Fintech / trading · Module 6
Reading the AI hype cycle for finance markets
For market-facing teams who need to separate real assistance from vapor.
The market AI hype cycle rewards confident automation language, but institutional workflows depend on evidence, oversight, timing, and reviewability.
A useful claim names the workflow boundary, data dependency, reviewer role, and failure mode.
A weak claim asks the buyer to trust the demo more than the evidence trail.
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Scaffold source: docs/runbooks/phase-3-fintech-industrial.md#e030