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Clinical Lab Intelligence

See the clinical story behind every lab value.

PriorValue connects trends, timing, medications, and patient context — so clinicians can recognize what matters sooner.

Explore PriorValue See How It Works
Clinician-controlled Explainable context Evidence-linked
PriorValue — Medical Intelligence Synthetic Demonstration

Clinical Intelligence Overview

Synthetic demonstration only. No patient identifiers are displayed.

  • Adult
  • Age 62
  • Female
  • Type 2 Diabetes
  • Hypertension
  • CKD Stage 3a

Prioritized Context

eGFR declined 18% across 9 months

In the context of ACE inhibitor and diuretic therapy.

High clinical relevance Moderate confidence

Demonstration context for clinician review. Not a diagnosis or treatment directive.

Synthetic nine-month trend chart for creatinine, eGFR, and potassium Creatinine rises from 1.02 to 1.23 mg/dL, eGFR declines from 71 to 58 mL/min/1.73m², and potassium rises from 4.3 to 4.9 mmol/L across nine months. Annotations mark ACE inhibitor started, diuretic dose increased, and eGFR down 18 percent versus baseline.
ACE inhibitor started
Diuretic dose increased
eGFR −18% vs. baseline
Synthetic monthly trend values
MonthCreatinine (mg/dL)eGFR (mL/min/1.73m²)Potassium (mmol/L)
01.02714.3
11.04704.4
21.07684.5
31.05694.3
41.10664.6
51.09674.5
61.15634.7
71.14644.6
81.19604.8
91.23584.9

Kidney Function Context

eGFR 58 mL/min/1.73m² CKD Stage 3a
Trend
Down 18% over 9 months
Likely contributors
ACE inhibitor, diuretic, long-standing hypertension, diabetes

Context for clinician review.

Medication & Timing

  • Lisinopril10 mg daily
  • Chlorthalidone25 mg daily
  • Metformin500 mg BID
  • Atorvastatin20 mg daily

Synthetic medication examples.

Evidence Trail

Synthetic sources and compact demonstration label only.

Approach Guideline-aligned context
Confidence Moderate
Sources EHR + Claims
Reference KDIGO 2024

01Why PriorValue

See the pattern. Not just the number.

Laboratory Intelligence Built Around the Patient.

01

Longitudinal Context

See how lab values, treatments, and clinical events connect over time.

02

Explainable Insights

Clear, evidence-informed context for more confident clinical review.

03

Clinician-Controlled

Flexible views designed to support — not replace — clinical judgment.

02The core idea

A laboratory value is a moment. Clinical meaning lives across time.

One lab result can tell several different stories.

PriorValue keeps the laboratory result intact while layering patient-specific, measurement-aware context around it — so a number is never interpreted in isolation.

Isolated result

Creatinine 1.23 mg/dL H

Reference interval 0.60–1.10 mg/dL

One number — no history, no method, no context.

The same value, in context

Comparable measurements Same method, assay, and specimen across nine months.
Treatment and medication timing ACE inhibitor started month 1 · diuretic dose increased month 5.
Patient-specific baseline Personal baseline 1.02 mg/dL — the rise is graded, not abrupt.
Evidence and measurement integrity Governed thresholds and KDIGO 2024 reference context.
Clinician interpretation Assembled for review — conclusions remain with the care team.

Four lenses on every result

Laboratory

What the reference interval says — preserved exactly, including the original H/L/critical flag.

Personal

How this result compares with the patient's own longitudinal history and personal baseline.

Method

Whether the measurements are actually comparable across assay, unit, specimen, and method changes.

Context

What collection, therapy, or interference information may affect interpretation — surfaced, not hidden.

03Context changes the story

Every result exists within a stack of context.

PriorValue assembles laboratory values, personal history, therapy timing, measurement integrity, and governed evidence into one clinical view.

Without context

eGFR 58 mL/min/1.73m²

One number. No history. No method. No context.

With context — the same value

eGFR 58 mL/min/1.73m² CKD Stage 3a
Trends Down 18% over nine months, on comparable measurements.
Medications & timing ACE inhibitor and diuretic therapy on board.
Conditions Type 2 diabetes, hypertension, CKD Stage 3a.
Evidence KDIGO 2024 reference and governed thresholds.

Context changes the story — the value stays the same.

The layers of context

Personal baseline

Robust central tendency and within-person variation over comparable measurements.

Reference change

Governed biological-variation thresholds when available — never guessed.

Measurement quality

Assay method, platform, standardization, and quantification limits where governed.

Evidence provenance

Deterministic and inspectable — from result to source.

04How PriorValue works

From labs to a clearer clinical picture.

Each result is connected to what happened before it — so a value is never read alone.

Clinical-Context Pathway

  1. Labs

    Lab values assembled with their original context.

  2. Medications

    Therapy timing connected to each result.

  3. Clinical Context

    Trends, events, and evidence brought together.

  4. A Clearer Picture

    More confident, explainable clinical review.

05How it works

From result to understanding.

Move beyond dozens of isolated lab values toward a coherent patient-specific story.

01

Bring together laboratory data

Results assembled with their original values, flags, and reference intervals.

02

Establish measurement integrity

Assay, unit, and specimen comparability reviewed before any trend is drawn.

03

Connect medications and timing

Therapy starts and dose changes aligned to each measurement point.

04

Compare longitudinal patterns

Personal baseline and governed reference-change thresholds over comparable history.

05

Surface evidence-linked context

Relevant, governed context attached to the findings — never invented.

06

Keep the clinician in control

Every surface supports clinical judgment; nothing replaces it.

06Overview

Watch how PriorValue works.

A short overview of longitudinal laboratory intelligence — personal baseline, measurement quality, and evidence provenance around every result.

How context is assembled A result is never shown alone — trends, timing, and evidence come together around it.
How measurement integrity is verified Assay, unit, and specimen comparability are reviewed before any trend is drawn.
How clinicians stay in control Every surface supports — never replaces — clinical judgment.
PriorValue — Clinical Intelligence Overview Synthetic Demonstration

07Longitudinal intelligence

A result can be inside the range and still tell a different story.

A value may sit inside the population reference interval yet differ meaningfully from the patient's own historical pattern. PriorValue makes that visible.

What comparable trends reveal

Direction Rising across nine months
Velocity Graded — no abrupt jumps
Stability Sustained upward drift
Baseline displacement +0.7 mmol/L above personal baseline
Treatment epochs Diuretic dose increased at month 5
Timing relationship Rise follows the dose increase
Potassium — nine months
Synthetic longitudinal band for potassium across nine months Potassium rises from 4.3 to 4.9 mmol/L across nine months, remaining within the 3.5 to 5.2 reference interval but moving above the personal baseline of 4.2. A treatment change at month 5 marks a diuretic dose increase.
Synthetic monthly potassium values
MonthPotassium (mmol/L)
04.3
14.4
24.5
34.3
44.6
54.5
64.7
74.6
84.8
94.9

How this result is read

Lab range

Within range.

Personal history

Different from prior pattern.

Method

Comparable.

Reference change

Unable to determine — biological-variation data unavailable.

08Evidence, explainability & governance

From result, to calculation, to rule, to source.

Governed data, source provenance, method context, and deterministic logic remain inspectable.

01 Result Original laboratory value and flag.
02 Calculation Deterministic, versioned logic.
03 Rule Governed, validated knowledge.
04 Source Evidence and provenance preserved.

Capability 01

Evidence provenance

Every context element traces to a governed, versioned, inspectable source.

Capability 02

Explainable reasoning

Deterministic rules produce context clinicians can retrace step by step.

Capability 03

Governance and clinician review

Validated knowledge, review workflows, and clinician authority at every surface.

A clear separation

Observed data
The laboratory value, flag, and reference interval exactly as reported.
Computed context
Deterministic calculations applied to observed data — nothing generated or inferred.
Supporting evidence
Governed, versioned knowledge referenced by each surfaced finding.
Clinician judgment
Interpretation remains with the care team — always.

08.2Explainability

Why PriorValue is showing this.

PriorValue does not simply flag abnormal numbers. It surfaces why a result is being shown.

01Outside the laboratory reference interval.
02Different from the patient's personal baseline.
03Changed across comparable measurements.
04Method or laboratory changed.
05Collection context is incomplete.
06Related measurements may be relevant.
07More information is needed.

08.3Trust & safety

Built for trust, not for alarm.

Anti-alarmist without false reassurance. PriorValue preserves the source and surfaces uncertainty.

Original flags preserved

Laboratory H/L/critical flags are never rewritten.

Critical results stay prominent

Contextual calming never overrides a critical finding.

Uncertainty is surfaced

Missing method, context, and variation data are stated, not hidden.

No fake scoring

No numeric scoring. Deterministic, governed intelligence.

Clinical judgment remains essential. PriorValue does not diagnose and does not recommend treatment.

09For clinicians

Designed for clinical review.

PriorValue augments clinical review with longitudinal, measurement-aware, evidence-traceable context.

Workflow outcomes

Faster chart review The relevant context is assembled alongside the result.
More consistent longitudinal interpretation Every reviewer sees the same governed baselines and thresholds.
Clearer prioritization What changed — and why — is surfaced first.
Reduced cognitive burden Context is connected, not scattered across screens.
Better prepared clinical conversations The full story is available before the discussion begins.
Reviewable evidence trail Every finding traces back to its source.

The clinical review flow

Review the patientSee the whole laboratory story at once.
See what changedReference change against governed thresholds.
See what stayed stablePersonal baseline across comparable history.
See what may not be comparableAssay, unit, and specimen differences surfaced.
See what context is missingCollection and therapy timing gaps made explicit.
Inspect evidence and provenanceTrace every conclusion to its source.

The boundaries of the product

Scope

Does not diagnose. Does not recommend treatment. Does not prescribe.

Deterministic

Clinical meaning is deterministic and governed — never AI-generated.

Evidence-grounded

Only validated, active governed knowledge participates in interpretation.

Clinician-controlled

Every finding remains inspectable and clinician-reviewed.

10Multi-marker context

Multi-marker context. Not single-number reaction.

Interpret related measurements together — preserving each laboratory result while adding patient-specific longitudinal context.

01 Clinical intelligence Deterministic, governed context assembled around every laboratory result.
02 Laboratory context Original values, flags, and reference intervals preserved exactly as reported.
03 Hormone timing Medication and collection timing aligned to hormonal measurements.
04 Biological story A coherent longitudinal narrative across laboratory domains.
05 Evidence workspace Sources, rules, and calculations — inspectable in place.
06 Reporting and review Structured narratives and review workflows for the care team.
07 Security and governance Protection, audit, and access controls included on every plan.

Multi-marker panel

Synthetic Demonstration
Testosterone Free Testosterone SHBG Estradiol DHT LH FSH Progesterone Prolactin DHEA-S Cortisol

Related markers assembled side by side — each with its own method and timing context.

Biological Intelligence Map

Synthetic Demonstration

Domains. Not dashboards.

Male Hormones changed
Thyroid stable
Iron context needed
Metabolic insufficient history
Kidney stable
Hematology insufficient data

Descriptive states only — synthetic demonstration.

11Plans

Built for practices. Never gated by safety.

Security, privacy, audit, backup, encryption, and support protections are included everywhere. Plans differ by clinical capability, usage, and onboarding. Clinicians retain final decision-making authority.

Registration creates an account — it is not a purchase.

Practice Core

$249 per month

Configured during onboarding

The primary entry plan for physician and advanced-practice clinics.

  • Contextual lab review
  • Medication and timing context
  • Patient and case organization
  • Structured clinical narrative
  • Core reports
Create Provider Account
Practice Pro

$699 per month

Configured during onboarding

Core, plus genuinely existing advanced clinical capabilities.

  • Everything in Practice Core
  • Morning Review
  • Advanced clinical intelligence
  • Evidence and governance surfaces
  • Laboratory document processing
Create Provider Account
Enterprise

From $2,500 per month

Contact us

Multi-practice and organizational needs with contracted terms.

  • Multi-practice and organization needs
  • Configurable usage and onboarding
Contact Sales
See Full Pricing

12Begin

See the whole clinical story.

Context before conclusions. Explainable, evidence-traceable intelligence — assembled for the care team, controlled by the clinician.

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