KR
KRISHA
Knowledge-Rich Investment Screening, Heuristics, and Analysis
Orientation
Guide
Research versus advice
KRISHA is research support. Advice is a separate regulated activity.
Search terms like AI stock picks and AI investment advice are often used loosely, but they are not the same thing. KRISHA is positioned as market research and screening support, which means it helps you frame decisions without replacing regulated personal advice.
Key points
What to keep in mind
- Research helps you ask better questions and build a watchlist.
- Advice tells you what to do for your personal financial situation.
- Use KRISHA for clarity, then validate the output with your own judgment or a registered adviser.
Practical checklist
How to apply this guide
- Use research to narrow options and surface questions you still need to answer.
- Ask whether a decision depends on personal income, liabilities, tax, or life goals.
- Slow down when an output feels persuasive but your own context is still unclear.
Common mistakes
What usually goes wrong
- Assuming a shortlist is a personal recommendation tailored to your finances.
- Ignoring suitability, taxes, liquidity needs, or time horizon because the research looks neat.
- Treating a general market view as a substitute for regulated advice.
Why this matters
Use AI market research as a filter, not a shortcut
These guides are meant to help users compare names more deliberately, reduce noise, and use AI stock research as a first-pass screening tool rather than a substitute for judgment.
Go next