Methodology

How STOCKVIEW AI thinks

We optimize for institutional clarity: transparent inputs, structured outputs, and explicit confidence. STOCKVIEW is educational software — not a broker and not licensed advice.

1. 1
   Ingest market data

   Quotes, fundamentals, flow, news, and corporate actions from connected sources.

2. 2
   Attribute freshness

   Every critical surface can label LIVE, CACHE, or DEMO so investors know source quality.

3. 3
   Structure the note

   Executive summary first, then evidence, risks, bull/bear, and expandable depth.

4. 4
   Aggregate decisions

   Decision Center and Conviction Layer combine existing modules — no hidden second model.

5. 5
   Track outcomes

   Accuracy and trust systems measure what worked so the desk improves over time.