Use DGS when the problem is too complex for a simple answer, too important for generic tools, and too unresolved for normal workflow systems. DGS is useful when the central problem is not missing text but missing operating architecture: the case boundary, theater boundary, control break, ownerless zone, missing decision, or pilot path is unclear.
The best fit is work that needs structure, bounded reasoning, and explicit decision logic.
- Decision architecture.
- Strategy architecture.
- Blocker mapping.
- Validation planning.
- Proof-object construction.
- Mission route design.
- Hard-problem decomposition.
- Selected-theater campaign framing.
- Pilot implementation packaging.
- Execution architecture.
DGS is the wrong tool for casual or unsafe use.
- Casual chat or entertainment.
- Simple search or answer retrieval.
- Final professional judgment without review.
- Regulated deployment without qualified validation.
- Emergency decisions requiring real-time authority.
- Unsafe, unlawful, or harmful activity.
A serious user should approach DGS expecting architecture that will still require professional review, empirical validation, operational testing, or institutional sign-off depending on the domain.