Diagnostics Intelligence

Turn IVD and lab data into clinician-reviewed insight.

Normalize bloodwork, biomarker panels, and diagnostic reports into longitudinal patient profiles that support safer therapy review and personalized monitoring.

Third-party lab data normalization for downstream algorithm modules. Designed for FDA clearance pathway as Software as a Medical Device; no clearance has been granted. Concept-phase prototype.

BiomarkerValueTrendReferenceStatusCollectionSourceProvenance

HbA1c

LOINC 4548-4

6.1 %5.4→6.14 to 5.6 %high2026-04-20Third-party CLIA/CAP lab
lab report

ApoB

LOINC 1884-6

115 mg/dL102→115- to 100 mg/dLhigh2026-04-20Third-party CLIA/CAP lab
lab report

Lp(a)

LOINC 43583-4

80 nmol/L78→80- to 75 nmol/Lhigh2026-04-20Third-party CLIA/CAP lab
lab report

eGFR

LOINC 98979-8

72 mL/min/1.73m281→7290 to - mL/min/1.73m2low2026-04-20Third-party CLIA/CAP lab
lab report

ALT

LOINC 1742-6

42 U/L28→427 to 35 U/Lhigh2026-04-20Third-party CLIA/CAP lab
lab report

IVD/lab workflow

From diagnostic reports to traceable decision support.

Lab result ingestion

Support CBC, CMP, lipid, HbA1c, ApoB, Lp(a), hs-CRP, thyroid, vitamin, renal, liver, hormone, and therapeutic monitoring data.

Biomarker trend analysis

Display longitudinal placeholders so clinicians can review values in context instead of isolated snapshots.

Diagnostic report normalization

Model panels as FHIR-ready DiagnosticReports and individual biomarkers as Observation-like records.

Medication safety context

Connect renal, hepatic, metabolic, and cardiovascular markers to clinician-reviewed medication safety flags.

Longitudinal monitoring

Combine lab values with wearable trends, medication timelines, and patient-reported tolerability.

Clinician-reviewed recommendations

Every insight displays trigger data, evidence placeholders, and careful review language.

FHIR-ready design

DiagnosticReport for panels. Observation for values.

The data model keeps IVD results integration-ready while preserving source, status, and collection context.

HbA1c, ApoB, Lp(a), eGFR, ALT, and hs-CRP observations
Third-party CLIA/CAP lab source placeholders
Reference ranges, status flags, LOINC placeholders, and collection dates
Rules-based insights with evidence-linked clinician review language

Early access

Bring Diagnostics Intelligence into personalized medicine.

See how pharmacogenomics, third-party lab results, medications, and wearable trends come together in a clinician-reviewed workflow.

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