Match the document to a model that can actually hold it.

AINA accounts for context allowance, vision needs, plan access, remaining credits, and model health when routing document-analysis work.

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
02

Context-aware routing

Long inputs favor models with verified context headroom, while image pages require vision support.

  • Plan context limits
  • Model context limits
  • Output reserve
  • Long-context credit multiplier
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

Try the workflow in AINA.

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