Elon Fired Him, Now His AI Writes Every Police Report | Daniel Francis (Abel Police)

1 Apr 2026 · 56 min · 23 chapters

Ask about this episode

Ask anything about it. ChatGPT or Claude reads this page and answers with the times it was said.

Connect VO and ask about every podcast you hear, including the moments you saved. Add to ChatGPT · Add to Claude

In short

Daniel Francis, founder of Abel Police, argues for solo founding and explains how Abel uses AI to reduce police report-writing time, claiming it improves officer capacity and saves lives.

Guest background

Daniel Francis is a software founder who previously built a weightlifting fitness app (reaching ~$30k MRR with two people in Berkeley). He worked at Mercatus Center (Tyler Cowen’s nonprofit) and later joined Elon Musk’s Twitter briefly (hired then fired). He became a devout Catholic and frames Abel as “restoring order” in policing.

Key claims

Officers spend about one-third of their time writing reports; body cams shouldn’t coincide with heavy paperwork. Abel’s software is positioned as mission-critical: if it’s 10% worse, he claims it could “kill someone.” He cites staffing analysis (SFPD 2021) and a math estimate: every ~115 officers on Abel’s platform saves one life per year.

Notable examples

A domestic violence restraining-order incident in Oakland where police arrived after 45 minutes; Daniel’s 39 ride-alongs; Richmond PD as the first agency to take the demo seriously after seeing unredacted body-cam-like footage.

Written by AI. May contain mistakes. Listen to the episode to check what was said.

Chapters

Tap a time to open that second in VO

The Impact of Software in Policing

0:00 to 0:40

Learn how software performance can directly affect police work and lives.

“If the software is 10 % worse and we got 1 ,100 people on the platform, you just killed someone.”

The Case Against Co-Founders

0:40 to 2:39

Discussing the challenges and pitfalls of co-founder relationships.

“Let's flip it to the case for solo founding.”

The Value of Long-Term Relationships

2:39 to 4:23

Understanding how longstanding relationships can support successful co-founding.

“If I was giving a bunch of equity to someone and I can't fire them too.”

Journey to Becoming a Solo Founder

4:23 to 7:47

Exploring the path to solo founding and its implications on entrepreneurship.

“And even my CTO, who was my first major hire, he was someone that I've known for five years.”

Building a Business from Scratch

7:47 to 10:57

Insights into the experience of building a startup and the excitement it brings.

“And one thing that they let me do was teach myself to code and become like a programmer for them.”

Transitioning Between Companies

10:57 to 13:19

Analyzing how experiences shape the approach to founding subsequent companies.

“It's exhilarating to see that Stripe dashboard and just see money coming in.”

Recognizing Underserved Groups in Society

13:19 to 14:03

Understanding how personal experiences can highlight societal needs.

“but it's like nothing else in my experience.”

Helping a Friend in Crisis

14:03 to 16:53

Learn about a personal story of helping a friend escape an abusive relationship.

“Having no experience with these things, I was like, oh, he's got a restraining order, there we go.”

Realizing the Challenges in Policing

16:54 to 18:59

Discover the systemic challenges faced by police departments and the need for improvement.

“a bunch of money to come in and write 100 pages about their staffing every few years.”

The Impact of Working with Elon Musk

19:00 to 21:20

Explore how working with Elon Musk shifted the speaker's perspective on business.

“But it was working with Elon that changed my mind.”
Show all 23 chapters

A Journey of Faith and Meaning

21:21 to 24:27

Hear about the speaker's spiritual journey and how it intertwines with their career choices.

“I had come to that conclusion, but I had no idea what to do with it.”

Aligning Business with Values

24:28 to 28:00

Understand how personal beliefs influence business direction and ethics.

“And I'm like, never in a million years will I do that in a professional environment.”

The Beatitudes and Wealth in Faith

28:00 to 29:34

Exploration of the Beatitudes and contrasting wealth perceptions in different faiths.

“there's the Beatitudes of the Sermon on the Mound where Christ says, blessed are the poor in spirit, right?”

Solo Founders and Authorship

29:34 to 32:43

Discussion on the unique advantages of solo founders regarding authorship and product coherence.

“You could be more open from both an investor perspective and, of course, an early hiring perspective.”

Transitioning to Team Leadership

32:43 to 35:19

Insights into the challenges and adjustments when transitioning from solo to team leadership.

“We had a small agency where, uh, the admin inside of Abel was also a officer that would take reports and we had never had that before.”

Company Culture Without Conventionality

35:19 to 40:02

Examination of a unique company culture focused on productivity and impact over traditional values.

“you know, obviously I'm new to it, but it keeps going.”

Communicating Importance and Impact

40:02 to 42:00

Discussion on the significance of conveying the company's mission and impact to team members.

“I want to do real work that's really impactful and I want to sort of cut away the noise.”

The Under-the-Radar Approach to Promoting Business

42:00 to 43:08

Learn how low-key marketing strategies can work in niche industries.

“Is that something that you're somewhat under the radar?”

Creating a Culture of Quality in Tech

43:08 to 45:26

Understand the importance of high standards and reliability in software development.

“If things break, then I can make a big deal out of it.”

The Importance of Ride-Alongs for Understanding Policing

45:26 to 47:14

Discover how firsthand experience with police work informs product development.

“If I described like a marketing manager's job to you in like five minutes, you'd be like, okay, I think I get it.”

Navigating the Challenges of Embedding with Agencies

47:14 to 48:48

Learn about the difficulties in gaining access to police agencies for product insights.

“I mean, I knew that there was no easy way around this because we had to get a first agency and we really couldn't build fully until we had access to body cam footage.”

Finding Early Adopters in Struggling Agencies

48:48 to 51:39

Understand the significance of targeting agencies that feel the pain for early adoption.

“got to do on it um but yeah I remember so I started out and I live in San Francisco we have a police department.”

The Case for Solo Founding vs. Co-Founding

51:39 to 54:44

Explore the pros and cons of being a solo founder compared to having a co-founder.

“could just go on as many write-alongs as I wanted.”
Hear the part that matters, and keep it.Open this episode in VO. Double tap your headphones to save a moment as you listen.
Get VO free

Transcript

Automatic transcript. May contain errors.

0:00If the software is 10 % worse and we got 1 ,100 people on the platform, you just killed someone. Every 115 officers on our platform, one life gets saved per year. Officers spend one-third of their time writing reports. You wear a body cam on your chest, you should not spend one-third of your time filling out forms. That's when I decided we could do that. Giving 50 % of my equity for someone to argue with me, who I think is just wrong most of the time. And I can't fire them too. An insane equity package for a founding engineer is 5%. That's bonkers. I could get 10 of those. I could fire someone who's not measuring up.

0:30There's also just the people who don't want to do sales. If you don't want to pick up the phone because of that, you're going to give up 50 % to a co-founder. Don't even start a company. You're not serious enough. Let's flip it to the case for solo founding. You don't have to carry someone's dead body up a mountain. You can get, for 50 % equity, an army of people to be working for you. That's a way better situation. Somebody said we were recording commentary earlier. They said that they feel like, for them, the platonic ideal is still like this incredible co-founder matchup but they said that the actual reality is is that that is so infrequent that they would much prefer to have a solo founder that they're working with right uh this is an investor sometimes sometimes i meet co-founders and they're so cute they're so cute together and i'm like you two like if you weren't both straight men you should be married yeah like and and those ones i'm like okay i get it i have never been cute with anyone like that.

1:25I'm just not a nice enough person. I just don't, I just don't have, I'm just not like, I think there's, if you're a solo founder, a lot of times you're prickly. There's like certain prickliness and it's like, like even like Elon Musk is famously prickly, right? And he's got solo founder energy, right? I wish I could have that relationship, but I can't. And so I must be a solo founder. At what point did you realize that about yourself? So I've done two companies where I had a co-founder and after both of them I was just like especially the second one, it was like a month. It just immediately blew up.

2:03Was this the fitness one? No, the fitness one was like a year and that one was like a fine working relationship. I still felt like, and we both brought things to the table that made that work. The second one was a rag for code bases and it was just like immediate distrust and tension and talking over each other and stuff like that. And I just realized after that I was like, giving 50 % of my equity for someone to argue with me who I think is just wrong most of the time. If I was giving a bunch of equity to someone and I can't fire them too. You know what is an insane equity package for a founding engineer is 5%.

2:49that's bonkers. I could get 10 of those and fire them when I want. That's next level. That's a way better situation. If you are an engineer, then you should be a solo founder. Or if you're a really smooth talking idea guy who can raise, then you should be a solo founder. That's my firm belief. But I do sometimes see really cute couples and I'm like, you too. It feels like that is exceedingly rare. Yeah, it's exceedingly rare. You said that you're just not a fan of co-founders. I'm curious, you talked a little about your personal experiences and sort of that equity equation, but I'm curious if there are other stories of people that you know.

3:27Obviously, you know other founders. What are some other things that you've observed around co-founder relationships and also maybe juxtaposing that with people that you know who are solo founders? I do think it's valid that the idea that you do need to work with someone, and I know obviously this is against your original thesis, So the two co-founder relationships that I've seen that seem like really happy marriages, they met in undergrad. And that creates a basis of trust that's really powerful. It's not just trust like, I know you won't try and fuck me over on some kind of equity thing or something like that.

4:09But it's also trust like, I know how you're thinking and you know how I'm thinking and we're aligned in some deeper way. So when I do see it work, it works because it's been a long relationship. Yeah, it's always like at least like five years. And even my CTO, who was my first major hire, he was someone that I've known for five years. We actually met online during COVID and became friends. and so yeah I think it's I wanted to have this experience of like meeting someone and starting a company with them but I was just like I was an econ major I was an economics and math major and so I just never all my friends went off to go work in policy or become actuaries or something and it was just like none of my friends went into coding and none of them are out here and so I was like guess I'm a solo founder here we go.

5:11I'd be really curious because oftentimes, you know, in Silicon Valley, there's like sort of the standard person who starts a company, you know, went to an Ivy League school. They majored in CS. They dropped out and it was like very often sometimes performative, like going to the Ivy League school in the first place, maybe dropping out to actually start the startup. It's a performative startup. Like there's this aspect of a lot of pattern matching. You come from just a really interesting background, both where you went to school, what you studied. How has that sort of informed you as a builder and just how you think about startups in general?

5:50Yeah, I guess I was really... So I dropped out of high school. And I ended up going to Florida State University, which was a miracle. I was really looking at not going to college. I was like, my dad's a contractor. And I was like, maybe I'll just be doing subcontractors. tracking gigs and building stuff. And so it was just really like a small miracle that there happened to be at Edison State College in my hometown a professor of economics who was deeply, deeply intellectual. He was such a weird guy. Everyone went to Harold Van Boven. And he's like this really skinny German guy who kind of bounces when he talks and wears these old Versace suits.

6:38And he was such an interesting character. And he really made me love economics. And then that's when I got into going to school. But Florida State University was an incredible miracle that I ended up even going to this, right? So yeah, from teenage years, I was a very non-compliant person and very difficult to get along with. And then I ended up going to Florida State. When I was a teenager, my dad would tell me we would work jobs together. my dad would tell me that I should get a job where I can work inside. That was the goal. That's like the aspiration. And so when I got out of college, I was like, okay, I ended up working kind of boring nonprofit jobs in D.C.

7:24And I was like, I work inside. I work in an office. That's the miracle, right? How great is that? And then coming out here, I realized I am not learning to code. I found coding very interesting. I found it to be a better way to make money and I came out here and I really realized I am not happy working for other people I'm really fundamentally not happy with that so through that being a founder started making a lot more sense to me I'd always loved starting little businesses as a kid and stuff like that so it kind of made sense to me and then being a solo founder also was probably inevitable given how disagreeable I am and in terms of uh in terms of coming out here for the first time what was the story behind that like take can you can you take me back to like what you were actually doing that caused you to come out here and you you said that coming out here made you realize that you didn't want to work for someone else um what was it what was it about that was it that you didn't realize how different it could be when you were sort of on the east coast you were experiencing that and and only when you got the juxtaposition that that dawned on you or what was the story behind it I think it's just the, so I had, I was working at a nonprofit research center called Mercatus Center.

8:43And it's Tyler Cowen's thing. And I think Mercatus does great work. And one thing that they let me do was teach myself to code and become like a programmer for them. And so I like originally was working like communications and I rolled over to coding for them. and I ended up getting a job opportunity out here from a friend who was hiring for a small business CRM company. And so coming out here, seeing what it was like working in an actual dev environment, like an actual engineering shop, and really realizing that I could do this from beginning to end. seeing the marketing decisions they made and the design decisions they made and how they manage things.

9:38If you're not in software, then the idea of starting a company can be pretty daunting. But if you are in software, you start to realize, hey man, I got all the tools right here. If you can work Photoshop and you can make the marketing materials and you can write the code and just imagine how a user might deal with something and then build that interface for them all the you know you can you can use words to write a machine that prints money that's crazy and so yeah it wasn't until i really got out here that i realized like why am i like why are people telling me what to do like i could go do something myself and that's what building the fitness app was was me for the first time being like okay i see a need um from beginning to end i can imagine how a user might use this.

10:28I was a data engineer, so I was like, we'll see what all this front-end stuff looks like. But I just figured it out and was able to build a product that we got up to$30 ,000 monthly recurring revenue. Awesome for two guys sitting in an office in Berkeley. It was like, okay, we're done. This is cool. So yeah, that's how I came to start companies for the first time, like a real actual company. And it was exhilarating. It's exhilarating to see that Stripe dashboard and just see money coming in. It was exciting. When you think about that first company with what you're building now with Able, I'm curious how you think about how you came to build both of those and how those paths might have differed.

11:15I think that there's always something that changes when somebody's working on their second company, or I guess, I don't know if you qualify Able as your second or third. But there's always some difference between how people approach the first one and the second. The classic thing is thinking about distribution before thinking about product. But I also think that there's often a transition that happens in parallel to the first-time founder, second-time founder thing, which is when you're a co-founder of the first company to being a solo founder of the second. I'm curious how both of those things might have played a role and how you thought about building ABLE?

11:54With the first one, I actually did think about distribution quite a bit. That's why I had the partner I did. The partner I had was a famous weightlifting coach and we were building a weightlifting app. To me, it was like, oh, you'll handle that end of it. You'll give us the legitimacy and connect us with people and stuff like that. What really was different this time around was that I made the jump to building something that I wouldn't use myself because I am not a police officer. and it's a very foreign world it's a whole different interface for reality when you're a police officer that very few people understand and so building something in that felt like really blinding like it was like I'm just going on ride-alongs watching people use things it was much more focused on product I would say the second time actually ironically enough the first one was like a real mercenary play and the second this second one i was like okay my experience with the police on the victim side tells me that somebody that there's a lot a lot of work to do here um like somebody should do something here uh but i i have no idea what that is and so i literally just have to absorb myself deeply in the product uh now obviously there's a lot of distribution concerns with uh with policing and it's actually a very unique distribution channel, which we could talk about more later, but it's like nothing else in my experience.

13:23But I had seen other SaaS companies specifically start up in policing and get traction. So I was like, there's a way. I know that. What I really got to make sure is I can build something useful for these guys having no experience with their life. Now, I know you've talked about this elsewhere, but just for people who maybe are hearing from you for the first time, maybe you could share a little bit about that backstory that gave you the insight that, wow, this is a really underserved group of people who have a really important function in society. Can you share a little bit more about that backstory about how you arrived at realizing this is a real problem that you want to work on?

14:05Yeah. So a friend of mine who I hadn't talked to in years reached out to me said she needed help um started talking to her it turns out she had moved to the bay area she uh had uh married a guy um and he had started abusing her and she didn't feel free to easily leave the house and things like that so uh i ended up helping her get out get an apartment, get a domestic violence restraining order, kind of start all the wheels of justice there, but get her those protections that the law affords. Having no experience with these things, I was like, oh, he's got a restraining order, there we go. That's just a piece of paper, man.

14:55The restraining order doesn't have a gun, it can't do anything. There was a mistake at the courthouse where they sent the paperwork with her address to her husband. And then he came over and started banging on the door and saying he was going to kill her. And it took the police 45 minutes to get there. And this was in Oakland, which is an agency that has a lot of challenges. It's a very difficult, and I don't, you know, no discredit to the agency itself. It's a difficult city government. There's a lot of challenges there. Um, but yeah, I showed up one of these times after it took them 45 minutes to get there.

15:38And I approached the officer and I said, Hey man, 45 minutes for a domestic violence restraining order violation seems like a long time. And he like immediately slumped and he was like, dude, I'm sorry. He was like, I, the agency's all short staffed. It's screwed up. Uh, we had a shooting this morning. Everyone's on an overtime right now. I agree it's not great, but we're doing the best we can, but I apologize. And he was a really good police officer because he has the important skill of getting people on your side at a scene. I was instantly like, what can I build for these guys to make this better?

16:17Because this is insane. And I actually had a couple ideas. At the time, I didn't think any of them would be good. I now disagree with myself actually on that. I think a lot of those ideas we will eventually build. But I had spent a decent amount of time just researching and reading and looking through PDFs. And if you ever spend time in the PDF minds, just finding weird PDFs online about the topic you're interested in and going on deep dives. There's a cool thing that a lot of agencies have to do called staffing analysis where they pay consultants a bunch of money to come in and write 100 pages about their staffing every few years.

16:59And SFPD's 2021 staffing analysis said that the officers spend one-third of their time writing reports. I was like, I started command effing around the document looking for reports, paperwork, efficiency, any of that, and there was nothing. I was like, this seems like it. This is the thing. This is nuts that they're spending this much time doing this. uh so yeah if you wear a body cam on your chest you should not spend one third of your time filling out forms so that's when i decided we could do that when you sort of came across this insight or you were helping this friend and you talked to that police officer who in many ways i'd be very curious if if you'd even be working on this how that person just not reacted positively you know or or in a way that was good at getting you on their side yeah because if they had said something negative to you.

17:51You've been just been frustrated with them and sort of thrown up your hands and maybe you wouldn't be working on this important problem and helping all these people. So in many ways it seems like, I don't know, not to put your words in your mouth, but it seems like that person, their one reaction potentially changed policing. Yeah, it's true actually. I didn't think about that. I was really just there to issue a customer service complaint. And yeah, he changed my life and maybe policing. It's crazy. I guess my point about that though is what were you doing at that time? So you were helping your friend, but where were you personally at that point?

18:29I was still doing the fitness app. And yeah, it actually took a while of me looking at this kind of stuff until I decided that I didn't want to do the fitness app. What actually happened was that I pretended to be a laid off Twitter employee and I got hired by Elon Musk to be a real Twitter employee and then fired by Elon Musk from being a real Twitter employee. But he called me and apologized, which was really nice of him. But it was working with Elon that changed my mind. Because I was looking into this in the same kind of mercenary mindset. like oh what kind of like thing could i build that like would be like a good lifestyle business um and then working with elon i saw him firing people and i asked him one day if he felt weird firing people like that and he's like kind of terse voice he's like no what we're doing here matters if they're in the way they have to go i was like oh okay that's kind of a weird perspective but I guess that makes sense.

19:41And I realized everything he does is like that. Like everything he does. And I was like, that is so aligning. Like you have no internal qualms. There's a lot of studies about the impact of marginal officers on the homicide rate. And with how effective our software is at saving report writing time, the math shakes out that basically every 115 officers on our platform one life gets saved per year. I could fire someone who's not measuring up. If the software is 10 % worse and we got 1 ,100 people on the platform then you just killed someone. That is aligning. I like that. That's something I could really work on.

20:28When I got back I remember I had a call with my

20:35partner in the fitness app and our marketing partners and they asked me like are you gonna do this again where you just like run off and maybe like join twitter or something and i was like yeah i might like yeah i might do that they're like you should probably get out of this business i was like yeah i should and at that point i sold my shares to them and got out um but yeah it was for me like a moment where i was like okay actually like this isn't just like theoretical i should actually do something where it's to me like life or death. It's someone's life or death. Because otherwise, I just can't care, honestly.

21:10And I don't think there's any problem with selling B2B SaaS marketing software. That's probably, that's fine. But I'm not motivated enough to care. Sort of in parallel to this transition from realizing that you were mostly building sort of mercenary startups and businesses to realizing that you could find this greater alignment with the company and you were moving more towards like a missionary type view of the world um i believe at some point you had sort of a religious conversion yeah um could you say sort of how that how that aligned with all this and sort of how that fit into it yeah i guess it kind of went parallel with it it was actually after selling um my shit my part of the uh fitness app and it was like i had money but i didn't it wasn't like like you know i'm gonna fly off to my new house in europe money uh and so i just woke up the next day in my apartment in north beach and i remember thinking to myself why did i wake up like what do i do now and i kind of fell into this like postpartum depression and i would just walk around and i had decided a few years earlier that I think God was real.

22:28I had come to that conclusion, but I had no idea what to do with it. I had grown up Southern Baptist, very evangelical, and I had a whole falling out with that whole worldview. And so I didn't know what to do with my belief in God, but I was like, okay. So I started walking around the city and I realized something that I never would have noticed if I didn't walk around the city, which is that Catholic churches are open all day. They're unlocked, the doors are open. Yeah, you just go in. And I hadn't realized that Protestant churches are generally not like that. And so it just became part of my daily routine that I would just go pray in the morning.

23:10And I was living in North Beach. I would go to St. Peter and Paul, which if you've ever been in there is a beautiful, beautiful church. and I met the sacristan who was like, hey, I see you in here a lot and we kind of talked about my background and it's like, well, there's like some prayers you could do that are like kind of Catholic prayers if you want. And so I kind of like learned these prayers like Hail Mary and Oh Father, I already knew, but a few other ones. And I started repeating them to myself a lot and getting into this. And then another time he saw me, is like you should come to mass i was like oh what is mass so i went to mass and it was uh the first time i actually it's contributed to my theory about uh i now have a theory about genetic blood memory uh because i'm like really irish but like not like i didn't go to ireland until this year like my family's just like you know american white people but i going to mass the first time i was oh this is how you're supposed to worship God like this is it that plus I love Guinness plus I hate English people I'm like a hundred percent I believe in blood memory now um but yeah going to Irish or going to Catholic mass for the first time I was like yeah so um I went through the the RCIA process a few years ago and ever since then I've been a devout Catholic I guess like if you can sort of share how that evolved in parallel to you making that transition from sort of the more mercenary side of businesses to i i think like this whole idea of kind of aligning who you are to like what you're building can be really valuable um i think that i think you've said in the past that you don't want to make you know you want to make your personal beliefs you know be the the main thing that's sort of front and center in your business or something like that but at the same time you know our values guide sort of how we think about how we build businesses and how we think about all these things so i'm really curious sort of how that uh evolution in your in your thinking and beliefs um happened in parallel to uh to building able yeah i think there's two things about it so in the and it's kind of funny because there is a catholic founder community and there is some debate with like like some of those guys think you should open meetings with prayer.

25:34And I'm like, never in a million years will I do that in a professional environment. I don't think it's appropriate. I think that if you want to do that, you should be a priest. And then you could open every meeting with prayer because everyone's aligned at the table. But yeah, I think that for me, what it meant was the bigger thing was, what's your goal? You cannot be a Catholic and start Pornhub. You need to start something that in some way or some shape or form honors God. And to me, the goal of Abel is that we are living in an extremely disordered world because of sin and the fall of man. And anything that we can do to restore God's order here on earth brings us closer to God.

26:28So for me, it is a matter of restoring order to the world. And, you know, we're living on this fallen plane, but as much as we can restoring order and good policing does that. Absolutely. I actually, when I started the company, so it was, there was a lapse there between me becoming Catholic and, and figuring out exactly what I was doing. I knew I wanted to do something in policing and I was researching it a lot. But when I kind of settled on it, I took it to my priest at Star of the Sea, or at, excuse me, Saints Peter and Paul, and asked him if he thought this was a good thing. And we had a conversation about it.

27:08And he was like, yeah, I think it's absolutely a good thing. And he basically said what I've just told you. And so, yeah, for me, it's the direction. And then there is some input on how the business operates. I think that obviously you can choose good business practices or bad business practices. You can be a mean person or a nice person. I try to be a nice person. But ultimately, for me, it's the direction. And then on top of that, I think that as a Catholic, I do think you have a duty to win. and not many Catholics feel this way. This is a very not Catholic opinion. So say more about that. Yeah, I don't know much about that.

27:53So Catholics are, and having grown up Protestant, I kind of differentiate them in my mind, but in a broader sense, Christians, there's the Beatitudes of the Sermon on the Mound where Christ says, blessed are the poor in spirit, right? For they shall inherit the earth. And so there's this sort of, it's not nearly, it's actually really kind of weak in Southern evangelical culture. And this is really notable by how many preachers like of mega churches you see that have huge houses. And the media loves to cover this on, you know, it's kind of a recurring story. But the Catholic church has really bought into this.

28:36And a lot of Catholic priests take a vow of poverty. And so there's not this like strong sense among Catholics generally in the culture that you should be rich. I disagree. I think that the world would be a much better place if the people running large companies were Catholics. If the people controlling large, and when you, like Elon Musk is like rich, but he doesn't have like$400 billion in cash under his mattress. Like it's all equity in companies. It's his ability to control and impact the world. You'd be a much better place if the people doing that were Christians. So I think it's the duty of every Catholic to build something and build it as big as they can or to get as rich as possible and then give a bunch of that money to the Catholic Church, basically.

29:33The one thing that everybody talks about when it comes to solo founders is ownership, obviously. You start out with much more. You can do different things with that. You could be more open to dilution. You could be more open from both an investor perspective and, of course, an early hiring perspective. But I think that one thing that is particularly interesting about solo-founded companies is the level of authorship that is not split up between multiple co-founders. And I'm curious how you think about authorship as it relates to building ABLE. I mean, the name alone is a biblical reference. So I can imagine maybe unless you had somebody who had the same faith as you did, who was building this company with you, that maybe you would have arrived at that name.

30:13Can you share a little bit more just about authorship generally and how you think that that influences, influenced the company when you were getting started and how it might influence it today? Yeah. So I named it Abel because Abel was the first victim of a crime in the Bible. And ultimately, I feel like that's who the police work for. So that's who we work for. There is, and it's not necessarily, I mean, obviously, most things are not religious when you're building a software company. It's just kind of mechanistic decisions, operational design decisions. But a coherent idea of what things should look like is extremely hard to get between two people.

30:50We talked earlier about co-founders that seem married. Maybe them, right? But even then. but there was a reason that Apple had such a seamless experience from ports to kernel on a computer and it's because one guy ultimately made the call and decided things. The impact of that is, I think, really difficult to explain or estimate but once you use something, you can kind of feel it if you've got a taste for design. You can kind of feel where things feel like a mess. A lot of times when you're using things in Google products, they feel like it was wild, whatever insane group of people made this. Because there's Vertex and there's AI Studio and there's four different chat apps and it's all kinds of things going on.

31:51Whereas until maybe seven or eight years ago, Apple had a really coherent vision. It's gotten weaker for sure, but they had a really coherent vision that they inherited from one person in one mind. So I think an incredibly powerful thing about a solo founder, and it's a real waste if a solo founder is not a product guy. If they're a product person, and I actually don't even know what a solo founder would be if they were not that, but if you are not driving product, then it's kind of like you're missing out on the biggest part of being a solo founder, which is being able to offer users a really coherent feeling experience.

32:31It's constantly straying because maybe you've got stray hairs sticking out right now from our product that I can on the top of my mind I can think of that I need to have a meeting about because you also are doing marketing and sales and all these different things, but eventually everything can get hemmed in and then when a user uses your product it feels like wow one brain birthed this and the whole thing makes sense and you can kind of start to predict where things are it really it's like you transfer transfer your mind model to someone else through the software and it makes it easier for the user to use it how do you think about going from sort of sole author to primary author plus editor and and what's that what's that been like for you i don't know how large your fitness company got in terms of like teammates and things like that but you know you're scaling your organization here how do you think about like making that transition because in many ways going from two co-founders or three co-founders to adding your first teammate it's a very different transition than going from a solo person to adding your first teammate what was that like and how have you thought about how that's changed over time as you've grown the team it's really just stray hairs like Like I said, it's just like those like, like straight threads sticking around and they will evolve the, you know, they'll exist.

Read the full transcript

33:55We had to push a feature recently. We had a small agency where, uh, the admin inside of Abel was also a officer that would take reports and we had never had that before. And so when he went to go look at the list reports page, it had everybody's. And so we had to put a dropdown so he could select, he wants to view just his. and the drop down's in the wrong spot. I'm still thinking I can't stop thinking about it and I got to go meet with our front end guy about it. But yeah, there's little things like that that evolve. For me, it was really profound. I had never managed anyone before this. Like the fitness app, it was Bootstrap, me and him.

34:37Like me and my buddy. And it was getting that off the ground and doing all that, I was the only engineer. doing this was definitely the jump in productivity and my realizing that, okay, actually before you think that being a cracked engineer matters and then you realize being a cracked manager is like a thousand X leverage. It's way more. If you can attract some great engineers then the difference is insane. Figuring that out early on I just became really keyed in on prompt engineering people better. And learning that skill as, you know, obviously I'm new to it, but it keeps going. But the unlocking of capability was so much that I don't mind the stray threads nearly as much.

35:31What you talked a little bit earlier about spikiness and how solo founders might have a little bit, I don't know if that's the exact word used, but a little bit more sort of extremes to them and how they do things versus co-founders where perhaps they're maybe more averaging each other out to some extent, at least in maybe the less ideal scenarios. I'm curious how spikiness and sort of eccentricities, is another word, might contribute to how people perceive potentially joining the team and how that might have developed when it comes to building out your team? I think that people who join ABLE have to like me.

36:17That's a maybe. We actually have a document that's the working at ABLE document. At first we were just hiring engineers, but now we've got sales and operations. but uh the document the first bullet point is that daniel has to be the worst engineer and the biggest asshole like i am the floor on engineering talent and the ceiling i'm being an asshole and we've had people who violated you know either of those uh and so and they had to go and so um yeah uh there's that aspect of it when did you put that sort of thing together and how were you know I think you said the first person you brought on was a CTO, if I'm correct.

37:04When did you start thinking about these things in terms of the culture that you wanted? Because ultimately, culture is this very wishy-washy word, mushy. I don't like it. I don't like having a culture. Well, I mean, you have the document. And I think that document, at least that first point, seems like a pretty profoundly important one. The document's almost like acid for a culture. It's like, don't expect a culture. We don't have parties, all right? we're not doing that all right like i guess what i'm trying to say though is that there's there's this find whatever word you want um but okay there there is a there is a a a thing that happens when multiple people come together and if it's co-founders you bring on the first employee let's say you have three co-founders you bring on the first employee the way that that person sort of um pull like sort of fits in is really dependent on the way that those three people have been working together to some extent but if you're just one person and you're bringing on somebody else that person is going to have a different impact on sort of the the next person who joins compared to the first hire after you already have three co-founders you see what i'm saying and i'm kind of trying to understand sort of and maybe maybe it was something that is emergent but i'm curious um how that might have changed things or or impacted things at able where you were the only person you bring somebody on now there's two of you but there's only one founder and then the third person who comes on is the second you know second teammate yeah so when i say i don't like culture it's because it's like we almost hired a operations guy that and me and him had like two lunches together and he loved to talk about culture and i just don't even see a reason like the culture is that we need to build this i tell you what to build we got to build it like hurry up yeah and we gotta and this right here this is not good enough so we need to make this better like and i need it by like thursday um and like that's the culture it's not there's no pleasantry there's no nothing here.

39:15And sometimes we have conversations about Lana Del Rey or whatever. If that's culture, then okay. But most times, it's like, is your ticket done? No? Okay. Let me know. And I go back up to my office. It's kind of weird. I agree that there is something there where it's like, if you have a co-founder, it's like your friends. There's almost always a strong friendship there and this person gets added to your friend group and it sort of starts to evolve that way and it feels much more like working at an elon company where it's like there's no culture like there's no like thing like that like it's like the culture is here's the deadlines here's the tickets fucking move like we got to get this done and it needs to be better that's that's our culture it sounds like it sucks but i think that some people really want that yeah so engineers love it so i think that there's some aspect of this where people like not having a culture isn't self a culture right and and i think that when you when you have that um and you can telegraph that to people you can sort of you can sort of put that out there so people understand that um i think that that attracts as much as it as much as it pushes the way the people that you don't want it attracts the people who are like i don't want to have some random you know cupcake making thing.

40:34I want to do real work that's really impactful and I want to sort of cut away the noise. I think there's a lot of value in that. Anticulture culture club. I think there's really something interesting. I also think that having something of consequence that you really feel is having a real impact on the world. This whole idea of every 150 people who are on the platform is, I think you said, a life saved every year. 115. Every, yeah. So I think that there's something, there's something that you can't have that sort of terse culture if it's something that's just not that impactful on people's lives.

41:14I think that people, people, when they join SpaceX or maybe, maybe even Twitter just because of like how influential Twitter is, they see that what they're doing has a really profound impact on the world. And I think that that's what allows those cultures to be not just something that people put up with. I think people actually enjoy because they're like, cool, let's cut out the nonsense and let's really make a difference on, on some really important area. Um, so, uh, I, I think that the, um, I guess like the question that I would ask you is, um, how have, how have you thought about that in terms of like really making it clear to people that this is, um, that this is really important.

41:52This is like a, this is a really important thing. Like you shouldn't, we shouldn't just be sort of, you know, futzing around, like we're building a really important like company to help solve a really meaningful problem in the world. Is that something that you're somewhat under the radar? You're not out there promoting your company like the way most people promote their companies. So how do people find out about you and how do you really make it clear to them that this is what it's all about? Police chiefs know about us. I don't think there's anything to gain from being, for us, for being extropic out there, like tweeting and doing a lot of interviews.

42:30so yeah in our industry we're known but I do think to go to your question for me I get something that I've learned to not be afraid of is the fact that I can get kind of freaked out and kind of emotional and if things break I can be kind of annoying about it and I can kind of flip out. And I think that for me, it was just like learning to not suppress that. If things break, then I can make a big deal out of it. And I think the result is that everyone knows that things can't break. We have mission critical software here. So things need to be reliable things need to be really well built if there's problems i'm sending notes if i see errors i send notes um i've got the errors channel uh in slack coming up on my phone um and i'm asking questions about it and the net effect of that is that you i worked in organizations where like that crm company where i reported to a product manager and she had no idea if there were errors and it's everything feels really loose.

43:55Instead, when you're working somewhere where the chief executive officer is constantly on your ass about things not being right, it builds a different expectation of quality in yourself as an engineer. It's a compliment. It really is a compliment to an engineer to hold them to a high standard. If they can't make it, then they get fired. That's another compliment, is that I won't make you work with idiots. um so i think for that that's the culture that's great it's also because the stakes are so high that people people understand that if you were building some crm tool and everyone who works for me has been on a ride-along yeah they understand what policing is like they understand what the stakes are uh and i think that's really important say actually say more about that so they so you you did ride-alongs as sort of the way to get to know police departments and to just understand what you might be getting into.

44:51This is before you decided you were building the product that you were building, right? When you got started with these ride-alongs? No, I think it was after. I had correctly assessed just from the numbers that this was way too much time to spend on paperwork.

45:08But yeah, I've been on 39 ride-alongs now. And everyone who works at ABLE has to go on a ride-along. They also have to go through a whole FBI background and all this stuff to just be around this kind of data. But they have to go on a ride along and they need, because it's such a foreign world. If I described like a marketing manager's job to you in like five minutes, you'd be like, okay, I think I get it. Thank you. If I described like a police officer's job to you, you wouldn't even know, you still wouldn't have enough context to start asking questions about what they do every day. so just hanging out with cops and seeing what it's like and listening to them complain I had the great benefit of being embedded with an agency and what that produced was ongoing relationships with officers multiple ride alongs with the same officer a lot of times you do your first ride along they kind of feel like they're hosting someone they want to hopefully get in a pursuit tonight you know stuff like that when you do your fourth ride along with someone they'll be like dude you would not believe the shit that my sergeant just told me and like that's when you really learn about problems that's when you learn about how policing is broken that's how you learn about how agencies get broken uh so there's been a massive amount of benefit for me is just being a regular somewhere um but yeah everyone who works here definitely needs to know what it's like to be an officer what it's like to ride shotgun with next to a shotgun do they do that before they join or is Is that after?

46:40But they get told that they will have to. Interesting. And maybe we'll transition to a couple of questions about just like how you think about solo founding versus not. I know we've covered that. But before we do, I think that something that's really interesting is oftentimes when you talk to solo founders, they're working on something that they have a personal experience with. Not always, but often. and I'm not necessarily they were experts in it but they had some they had some interaction with it I guess like you had this interaction with this personal experience where your friend had this really terrible situation and you felt like these police officers were trying their best they just couldn't actually do more than they could because they were so under-resourced um can you share a little bit more about that process of finding that first that first agency to embed yourself with oh that was so hard because I think that this is really I think it's really hard but i think that the benefit of it is just so incredibly valuable for you as a company for the what you're doing for the world and i think that more people should um should at least really consider like putting in that work to really find a place that they can embed to have an impact and i think that oftentimes you know people move towards the the place that has less resistance um so i'm curious if you could share a little bit about that story of getting to a place where you were able to embed is I think that essentially, I think you've said that sort of unlocked everything for you.

48:06Yeah. I mean, I knew that there was no easy way around this because we had to get a first agency and we really couldn't build fully until we had access to body cam footage. And you can see body cam footage on the internet that's all redacted, but we needed unredacted real body cam footage. So I knew there was no way around it. We had to get into an agency in order to really build the product and to really understand I never written a police report right like what is that like like what and it turns out it's a very nuanced thing it's a really nuanced like way of writing and and there's a lot of training that they go through for it uh because most of these guys were not English majors and so there's a lot of work they got to do on it um but yeah I remember so I started out and I live in San Francisco we have a police department.

48:56I started going with them, working with them, trying to figure out. I got all the way up to the CIO, had a meeting with him, and it was just red tape everywhere, as you might imagine, from a really large agency. So my girlfriend had helped me make these little flyers, and I went around like a little Boy Scout all around East Bay, passing out these flyers to agencies, and most agencies did not think this was a reasonable idea. There's a certain sanctity to the police report. It's a critical document. It's really viewed that way in policing, which is good. And so when you're just a random guy coming in and be like, hey, I'm from tech and I want to use AI to write your police reports.

49:38They're like, is this legal? Why would you? It wasn't until we found Richmond and I did a demo for the admin captain at Richmond and I had been making fake body cam footage by just holding my phone to my chest and warning my friends for littering and other dumb little things and he watched one of these videos and read the report that came out and I remember the demo ended and he's staring at the screen and he's like, that bitchin. You have got to do that here. And I was like, hell yeah. So that was like, that took a month of just driving around getting rejected by a lot of people to really finally get someone who actually took this idea seriously.

50:25It's because Richmond is understaffed. There's a great thing they talk about somewhere in the bowels of Bookface and the guides on there where they talk about finding early adopters. You've got to find people who really feel the pain. like you won't sell to you know these like blue chip customers immediately like they're fine they don't need you you're a weird freak uh you got to find people who are really suffering the pain point and those are your early adopters and if they're not like that skip over them like just hurry up like find those people who are suffering so finding agencies that were like really suffering was like the initial thing and richmond was suffering and so being able to go there and figure that out with and learn learn the fact about how how the suffering actually translates which is like officer burnouts people work in 60 hour weeks huge overtime bills for the city like strained relationship between the police and city council because of it all these different things and then they were like you can come in here and do whatever you need to do to get this off the ground we just really want people to be able to use this here and so then that's when i could just go on as many write-alongs as I wanted.

51:41And that was huge. That's incredible. Maybe, maybe we can sort of close this with this thing that I think I really love to get people's perspective on. Again, we kind of covered a little bit of this, but I'd love for you as much as possible. I know that you're really sort of anti-co-founder or very pro-solo founder. What's sort of the bear case for someone being a solo founder? Like what's the reason that somebody shouldn't? Because there are probably some people who might make great co-founders, but maybe wouldn't make good solo founders. I'm curious if you have any takes on that or any thoughts.

52:14Yeah, I think if you have a huge, huge blind spot. I've met engineers who are really talented and they just have no sensation for design. And it's like, okay, you should not be a solo founder. If you build something up from zero and every engineer who's good, the cost of building something is low enough that they've done it, right? They've had side projects. And if they never get any traction, then it's probably because your interface and design and something about the marketing or the way you position things is just not good. You really got to be pretty well-rounded, I feel like, to be a really good solo founder or have access to a really great first hire.

52:59But overall, if you're an engineer with no sense of product, then no. I think that's a bare case that you should probably find some product guy or some sales-focused guy to latch into. If, on the other hand, you are a product-focused person who's got, and it can't just be the vagaries of your sense of yourself. It needs to be that you are a designer, basically. You need to be able to lay down figmas and actually make something that people can then translate into code, or you've got incredible market reach and some kind of hiring situation materializing for you, then I think you can be a solo founder.

53:46So yeah, the bear case is actually pretty strong. That encompasses a lot of people. There's also just the people who don't want to do sales. And it's not that they're scared of doing sales or they don't think they're capable of it. Because those people can potentially be convinced that hey if you actually want to put an effort maybe you could become good at it if you won't do that for 50 equity in your company then you're nuts you're nuts like if you if you don't want to pick up the phone because of that and like you're going to give up 50 to a co-founder don't even start a company you're not serious enough like it's there's going to be so much other suffering you're going to have to do and you're inviting so much suffering by inviting someone into your life like that as a co-founder and the feeling of dragging someone's dead body up a mountain is not good so don't even do it if that's like i don't want to pick up the phone like come on dude like are you serious right now that's my message for that person that's great i mean that's that's really good to hear i guess um so let's let's flip it to the case for solo founding yeah uh so the case is you don't have to carry someone's dead body up a mountain you can get for 50 % equity an army of people to be working for you and you can fire all of them at any time you want which you can't do with your co-founder you maintain that solo authorship so people can feel your mental models throughout the entire product and the entire branding and all of that.

55:22It all feels really cohesive. So I think if you do have a good product sense, it puts you in a much stronger position to be building a product. And yeah, I don't know. If you get lonely, buy a puppy. Amazing.

From the publisher

Daniel Francis dropped out of high school, taught himself to code at a DC nonprofit, impersonated a laid-off Twitter employee to work for Elon Musk, and then built Abel Police — AI software that generates police reports from body cam footage, saving officers a third of their shift from paperwork. In this conversation, he shares the personal experience that led him to policing, why he believes solo founders have a massive authorship advantage, and his unfiltered take on co-founders, culture, and the emotional reality of building alone.

Topics covered:

  • The domestic violence experience that led to Abel Police
  • Officers spend one-third of their shift on reports — Abel's AI generates them from body cam footage
  • Every 115 officers on the platform = one life saved per year
  • Getting hired (and fired) by Elon Musk at Twitter
  • From mercenary founding ($30K MRR fitness app) to missionary founding (life-or-death stakes)
  • Catholic conversion and aligning company mission with faith
  • Solo founder authorship: why one brain creates more coherent products (Apple vs. Google)
  • The "Working at Abel" doc: floor on talent, ceiling on being an asshole
  • Anti-culture culture: "Hurry up, here's the tickets, move"
  • 39 police ride-alongs and embedding with Richmond PD
  • Bear case and bull case for solo founding
  • Why solo founders should give more equity to early hires (Carta data commentary)
  • Contracting as a sneaky hiring pipeline
  • The emotional reality: crying alone in the middle of the day — and never once considering giving up

Guest: Daniel Francis — Solo Founder and CEO, Abel Police. AI-powered police report generation from body cam footage. Former fitness app founder ($30K MRR). Economics and math, Florida State University. Self-taught engineer. 39 police ride-alongs. Catholic convert. High school dropout.

Notes & more from this episode: https://solofounders.com/blog/dont-be-greedy-with-equity-daniel-francis-on-solo-founding-and-building-for-police/

Apply to Solo Founders Program: https://solofounders.com/program

More from Solo Founders

All 32 episodes
Elon Fired Him, Now His AI Writes Every Police ReportSolo Founders · 56 min
Listen in VO