Keep pulling the thread on Jake Heller.
The legal AI company Casetext was acquired by Thomson Reuters for $650 million in an all-cash deal.
Upon gaining access to GPT-4, Casetext pivoted its entire company to build a new product, CoCouncil, based on the technology.
The total addressable market for AI applications that replace human labor is equivalent to the combined salaries of the people currently performing those jobs.
The revenue potential for AI applications is orders of magnitude higher than traditional SaaS, with pricing potentially reaching $5,000 to $20,000 per month, comparable to professional salaries.
A "mass extinction event" is predicted for AI startups because a significant portion of their reported revenue is from pilot programs that will not convert into long-term contracts.
For building deterministic AI workflows, simple Python code is often more effective than using complex frameworks like LangChain.
Casetext received early access to OpenAI's GPT-4 model in the summer of 2022.
Prior to its pivot to generative AI, Casetext had approximately $20 million in revenue and 100 employees.
At Casetext, 30% to 40% of employees, including some software engineers, were also lawyers.
Many AI startups are able to raise venture capital with demos that are only 60-70% accurate and ultimately fail in production.
Casetext's customers preferred a predictable, per-seat pricing model of $6,000 per year over a usage-based model.
According to Satya Nadella, "forward deployed engineer" is one of the fastest-growing roles at startups.