Question 1

How is this different from Claude, Gemini or ChatGPT?

Accepted Answer

General-purpose tools are built to give one confident answer. For a capital decision, that's exactly the wrong instinct. They average competing views into a single position, carry no track record on the question you're asking, and can land on a different answer next week with no way to see how they got there. Rayify takes the opposite approach. Each question runs through several expert lenses - bull and bear, macro, regulatory, thesis-specific - and the disagreement between them is what we show you, not something we average away. Every claim is tied to a verified source, and every conclusion can be traced and reproduced. You get an answer that holds up in front of an investment committee, not just a quicker one.

Question 2

What data sources do you have access to?

Accepted Answer

By default we work from company filings, the open web, a live news feed, and our own prior research. You can also bring your own materials - diligence documents, models, and reports in PDF, Word, Excel, or CSV - to ground the work in your specific situation. Everything is attributed to its source, so you can check where any claim comes from. For ongoing engagements we can connect premium feeds on request: Bloomberg, Refinitiv/LSEG, Factiva, the Financial Times, and S&P Capital IQ for market and company data; PitchBook and Crunchbase for private markets and deals; and official sources like the ONS, Eurostat, IMF, World Bank, and OECD for macro figures. We can plug into your own deal systems too.

Question 3

What does an engagement actually look like?

Accepted Answer

It starts with a defined question - a portfolio call, a market scenario, an investment thesis - and you can frame it around your own context. For a first engagement we run a short scoping session to turn that into a precise brief, do the work, and walk you through what we find. After that you can send questions straight in and get a faster turnaround. The deliverable is a brief you can act on: five sections, around a ten-minute read, covering the strongest case for and against, the assumptions most likely to break, the main knock-on effects, the dissenting views worth your attention, and the evidence behind every claim. A lot of clients run it alongside their own analyst to compare.

Question 4

How long does a stress-test take?

Accepted Answer

Days, not weeks. You'll have an initial read within about an hour of the question being finalised, and the full brief, every source verified, within a day. It's built to fit inside a live decision window, before conviction hardens into exposure.

Question 5

Who sees our inputs?

Accepted Answer

Engagements run under an NDA by default. We keep nothing once the work is done, and we never use what you give us to train our models. Your documents are encrypted and private to your account, never pooled or shared, and anything you delete drops out of future work. Access is limited to the team on your engagement, for that work only.