RapidChart® is human-directed documentation support, built for compliance, clarity, and speed.

RapidChart helps clinicians create patient-specific encounter narratives faster, using a controlled, rules-based approach that preserves clinical authorship. It delivers efficiency gains without the compliance uncertainty and traceability issues associated with generative AI.

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Substantially reduce documentation time

Create structured, patient-specific narratives with less manual typing and fewer clicks.

Protect authorship and integrity

Every narrative statement is initiated by the clinician, reviewable, editable, and attributable.

Maintain a predictable risk profile

RapidChart avoids generative AI and large language models entirely — no probabilistic output, no hallucinations.

What RapidChart Is

Human-directed, rules-based narrative support

RapidChart assists clinicians in composing encounter narratives using explicit clinician selections and bounded language sets designed for regulated documentation environments.

RapidChart is designed around four core principles:

Positive clinician action is required for every narrative statement
Bounded outputs drawn from controlled, predefined language sets
Patient-specific phrasing to reduce repetitive or cloned documentation
Full clinician review with the ability to deselect, edit, or bypass system-assisted content

What RapidChart Is Not

Not generative AI. Not LLM-based. Not probabilistic.

RapidChart was intentionally designed to avoid the unresolved compliance risks of generative AI narrative systems.

RapidChart does not:

Generate narrative probabilistically
Infer or extrapolate clinical findings
“Hallucinate” plausible but unsupported statements
Learn from external datasets
Produce novel or open-ended language
Generate documentation by omission (“documentation by exception”)

Bottom line: RapidChart doesn’t replace clinical judgment — it operationalizes it efficiently while preserving transparency and accountability.

Why This Matters in Regulated Care

Documentation integrity is inseparable from reimbursement integrity. Modern clinical systems must support documentation efficiency without eroding:

patient specificity
medical necessity defensibility
clinician accountability
audit readiness

RapidChart is built for organizations that want to modernize documentation without taking on new risk.

Safeguards Designed for Audit Defensibility

RapidChart includes structural safeguards aligned with widely recognized program integrity expectations:

No silent copy-forward or automatic narrative carryover
Explicit clinician initiation for every statement
Multiple review checkpoints before finalization
Editable, bypassable output for clinician control
Clear traceability to clinician input

RapidChart® vs. Generative AI Narrative Systems

Dimension	RapidChart®	Generative AI/LLM Systems
Narrative generation	Deterministic, rules-based	Probabilistic, model-driven
Clinician initiation	Required for every statement	Often implicit or automated
Patient specificity	Embedded by design	Variable / inferred
Hallucination risk	None (bounded output)	Documented risk
Traceability	Directly traceable to user action	Often opaque
Regulatory posture	Consistent with macro guidance	Evolving / uncertain
Audit defensibility	High	Uncertain

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Frequently Asked Questions

RapidChart is not generative AI and does not use large language models. It is a human-directed, rules-based documentation support system that produces bounded narrative output from clinician-selected inputs.

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