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Curious Context Labs

Healthcare · Agent

Medication list preparation

AI medication history gathering for pharmacist review

Medicines from letters, records and charts are gathered into one list with differences highlighted, for a pharmacist to reconcile.

01 today

The problem

When patients are admitted or move between services, their medicines must be checked against every source: GP records, discharge letters, care home charts and what the patient says. Gathering the sources takes pharmacists' time before the clinical work even starts.

02 the run

What the AI does

  1. Step 1: Collects medication information from the sources available, such as GP records, previous discharge letters and care home charts.
  2. Step 2: Lines up the medicines from each source in one table, with dose, frequency and when each was last recorded.
  3. Step 3: Highlights differences between sources, such as a dose change or a medicine on one list but not another.
  4. Step 4: Notes where each entry came from and how recent it is.
  5. Step 5: Places the table in the pharmacist's worklist for reconciliation.

paused: waiting for a person to approve

03 human in the loop

Where a person approves

A pharmacist or clinician reconciles every list and makes every decision about medicines. The tool gathers and compares; it never recommends starting, stopping or changing a medicine.

04 after

What changes

Pharmacists start reconciliation with the sources already gathered and differences highlighted, so more of their time goes on clinical checks.

Case studyGiving pharmacists the full medication picture before they startThe rollout, what to measure, a worked example and the research behind it.

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