Intelligent metabolic and hormonal care management with longitudinal trend analysis

Endocrinology

Diabetes management, hormone tracking, and metabolic monitoring workflows for endocrinology practices

08:30 — a diabetes review begins.

A patient with type 2 diabetes sits down with three months of continuous glucose data and a rising HbA1c. TUCAN charts the glucose trend, surfaces the time-in-range decline, and drafts a structured visit note with a proposed insulin adjustment — the endocrinologist confirms the titration, the interaction check clears, and the updated care plan and code are attached before the next patient is called.

What your practice gains

Control seen sooner

Glucose, HbA1c, and hormone labs are trended against baseline, so shifts surface before the next visit.

Drift caught early

Metabolic and thyroid values are read across encounters and flagged when they move out of range.

Notes that keep pace

Visit documentation is drafted from the encounter and labs instead of typed after the clinic.

Coding without the afterthought

The matching GOÄ/EBM code is proposed with each note, so nothing billable slips away.

Follow-up that carries itself

Monitoring intervals and reviews are scheduled with prior results carried forward automatically.

Clinical Use Cases

Diabetes Care

Track HbA1c and glucose trends, manage insulin titration, and monitor complications through a structured diabetes care plan.

Thyroid Disorder Management

Serial thyroid panel trending with medication response monitoring and structured dose adjustment documentation.

Metabolic Syndrome

Combine lipid panels, weight, and blood pressure into risk-stratified workflows for metabolic and cardiovascular prevention.

What changes for your practice

Metabolic intelligence

Glucose, HbA1c, and hormone panels are read as one longitudinal signal with anomaly alerts, not isolated lab values.

  • Continuous glucose and HbA1c trended with target-range and time-in-range tracking
  • Thyroid, adrenal, and reproductive panels flagged against reference ranges
  • Unified metabolic dashboard combining weight, lipids, and blood pressure

Documentation that writes itself

Structured visit notes and care plans are drafted from the metabolic review instead of typed after it.

  • Structured Encounter note generated from the trend review
  • Evidence-based diabetes and thyroid care plans with measurable goals
  • One-click correction rather than blank-page dictation

Safer dosing

Insulin and hormone regimens carry calculators, interaction checks, and titration tracking end to end.

  • Insulin dosing calculators with regimen documentation
  • Interaction checks before the prescription is signed
  • Titration tracked against glucose and hormone response over time

The connected pipeline

  1. Data intake

    Continuous glucose, HbA1c, and hormone-panel results are pulled into a single trended view before the visit.

  2. Trend analysis

    TUCAN charts the metabolic trends, surfaces anomalies and time-in-range decline, and proposes a documented adjustment.

  3. Clinician review

    The endocrinologist confirms or adjusts the regimen and records the plan directly in the chart.

  4. Structured note + coding

    A structured visit note is generated and the matching GOÄ/EBM billing code is attached automatically.

  5. Monitoring & follow-up

    Glucose recalls, hormone re-checks, and titration reviews are scheduled with the trend history carried forward.

How the data moves

Data and lab intake

Metabolic history and lab results are captured through structured, scored forms.

TUCAN trend analysis

Glucose, HbA1c, and hormone labs are read into a trend with reference-range signals.

FHIR record

Labs, medications, and outcomes are written to the patient's structured clinical record.

Structured note + coding

A visit note is drafted from the reviewed encounter for the endocrinologist to confirm.

Monitoring schedule

Follow-up labs and reviews are scheduled with prior results carried forward.

Where the AI works

Each agent owns a distinct part of the endocrinology workflow, so the clinician stays in control of every decision.

TUCAN

Reads metabolic and hormone labs into a trend and flags out-of-range and drifting values before the clinician opens the chart.

Condor

Drafts the structured visit note and management summary from the reviewed encounter for one-click correction.

FlowAgent

Guides intake and follow-up steps, keeping monitoring intervals and reviews on track.

TW
Thomas WeberMRN-2026-0847
Penicillin Allergy
Allergies
PenicillinAnaphylaxisSevere
LatexSkin RashModerate
IbuprofenNauseaMild
Medications
Metformin 1000mgTwice daily
Lisinopril 10mgOnce daily
Aspirin 100mgOnce daily
Recent Labs
HbA1c6.8%High
LDL Cholesterol98 mg/dLNormal
eGFR> 90Normal

How Dudoxx delivers it

Metabolic trend analysis

Structured visit notes

Glucose & symptom diaries

Remote diabetes reviews

GOÄ/EBM coding

Integrations

Glucose Monitors

Data ingestion from continuous glucose monitors and connected glucometers for continuous trend analysis.

Lab Networks

Direct connectivity for hormone and metabolic panels with electronic ordering and automated result import.

Pharmacy Systems

E-prescribing for insulin and metabolic medications with refill management and medication history retrieval.

Ready to Transform Your Practice?

Get a personalized demo tailored to your specialty and practice size. All solutions are FHIR R4 native and run fully on-premise.