1. 1

    Patient data review

    Medication list, conditions, labs, and relevant history are assembled.

  2. 2

    Deterministic preprocessing

    Structured data, lab values, thresholds, and rule-based checks are handled by deterministic software wherever possible.

  3. 3

    Clinical logic

    Guideline-directed therapy opportunities are identified across cardiovascular, kidney, diabetes, lipid, and medication safety domains.

  4. 4

    AI-assisted documentation

    AI assists with pharmacist documentation, physician recommendations, patient summaries, and validation-ready outputs.

  5. 5

    Pharmacist review

    A pharmacist reviews, edits, confirms, and remains accountable for all clinical recommendations.

  6. 6

    Communication

    The platform supports concise, professional communication to prescribers and patients.

  7. 7

    Follow-up and measurement

    Future development includes implementation tracking, physician response, therapy initiation, monitoring completion, and outcome measurement.