RIG
Transocean LTD.
stock NYSE

I’m a quant who taught ML in finance at NYU for 4 years, and have spent \~6 months building an AI workflow that produces long-form equity *primer* reports. Not selling anything; I’m looking for blunt feedback from analysts who do equity research for a living.
**What it does (brief)**
* Pulls public sources (filings, transcripts, ownership/insider, patent/R&D mentions, sentiment).
* Outputs a structured primer (business model, KPIs, financials/ratios, risks, comp set, pipeline/innovation, catalysts).
* All points are citation-backed to public links; no paywalled sell-side.
**Where I need your critique**
1. Biggest gaps vs. credible sell-side/independent work?
2. Sections you’d cut/condense for real-world usability?
3. Where would you *not* trust automation without a human pass?
4. Preferred output format: single PDF/HTML vs modular notes?
**Sample (mods: if links aren’t allowed, I’ll remove):**
RIG (Transocean) primer (HTML): [https://storage.googleapis.com/derek-snow-at-outlook-co-nz-public/sovai-agents-derek-snow-at-outlook-co-nz-positive-1a/tickercompany/RIG\_Transocean-Ltd/final\_report/RIG\_Transocean-Ltd.html](https://storage.googleapis.com/derek-snow-at-outlook-co-nz-public/sovai-agents-derek-snow-at-outlook-co-nz-positive-1a/tickercompany/RIG_Transocean-Ltd/final_report/RIG_Transocean-Ltd.html)
Happy to answer technical/process questions in the thread. No DMs, no waitlists, just trying to make this genuinely useful for practitioners.

I’m a quant who taught ML in finance at NYU for 4 years, and have spent \~6 months building an AI workflow that produces long-form equity *primer* reports. Not selling anything; I’m looking for blunt feedback from analysts who do equity research for a living.
**What it does (brief)**
* Pulls public sources (filings, transcripts, ownership/insider, patent/R&D mentions, sentiment).
* Outputs a structured primer (business model, KPIs, financials/ratios, risks, comp set, pipeline/innovation, catalysts).
* All points are citation-backed to public links; no paywalled sell-side.
**Where I need your critique**
1. Biggest gaps vs. credible sell-side/independent work?
2. Sections you’d cut/condense for real-world usability?
3. Where would you *not* trust automation without a human pass?
4. Preferred output format: single PDF/HTML vs modular notes?
**Sample (mods: if links aren’t allowed, I’ll remove):**
RIG (Transocean) primer (HTML): [https://storage.googleapis.com/derek-snow-at-outlook-co-nz-public/sovai-agents-derek-snow-at-outlook-co-nz-positive-1a/tickercompany/RIG\_Transocean-Ltd/final\_report/RIG\_Transocean-Ltd.html](https://storage.googleapis.com/derek-snow-at-outlook-co-nz-public/sovai-agents-derek-snow-at-outlook-co-nz-positive-1a/tickercompany/RIG_Transocean-Ltd/final_report/RIG_Transocean-Ltd.html)
Happy to answer technical/process questions in the thread. No DMs, no waitlists, just trying to make this genuinely useful for practitioners.