Solution blueprintHealthcare

Clinical report summarisation for a hospital

An assistant that turns long reports and discharge notes into structured summaries for clinicians, with every statement linked to its source.

Solution blueprint. This describes how BigAI delivers this type of project, using our products and methods. It is not a specific client engagement.

The challenge

Clinicians spend valuable time reading long histories, lab reports and notes to find the few facts that matter for today’s decision.

Our approach

  1. Agree the summary format with clinicians for each department.
  2. Ground the language model in the patient’s own records only, with citations.
  3. Evaluate summaries against clinician-written references before use.
  4. Integrate into the clinician’s existing workflow.

The solution

  • BigHealth summary module
  • Source-linked summaries
  • Evaluation suite
  • Hospital system integration

What we measure

  • Clinician-rated accuracy and completeness
  • Reading time saved per patient
  • Rate of unsupported statements (target: zero)

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