---
title: "BakerHostetler's ROSS Deployment: A Checkpoint Placed Where It Counts"
canonical: "https://current.tinyfish.ai/issue/29/practitioners-corner/article/16268/bakerhostetlers-ross-deployment-a-checkpoint-placed-where-it"
publication: "TinyFish"
publisher: "TinyFish"
language: "en-US"
guide: "https://current.tinyfish.ai/llms.txt"
issue: 29
section: "practitioners-corner"
section_name: "Practitioner's Corner"
published: 2026-05-13
updated: 2026-05-14
word_count: 79
source_links: 0
---

# BakerHostetler's ROSS Deployment: A Checkpoint Placed Where It Counts

*May 13, 2026*

[Read on the website](<https://current.tinyfish.ai/issue/29/practitioners-corner/article/16268/bakerhostetlers-ross-deployment-a-checkpoint-placed-where-it>)

BakerHostetler pointed ROSS Intelligence at 27 terabytes of bankruptcy filings and told it to surface citations, retrieve documents, and identify precedent. Attorneys kept one job: deciding what the research meant.

The 60% reduction in research hours didn't come from removing humans. It came from concentrating them at the interpretation layer, where professional judgment is both legally required and genuinely load-bearing. Pattern-matching got automated. The moment where context meets liability stayed human.

That's a checkpoint designed around consequence, not comfort.

## More

- [Practitioner's Corner — Issue 29](<https://current.tinyfish.ai/issue/29/practitioners-corner/markdown>)
- [Issue 29](<https://current.tinyfish.ai/issue/29/markdown>)
- [Publication guide](<https://current.tinyfish.ai/llms.txt>)