Rules-based ratings with AI explanations
AI-assisted stock ratings where the model makes the decision
Qualtix uses a deterministic model to score business quality, valuation, and entry timing. Red flags and data confidence are surfaced as context. AI explains the result in plain language but cannot create or override the verdict.
The important distinction is ownership: the model creates the stock verdict; AI explains it. This protects the rating from becoming a hidden chatbot opinion.
Qualtix uses AI to translate model output into plain language, answer follow-up questions, and help users understand what supports or limits the view.
What AI does
- Explains the business-quality, valuation, and entry-timing layers in plain English.
- Answers follow-up questions using the available model context.
- Helps users understand concerns, data limits, and what to research next.
What AI does not do
- It does not create, edit, or override the model verdict.
- It does not provide personalized financial advice.
- It does not know unexpected future news before it happens.
Qualtix is for research and education only. It is not financial advice.