connell
And so after he got that done with that, we were in a bagel shop in Provo, Utah. He had been talking at Brigham Young University where he had graduated, and he was looking at and put together an engineering firm called cobol. And we were talking about that and getting my advice on that, I jumped on board and helped him with a little bit of it. But at the end of the conversation, I asked him, I said, jeff, you're a rare commodity on the planet. What's left on the table? What haven't you done that you wished you did? Because an engineering firm doing things other people could never do. Fine, go do that. And it's going to be entertaining.
Ed Gaudette
Let's go big or go home.
Henry O'Connell
Yeah. So what do you want to do? And he said, well, I always wanted to apply speech and language to human condition and disease. And I said, well, why don't we do that?
Ed Gaudette
Awesome.
Henry O'Connell
Yeah, that's great.
Ed Gaudette
What a great story. You go back in time and see your 20 year old self, what would you tell them?
Henry O'Connell
Be patient. I'm 72 now. We started this when I was 16.
Ed Gaudette
Folks. He does not look 72, looks 52.
Henry O'Connell
But I started this when I was 63. I had two patents issued before this. I now have 24 patents to my knee. Why don't we do that? When I said that to Jeff, I did not realize that we really could change the nature of healthcare delivery. And there are a lot of things that do. There are Many, many things that do. But being part of one, that's important. And nine years ago, we weren't thinking, this is AI. We were thinking that this was speech and language. And then in order to make it practical in the hands of the individual, we really had to embrace AI, pull it into everything we were doing. 22 years ago, I was training for the Olympic trials. Ran in the 80 and 84 Olympic trials, in the marathon. I was never sleeping. I was always tired. I don't think I would change that part of it. Be patient, you know.
Ed Gaudette
Yeah.
Henry O'Connell
Really. Honestly, I. It takes time.
Ed Gaudette
Yeah, it does.
Henry O'Connell
And so often I would have gotten married earlier, but I didn't meet the woman that is the dream of my life. Yeah. Until later, you know, So I couldn't change that, you know. So how did you meet? Oh, it's so funny. So we're both members of the same church. We're lds, Latter Day Saints. I joined a church when I was older. I was 32 years old, and I was not married, which is really an oddity in the Mormon Church. I mean, it's almost like.
Ed Gaudette
Sounds like you were a little bit of a rebel, Henry.
Henry O'Connell
Yeah, definitely. And so I owned a place in Washington, D.C. i was working at the National Institutes of Health still. And I had this townhouse which had, you know, three or four bedrooms in it. It was a nice place. And I got a call from one of the bishops, one of the leaders in the church, and he said, could this young man stay with you for the summer? And I said, sure, why not? And he came home, he got a job working at the temple there in Washington on the ground, you know. He came home one Saturday, I was home, and he said, hey, are you going to the dance? And I said, sorry, what dance? I'm 32 years old. And he goes, no, there's a church dance. And I said, no, no, I'm not going to go to the dance. I need to find a way down there. I said, I'll give you a ride. Okay, I'll give you a ride.
Ed Gaudette
This is great.
Henry O'Connell
So on the way down, it turned out to be about 40 miles away. And I thought, hey, I've already reached the level of my charity. My charity level has already met. And so I thought, I've got to find someone to give him a ride home, you know.
Ed Gaudette
So you went in the dance?
Henry O'Connell
So I went in the dance.
Ed Gaudette
You got to go in the dance.
Henry O'Connell
I went in a dance, yeah. And I see this. The only guy I knew was Bert, and he was wearing a tuxedo which tells you a little bit about Bert. But he had a group around him and as he was introducing me to these people, I shook the hand of this young lady and I thought, this is the woman I'm going to be married to.
Ed Gaudette
Yeah, that's what happened to me. Same thing.
Henry O'Connell
Yeah.
Ed Gaudette
When it happens, a spark. It's amazing, isn't it?
Henry O'Connell
Amazing?
Ed Gaudette
Yeah. It's life changing.
Henry O'Connell
Of course. Yeah. Five children later, my grandchildren, nine. Yes.
Ed Gaudette
Oh, I just.
Henry O'Connell
And. And my daughter told me two days ago, she's expecting.
Ed Gaudette
Congratulations.
Henry O'Connell
I know, that's incredible. I have knock on board somewhere. There we go.
Ed Gaudette
We just had our first grandson.
Henry O'Connell
Oh, congratulations. Thank you. What's his name? Rory. Rory, yeah.
Ed Gaudette
A good Irish name.
Henry O'Connell
It is a great Irish name.
Ed Gaudette
My son in law is an o'. Callahan.
Henry O'Connell
Oh, my God.
Ed Gaudette
Yeah, that's right. O. Yeah, there you go. And I guess there's some significance with the O and the names that don't have an O.
Henry O'Connell
Well, I know that story. Okay, so. Oh, four generations back, it was Connell for us.
Ed Gaudette
Okay.
Henry O'Connell
And somewhere along the line it became o'. Connell. And it's o' Connell in Ireland and it's o' Connell in the US too. And we wondered if the O was added coming through Ellis Island. My four grandparents all are immigrants. Sharon and Cody and o'. Connell. And another one, which I don't remember. Black sheep of the family maybe. And. But it's o' Connell now in Ireland too. And going back was Connell, and then prior to that it was even a little more Irish.
Ed Gaudette
Yeah, like a Gaelic.
Henry O'Connell
Yeah. We're in Ireland, near Galway, but east and south of Galway area. They were dingle or. Yes. And they were dairy farmers.
Ed Gaudette
Oh, yeah? Yeah. I worked in Ireland for three years.
Henry O'Connell
Oh, you did?
Ed Gaudette
Yeah, I worked for a middleware company, Iona Technologies, if you remember them, they did Corba development. So this is the Risk Never Sleeps podcast. I gotta ask you this question. What's the riskiest thing you've ever done, Henry, Other than going into that dance?
Henry O'Connell
Yeah, yeah. You know, I'm not a high risk taker.
Ed Gaudette
Okay.
Henry O'Connell
I'm really not. Like, I don't ski and mainly because I was running all my young years and I didn't want to risk adverse. I didn't want to. I don't drive motorcycles because I'm the worst driver in the world too. Now I have been off the road during ice storms five times. Now, that's not like risk because it wasn't intentional. And so this one time my roommate broke up with his girlfriend and they had Tickets to go to the Black Watch, the British Drum Fife corps. And I was in a FIFA drum corps when I was young. And so his girlfriend had the tickets and wanted to still go and said, would you go with me? And I said yes. I wasn't dating at the time. And so.
Ed Gaudette
So she said, hopefully your wife's not listening to this podcast.
Henry O'Connell
And so she said, will you come and pick me up? Because I don't want to have to come to your place. Even though we were much closer to where we were going. So I picked her up. And then on the way home, typical New England. Connecticut.
Ed Gaudette
Oh, you're in Connecticut.
Henry O'Connell
I was in Connecticut.
Ed Gaudette
Whereabouts? I'm from Connecticut.
Henry O'Connell
Oh, are you? I grew up in Weathershield, but I was born in Hartford.
Ed Gaudette
I grew up in Southington.
Henry O'Connell
Oh, wow.
Ed Gaudette
Yeah.
Henry O'Connell
Amazing little things.
Ed Gaudette
Little things. Yeah, yeah, yeah.
Henry O'Connell
So on the way out, out of. It's icy and snowy, we used to.
Ed Gaudette
Have these incredible ice storms in Connecticut.
Henry O'Connell
Yes.
Ed Gaudette
Yeah.
Henry O'Connell
And the road was like downhill and a left turn and then a right turn down to.
Ed Gaudette
Danger Will Robinson.
Henry O'Connell
Yeah, yeah. And so I made the left hand turn and I can see in front of me down this long hill and there's a house. And I didn't make the next turn. I went off the road. And so all these branches are flying. They're just flying, you know, And I'm in a Volkswagen Bug and everything's flying. And I'm headed for this house, you know, like, there's no steering, there's no breaking, there's nothing but just screaming, you know, And I'm alone and I'm screaming.
Ed Gaudette
Yeah.
Henry O'Connell
And so. And I looked down there and this New Englander, heart and soul, had already shoveled his driveway. Ah. And so I cranked the wheel as far as I could get it over. And when I hit his driveway, the car did. 363 times. Wow. But missed his house.
Ed Gaudette
Yeah.
Henry O'Connell
And so, you know, can you imagine the adrenaline? It's just fine. So I jump out of the car and I look up the hill and this path is coming right for his home. You know, you know, little bushes, I'm running over, you know, all kinds of things. And. And I look around and, you know, I'm on his driveway and there's no harm. I thought, you know.
Ed Gaudette
Yeah, yeah, you landed.
Henry O'Connell
No damage, no harm. Yeah. So I got back in and I drove home.
Ed Gaudette
Yeah. And how was your date?
Henry O'Connell
It wasn't really. No, I know, but. But the Black watch is incredible.
Ed Gaudette
Yeah.
Henry O'Connell
You know. Unbelievable.
Ed Gaudette
Yeah.
Henry O'Connell
I mean, precision drumming, that kind of Thing.
Ed Gaudette
Cool. Cool. Let's see. If you were on a desert island, what five records or albums would you bring with you?
Henry O'Connell
Dan Fogelberg.
Ed Gaudette
Nice.
Henry O'Connell
John Denver.
Ed Gaudette
Yeah. John Denver's great.
Henry O'Connell
Yeah. You know, I'm from that era, you know, so.
Ed Gaudette
Yeah.
Henry O'Connell
You know the Seekers?
Ed Gaudette
Yeah.
Henry O'Connell
They're an Australian group. They're fantastic. You know, so. I love songs that tell a story.
Ed Gaudette
Okay.
Henry O'Connell
We're Irish.
Ed Gaudette
Yeah, of course.
Henry O'Connell
We love songs that tell a story.
Ed Gaudette
You like the Pokes?
Henry O'Connell
Yes, I do.
Ed Gaudette
Yeah.
Henry O'Connell
I'll bring them along just because you like them. Just in case you go to your desert island. Henry.
Ed Gaudette
Yeah, we'll hang out.
Henry O'Connell
So I. I mean, I could play that all day long. And it's. You know, what's really terrible is you can put things on repeat and I'll be out for a walk or a run now even, and I put one of the songs on repeat, and I'll just. That's the only thing I'll listen to.
Ed Gaudette
Oh, nice. Yeah, I know. Yeah. Yeah. What advice would you have for folks that are coming out of school that want to break into health care or technology or both?
Henry O'Connell
I think that, you know how we did it growing up.
Ed Gaudette
Fate.
Henry O'Connell
Yeah. Luck.
Ed Gaudette
A lot of hard work.
Henry O'Connell
Yeah. But the hard work part was being willing to recognize that there was a few years of just tough, long hours.
Ed Gaudette
Yes.
Henry O'Connell
And that's going to make it tough, long hours. I. After my father passed away, we had to work every month, all of us, the five kids that my mom had and herself. We were working just to pay the mortgage the next month. And I delivered the newspaper along with other things that I did. And when I turned 16, the gas station that the only gas station I delivered to said, why don't you take a job with us? And then I had that job the summer after my first year in college, even. It was owned by five brothers. And the five brothers had their children working there, and they had one worker, me. And so they would just stand around while I was doing, you know, working four or five cars at a time, you know, and at first, the very first thing I did was I hated it. And then I realized I was hating every day of my life. And so I gave that up and I started talking to people.
Ed Gaudette
Yeah.
Henry O'Connell
And people would invite me to go to their Cape Cod cottage, you know, and they would come in and bring me birthday presents and things like that. So I learned that a lot of it was attitude.
Ed Gaudette
Yes.
Henry O'Connell
And if it's hard work, I don't care. Give me the shovel. Yeah, I'll dig the Hole.
Ed Gaudette
I love that.
Henry O'Connell
I think that's what we need to do.
Ed Gaudette
We've lost recognize.
Henry O'Connell
We've lost that to some degree. We have.
Ed Gaudette
Yeah.
Henry O'Connell
I don't think there is as many. There are those that are. But they learn it from their parents.
Ed Gaudette
That's right. Yeah.
Henry O'Connell
And so don't keep it invisible how hard you're working.
Ed Gaudette
Yeah, no, that's really great advice. This is Ed Gaudette from the Risk Never Sleeps podcast. I'm here with Henry o', Connell, the CEO and founder of Canary Speech. Each. Yeah, I got to get the Canary speech in there. I love it. How did you come up with the name?
Henry O'Connell
You know, both our logo and the name of our company comes from Megan, the young girl. There are always going to be young girls. Yeah, it's my middle daughter.
Ed Gaudette
Oh, okay. Yeah.
Henry O'Connell
And she's expecting now our 10th.
Ed Gaudette
Yeah. I have three daughters.
Henry O'Connell
I do, too.
Ed Gaudette
And you have two sons.
Henry O'Connell
Two sons, yeah.
Ed Gaudette
Because you had five.
Henry O'Connell
Yeah. So Caitlin, Megan and Rachel.
Ed Gaudet
Very nice.
Henry O'Connell
And then Patrick and Ethan. And so she came up with the idea of Canary in the coal mine. Were an early warning system. And few people know this, but when they would take. Not all the time, but when they would take the canaries in, they'd be in a cage. And that cage had a separate oxygen source. And if the canary fell because it was more sensitive to carbon monoxide and other nauseous gases, they would of course, get out of the mind. That was their warning. But the bird was important to them because it was saving lives.
Ed Gaudette
Yeah. Yeah.
Henry O'Connell
So. And then she came back to me after suggesting the name and, you know, you do searches to make sure you can get them. She came back with the canary logo and said, here, what do you think of this? I said, perfect.
Ed Gaudette
That's such a great story. Great way to end the podcast. Ed Gaudette. Risk never Sleeps. You're on the front line protecting patient safety and delivering patient care. Remember to stay safe because Risk never sleeps.
Ed Gaudet
Thanks for listening to Risk Never Sleeps. For the show, notes, resources and more information and how to transform the protection of patient safety, Visit us@SenseInet.com that's C-E N S I N E T dot com. I'm your host, Ed Gaudet. And until next time, stay vigilant because Risk never Sleeps.
Host: Ed Gaudet
Guest: Henry O’Connell, CEO and Co-Founder, Canary Speech
Release Date: November 20, 2025
This episode explores how artificial intelligence (AI), machine learning, and voice analysis are pioneering new frontiers in healthcare diagnostics. Ed Gaudet sits down with Henry O’Connell, CEO and Co-Founder of Canary Speech, a company leveraging vocal biomarkers to identify diseases and help clinicians make faster, more accurate decisions. The conversation covers technical breakthroughs, the evolving nature of healthcare work, personal stories behind Canary Speech, and future outlooks on AI in patient safety.
On AI’s Impact:
“AI is going to get us there years earlier, not years shorter.”
— Henry O’Connell [05:12]
On AI and Human Progress:
“We're going to accelerate all that… We're going to be sharper. We're going to learn from that. We have the capacity to keep growing.”
— Henry O’Connell [06:18]
On Building a Career:
“I learned that a lot of it was attitude. And if it's hard work, I don't care. Give me the shovel. Yeah, I'll dig the Hole.”
— Henry O’Connell [19:33]
On Family and Roots:
“We love songs that tell a story. We're Irish.”
— Henry O’Connell [17:39]
On Entrepreneurial Risks:
O’Connell shares his wildest risk—escaping an icy, out-of-control car run without imminent danger; a metaphor, perhaps, for entering uncharted business territory.
[16:19–17:04]
For more information or to increase your risk awareness and safety in healthcare, visit www.censinet.com.