4 quotes from 1 episode on Latent Space, each with a timestamped link to the source.
4 quotes1 episode
The short version
Jacob Lauritzen stated that selling enterprise AI requires strict compliance with client infrastructure rules. Vendors host their entire stack on Azure because law firms already accept Microsoft as an approved secure vendor.
Most interesting insights
Fine-tuning open weights models works for specific tasks where they beat frontier models on cost and latency.
“We haven't fine-tuned any models up until now. I think now in the past few months open weights models have become extremely capable and so we will do it for certain tasks where we think there's a huge delta between what a frontier model can do at the cost and latency versus what we think a post-trained model can do.”
Jacob Lauritzen, Latent Space · November 2026 · Watch at 53:13 ↗
Model routing evaluates speed, cost, governance, and regional availability along a Pareto frontier.
“…bringing our clients along on the Pareto frontier and the map of all the models and what they're good at and their latency and their cost and their governance and their regional availability.”
Jacob Lauritzen, Latent Space · November 2026 · Watch at 30:14 ↗
Customer deployments separate legal and technical engineering
Legal engineers configure the product as power users without touching any code. Forward-deployed engineers write production code to build custom integrations.
“Legal engineers configure the product as a power user would. They don't write code. And a forward deployed engineer writes code into production basically. I guess that's the separation.”
Jacob Lauritzen, Latent Space · November 2026 · Watch at 44:41 ↗
Law firms reject AWS outright because their IT teams already maintain security approvals for Microsoft 365. Jacob Lauritzen said hosting everything on Azure matches the approved vendor list.
“Microsoft is an approved vendor in their mind and so we had to host everything on Azure…”
Jacob Lauritzen, Latent Space · November 2026 · Watch at 29:21 ↗
Law firms rejected AWS outright during Legora's early sales cycles because their IT teams already maintained security approvals for Microsoft 365.
Legora cut third-party APIs like ElevenLabs entirely because every extra external service expands the Data Processing Agreement (DPA) and stalls enterprise sign-off.
Legora splits customer deployment between legal engineers who configure workflows and forward-deployed engineers who write production code.
Legal engineers are typically former Big Law associates with three or four years of firm practice, often holding computer science degrees, who configure product primitives without touching code.
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