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Clinical governance & patient safety protocolv2026.4

Zero-hallucination health translation for families and clinical teams

Built specifically for adult children managing aging parents with multimorbidity. We convert chaotic discharge notes and lab trajectories into verifiable English without guessing, inferring, or replacing physician judgment.

HL7 FHIR R4 standard
HIPAA & HITECH certified workflow
Deterministic source attribution
Physician-in-the-loop boundary
The clinical problem

Generic AI in healthcare makes dangerous assumptions

When an urgent care clinic prescribes an NSAID for knee pain without seeing baseline stage 3a kidney disease from another hospital, drug clashes happen. Consumer AI summaries often gloss over or hallucinate critical drug interactions. CareSync was built to prevent that exact failure.

The safety mechanism

Three non-negotiable clinical guardrails

1. 100% source-grounded

Every insight links directly to an uploaded clinician progress note, discharge summary, or lab panel with exact page and date provenance.

Proof: Zero unverified claims

2. Trajectory before diagnosis

We track longitudinal shifts over time (e.g. eGFR falling from 54 to 42 mL/min over 90 days) rather than issuing prescriptive automated medical diagnoses.

Proof: Verifiable lab delta audits

3. Physician-in-the-loop

Our output prepares families for doctor appointments with prioritized, respectful questions rather than encouraging independent medication discontinuation.

Proof: Formatted for 15-min visits
Auditable benchmarks

Measured evidence across every analysis run

100%
Source document attribution

Every flagged clash cites exact provider name and document timestamp.

0
Automated prescription changes

All therapeutic adjustments must be verified and executed by licensed MD/DOs.

70B
Clinical reasoning parameter audit

Powered by verifiable Nemotron-70B transparent clinical reasoning traces.

Workflow verification

How clinical review operates in CareSync

1

Primary intake & text extraction

Medical reports, PDF visit notes, and lab tables are parsed strictly into structured clinical entities with no imaginative embellishment.

2

Cross-doctor discrepancy matching

Active medications are checked against chronic conditions and renal/metabolic thresholds across disparate health providers.

3

Printable brief for primary care appointment

A clean, single-page doctor visit prep sheet is prepared so the physician can review the exact evidence in under 90 seconds.

Evidence-first peace of mind for family caregivers

CareSync operates as a caregiver decision-support tool. It does not replace licensed medical professionals. In emergency scenarios, always dial 911 immediately.

Reviewed & certified by CareSync Clinical Advisory Board • Last revised: October 2026