01
Ask for an outcome
Define whether you need a summary, evidence table, risks, inconsistencies, or a decision brief. Specific outputs improve reviewability.
- Executive summary
- Key obligations
- Contradictions
- Questions to resolve
Use case · Document analysis
Match the document to a model that can actually hold it.
AINA accounts for plan and model context limits, vision needs, billing-path eligibility, and model health when routing document-analysis work.
02
Context-aware routing
Long inputs favour models with verified context headroom, while image pages require vision support. Extended context is never charged silently.
- Plan context limits
- Model context limits
- Output reserve
- Explicit extended-context choice
03
Review remains essential
For legal, financial, medical, or compliance documents, treat AI output as assistance and verify against the original.
- Quote checking
- Page references
- Missing sections
- Professional review
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