Perspectives
Perspectives, not platitudes.
Investment perspectives, market analysis, and growth playbooks from 30 years of backing Founders. What we've learned, what we're seeing, and what actually works.
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AI Apps
Trends
New Ideas In AI: Agents, their role, and viability in today’s world
Quick recap and video of the talk from our latest New Ideas in AI dinner series with guest speaker Joon Sung Park, who spoke about Generative Agents.
Article
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Infrastructure
Portfolio
The Second Wave of DevOps: Our Investment in System Initiative
Announcing our investment in System Initiative's Series A.
Article
Ariel Tseitlin
Portfolio
Blasting Into Transportation Software With Rose Rocket
Announcing our investment in Rose Rocket's TMS, a system of record that trucking and logistics companies use to manage their business, from quote to cash.
Article
Portfolio
Alex Niehenke
AI Apps
Open-sourcing the Scale chatbot
Applications that enable a natural language interface between people and data will be at the forefront of LLM enterprise adoption. At Scale, we launched a chatbot to increase access to information about our firm, but we also built it ourselves to gain an understanding of the solutions space. We've just published a blog post where we explore the architecture and share conclusions from this experience. We're also making the full source code available and free to use.
Article
AI Apps
Javier Redondo
Scale Studio
The Liquidation Survival Guide and Model: Vol 3
With participation, they don’t have to make that choice and can get their preference while also participating in any common. Essentially, these series are double-dipping! This significantly juices the preferred returns of these participating series and reduces the non-participating preferred series and common returns.
Article
Go To Market
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Scale Studio
The Liquidation Survival Guide and Model: Vol 2
In the first installment of our Liquidation Guide, we showed how to calculate liquidation under the cleanest scenario, with Non-Participating Liquidation Preference and No Seniority (the base case). Today, we’re going to explore how things change when we add seniority to a cap table.
Article
Scale Studio
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Scale Studio
Trends
Slowdown Mirrors Public Markets: Flash Update Follow-Up
We can clearly see above that public tech companies are seeing similar drop-offs in NDR to private SaaS startups. The median public SaaS NDR has fallen 10% from 121% in Q221 to 111% in Q123. While it’s a bit bumpy, the median NDR for SaaS startups has fallen a similar amount - down 8% from 112% in Q221 to 104% in Q123.
Article
Edi Danalache
Dale Chang
Scale Studio
Trends
Growth slows beyond expectations in Q1: Scale Studio Flash Update
Q123 data indicates that the growth slowdown is continuing - and most companies failed to meet even the conservative plans they set earlier this year. This was the fourth consecutive quarter of decrease in both top-decile and median year-over-year ARR growth, with only 22% of companies achieving their Q123 plans.
Article
Edi Danalache
Dale Chang
Scale Studio
The Liquidation Survival Guide and Model: Vol 1
This is a guide for entrepreneurs, venture capitalists, and others who have questions around terms, definitions, high-level scenarios, and structure.
Article
Scale Studio
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AI Apps
Trends
Cognitive Collective: RLHF Is Not a Magic Wand for Alignment
it is nearly impossible to define alignment, let alone achieve it. Human beings, in all their variance, capacity, and folly, make up the entire training pipeline, and we take such comfort in the fact that we call them all by the same name. But every human is individual, and models will change as their trainers do.
Article
Guest Author
AI Apps
What’s Up With Open Source LLMs?
We built a bot to help you get VCs off your back. Hopefully, this doesn’t put the author out of a job.
Article
AI Apps
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Trends
Verticals
These misconceptions about vertical software need to fade away
Segment-specific startups frequently outperform their horizontal counterparts and do so with greater efficiency, lower churn, and simpler GTM motions. So why the aversion from some investors?
Article
Alex Niehenke
AI Apps
Peeking under the hood with ChatGPT plugins
The way these plugins are designed is as open as I can possibly imagine, which means we can peek under the hood at how they are made. That is, if you know where to look. It also offers us a glimpse into potential business ramifications, which we’ll take a look at at the end of this post.
Article
AI Apps
Eric Anderson
Verticals
Some reflections on PROMAT 2023: Automation reaching new corners of the warehouse
Autonomy is making its way into more corners of the warehouse - from forklift operations, to depalletizing, to picking, packing, and trailer unloading. Several years ago, there was still a palpable skepticism around whether automation was here to stay. That mindset has now shifted: the same skepticism has been replaced by not just acceptance, but a series of questions around which automation solutions will be the right ones to choose.
Article
Verticals
Sam Baker
News from the Scale portfolio and firm
Investment perspectives, market analysis, and growth playbooks from 30 years of backing Founders.








