The Ledger
Every statement that passed quotation and attribution checks. Mix any filter with any other: certainty 1/5, debate potential 5/5, or both at once.
why aren't all 39 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 0 checkable ones are still open, waiting for their date. predictions held up or didn't; assertions are supported or contradicted. on every card: ▮▮▮▮▮ certainty · ▮▮▮▮▮ debate potential. speakers are clickable
Howie Liu: AI Productivity Gains Could Drive Net Employment Growth
“There's a potential world that was certainly not guaranteed where we find ways to use more human potential and employ more people because each person is made more productive by AI.”
Howie Liu: Except Atlassian, Every Enterprise Product Eventually Needs Top-Down Sales
“Save for Atlassian, I think every great enterprise product eventually has to, you know, be sold to a senior, a strategic buyer, right? In the enterprise”
Howie Liu: Enterprises Are Nowhere Near Mass AI Deployment Yet
“So we are nowhere near, in my opinion, the tornado of every enterprise just knows they want AI in, in in heaps and is very ready to go and grow their own resources at deploying AI into every quarter of the company, right? Maybe that'll happen. Maybe the train …”
Howie Liu: $1M ARR Is the True Threshold for Real Enterprise Accounts
“In my mind you know, in, in my crash course on enterprise that I've gained over the past 10 years of you know, of, you know, doing the PLG thing and then shifting into an enterprise centric model, I think a million dollar logo is really the threshold of being …”
Howie Liu: Airtable Will Grow to Surpass Its Peak $11B Valuation
“If we do well at executing on the durable growth playbook, we figure out, you know, how to sell differentiated value into the enterprise and do it repeatedly you know, there will, you know, for sure be a breakeven point where we are worth our previous valuatio…”
Howie Liu: No-code market will be as big or bigger than cloud computing
“We think that this category could be worth literally tens of billions, if not hundreds of billions of dollars in the future, right? This is going to be as big or bigger than cloud computing.”
Howie Liu: AI Services Companies Will Guide Early Enterprise Adoption
“I think services companies will definitely play a very important role. For how long and how much of the cake they take versus application companies, your guess is as good as mine. But I think especially in these early innings, the services companies are going …”
Howie Liu: Turnkey Enterprise AI Platforms Do Not Exist Yet
“Having a really, really robust platform or solution that comes out of the box with all of these capabilities, which, you know, candidly, I don't think exists yet.”
Howie Liu: Software Companies Under $1B Revenue Are Still Upstarts
“I think any company sub one billion in revenue is, is is an upstart compared to the enterprise type, you know, whether you're Salesforce or service now, or obviously you know, the big thing companies, we're just still operating at a much smaller, leaner scale …”
Howie Liu: Whiteboarding and Document Editing Software Are Screaming to Be Bundled
“And I think for those products, or if you're doing whiteboarding, or if you're doing any kind of like free form or a very generalizable document editing I think those products are screaming to be bundled, right? Because they, they're very broadly applicable.”
Howie Liu: Active-to-Paid Seat Ratios Are the Shallowest Enterprise Software Metric
“I think the thinnest or the shallowest analysis that enterprises are doing is that active to usage, or sorry, active to paid ratio calculations.”
Howie Liu: Utility SaaS tools have no upper bound and can coexist
“And so I think like, especially since in SAS and these productivity or utility oriented areas, like there's no upper bound to how many new services can come out and create additive value. Like with consumer social, for instance, there was a finite amount of ti…”
Liu: Airtable plans to build a third-party developer ecosystem
“We certainly have plans from a platform standpoint to enable even more extensibility of our product and create an ecosystem of application developers on top of Airtable that help add that kind of final mile of solution specific functionality to Airtable so tha…”
Liu: Airtable Will Evolve Beyond Spreadsheets Into Full Custom App Platform
“And I think the next five years are really about us Taking that starting point and really further bolstering and extending what you can build on top of Airtable. And namely, I think to offer more layers of customization into the platform itself so that when it…”
Howie Liu: Single-User Software Cannot Support Outbound Sales Economics
“If you're taking a single user product out to market it's just harder to make performance marketing work. It's harder to make, you know, you can't really make outbound sales work, right? The economics of, You know, pitching a single user who pays a single and …”
Howie Liu: Slack and Dropbox Function as Vertical Products
“Some horizontal products are actually, you know, a vertical of their own, right? When I think about, you know, a Slack or a Dropbox, I think they actually fall into a very well-defined category in my mind. Like, You know what you're going to use Slack for. You…”
Howie Liu: Generative AI Will Be More Disruptive Than Cloud Computing
“I think with Gen AI, we're gonna see more and more use cases get you know, get powered by AI, right? And it's gonna attack all these different functions, industries, et cetera piece by piece, and so the total amount of disruption in that is, I think, just a lo…”
Howie Liu: Enterprise AI Adoption Remains in an Early Education Phase
“And there's also just a you know, we're still in the education phase where I think every enterprise is, is getting savvy as we speak or trying to get savvy as we speak in terms of what is, you know, what is an LLM? You know, what are these basic primitives, ri…”
Howie Liu: OpenAI Lacks Self-Hosted Deployment for Enterprise Infrastructure
“OpenAI, for instance has an amazing model offering but right now they don't have a way for you to deploy in a, you know, self-hosted way inside your own infrastructure if that's something that, that you care about, right?”
Howie Liu: Open-Source AI Will Solve Enterprise Self-Hosted Deployment Needs
“And of course, there are going to be open source models that help bridge that gap. You're going to be able to adopt your own models that are pre-trained.”
Howie Liu: Microsoft Copilot Will Drive Significant ARPU Growth Across Office
“When you think about like Microsoft's co-pilot offering, it's going to add significant ARPU to every single seat of office, which is a massive install base, right?”
Howie Liu: AI Will Enable Both Adobe and Canva to Grow
“I don't think it has to be purely a, you know, winner takes all, you know, Adobe wins and Canva loses type of equation, right? I think AI could actually enable both Adobe and Canva to grow and to actually create disruptive experiences”
Howie Liu: Enterprise AI Adoption Will Be Iterative, Not a Massive Wave
“Personally, I don't know if there's anything particularly special about next year. I mean, I think every month, That goes by enterprises are getting more savvy about AI. You know, I'm seeing it in my conversations with enterprises, you know, today versus three…”
Howie Liu: Enterprises Are Consolidating 50 Collaboration Tools Down to Three
“Some enterprises I've talked to, they literally have thousands of SaaS products, and they're trying to consolidate down you know, 50 different collaboration tools into three, right?”
Howie Liu: Airtable Signed Its First $1M ARR Contract in 2019
“I think it happened fairly early for us. I would, I think probably 2019 roughly. So maybe a year after we got our unicorn valuation you know, that was four years after launch admittedly, and we had gotten a lot of PLD adoption. We were well at the, you know, m…”
Howie Liu: Aggregated SaaS Time-Savings Claims Exceed a Full Workweek
“If I added up all the supposed time savings that every collaboration product you know, claims, you know, my employees would have negative hours of work to do every every week, you know, like say five hours with this tool, say 10, which say five, you know, it a…”
Howie Liu: Airtable Scaled From $1M to $10M Revenue in Under a Year
“I think we went from, you know, one to ten million in revenue in a little over a year.”
Liu: Tackling massive opportunities requires deliberate upfront investment over quick wins
“To really think about first, what is the massive opportunity that you want to go after and then be a little bit more deliberate in terms of how you get there, right? Which is not to say you want to go slow, but sometimes you have to go and invest more upfront …”
Howie Liu: Remote work relies on management processes, not just software tools
“I think a lot of it comes down to process that happens outside of the tools as much as the tools.”
Howie Liu: Solving the wrong problem is Airtable's biggest source of inefficiency
“I think the biggest source of inefficiency or failure It tends to be for us at least rework or work that was well done, but for the wrong problem.”
Howie Liu: Treat advice meetings as open-ended exploration, not confirmation
“And yet I still found it extremely valuable to talk to the folks that I could write and always treat every introduction, every learning opportunity as a chance to not just kind of go and confirm something I already believed in or knew, but really treat it as m…”
Liu: Airtable serves users ranging from dentists and cattle farmers to Nike
“Dentists are using Airtable today to manage their operations. I mean, we see lawyers using Airtable for case mapping. We see cattle farmers using Airtable to actually like keep track of literal cattle and inventory. And then all the way up to large enterprises…”
Howie Liu: Technical architecture is not the hard part of building platforms
“The hard part of building a platform is not even necessarily the actual technical or the product aspects of the platform, right?”
Liu: Founders should extract context and critical questions from investors, not answers
“I think it comes down to getting the valuable context rather than a specific answer. You know, I think that the best investors or thought partners in general are really those who, if you were to ask them, well, how much should we charge for a product or should…”
Howie Liu: Airtable Neglected Go-To-Market Strategy in Its Early Days
“In hindsight, we didn't think enough about go to market model in the early days of the company, we just focused on building a good product and, you know, happily and luckily that was good enough to get us to the next phase where we did start thinking about go …”
Howie Liu: Airtable Spent 2.5 Years Building Its Product Prior to Launch
“AirTable took two and a half years to build the product before we even launched.”
Howie Liu: Providing strategic context is the hardest and most vital leadership duty
“What really then becomes the bottleneck in success is, I think, ensuring that everybody has the right strategic context, not just given the specific tactical instruction of do this very narrow problem, but really has the broader framework of understanding why …”
Liu: Peter Fenton excels by combining systems thinking with human empathy
“Yeah, what makes Peter special as a investor, and more importantly, as a thought partner to, I think, the CEOs, the portfolio companies that he gets involved with as a helpful partner, is he's basically, on one hand, very much a systems thinker, right? There a…”
Liu: Ray Tonzing Was Airtable's First Investor Before Company Founded
“I'm pretty sure it was Ray Tonzing, and in fact, Ray had even told me before Before I officially started working on Airtable, that since we had known each other through my prior company, that he was eager and excited to invest, and I think he even verbally com…”