Can AI Write Deep Strategic Business Reports?
More and more, I am seeing complex reports automatically generated by Claude Opus 4.7 and by Chat GPT, especially in its "deep research" mode. (I have the $20 subscriptions to each).
I gave both AI's a prompt to do a business analysis of two competitors in the digital pathology space (I chose Philips and Roche). Claude Opus took about 15 minutes to generate a 13-page report. Chat GPT in "deep research" mode took about a half hour for a ten-page report.
Here's the take-home lesson, per Chat GPT:
- Two LLMs were given the same business-research prompt: compare Philips and Roche/Ventana in the U.S. digital pathology market.
- The results were both useful, but revealingly different.
- Claude Opus produced the more vivid strategy memo, framing Philips as a “platform-of-platforms” and Roche as an integrated diagnostic “system of record.”
- ChatGPT Deep Research produced the more cautious diligence brief, emphasizing FDA status, RUO caveats, U.S. commercialization limits, and reimbursement realities.
- In short: Claude gave the sharper narrative; ChatGPT gave the safer client memo.
Find the full 27-page PDF, which opens with a two-page comparison, and then reproduces each report in full.
