Internal summary. This article is intended for vendor-evaluation and compliance review workflows. Keep as a draft unless it has been reviewed for external distribution.
Overview
Vero's AI-enabled clinical decision support capabilities are delivered through Vero Evidence, Vero Chat, Insights, patient context, and Evidence Collections. These features are designed to support licensed healthcare professionals by surfacing evidence-based information, documentation suggestions, and source-backed answers within the clinical workflow.
Vero supports clinician decision-making. It does not replace clinical judgment, provide autonomous medical advice, or make final care decisions.
AI-CDS Surfaces
Vero Evidence: Dedicated clinical question-answering area with optional Research for source-backed answers and citations.
Vero Chat: Documentation and clinical assistant that can revise notes, draft patient instructions, answer questions, and use available encounter or patient context.
Insights: Note review feature that highlights missing details, red flags, differentials, and documentation considerations.
Patient Profiles: Optional patient context such as age, past medical history, medications, allergies, and social history can be attached to clinical queries.
Evidence Collections: User- or organization-managed libraries of documents and URLs that can be selected for source-backed answers.
Evidence Sources
Vero prioritizes clinically authoritative sources when answering evidence questions. Typical source categories include official clinical practice guidelines, systematic reviews and meta-analyses, peer-reviewed journals, randomized controlled trials, authoritative drug references, region-specific guidelines, formularies, practice standards, and customer-provided Evidence Collections when selected.
Evidence Hierarchy
Vero uses a level-of-evidence approach to rank and prioritize sources. Higher-quality evidence is preferred when available.
Preferred: Guidelines, systematic reviews, meta-analyses, randomized trials, and authoritative clinical references.
Used cautiously: Lower-level evidence when higher-quality evidence is unavailable or when context requires it.
Generally avoided: Unsupported opinion, low-quality web content, and sources that do not directly address the clinical question.
Update Behavior
Research-enabled queries: Search authoritative clinical and literature sources in real time and prioritize recent, relevant evidence.
Research off: Use Vero's medical and documentation capabilities for faster, lower-complexity support where citations are not required.
Evidence Collections: Reflect whatever documents and sources are currently in the selected collection. Users should replace outdated guidelines when a newer version becomes available.
Context Selection
Users can add context to Evidence or Chat workflows through the + menu, including uploaded files, selected patient profiles, selected Evidence Collections, and the Research toggle.
For Canadian users, Vero prioritizes Canadian guidelines, formulary considerations, and practice standards when region-specific evidence is relevant. For universal medical science, Vero may draw from broader global evidence.
Citations and Traceability
Research-enabled and Evidence Collection workflows can provide inline citations linked to source material where available. Citations are intended to help clinicians verify the basis for specific claims and trace recommendations back to underlying sources.
Citation quality criteria include relevance to the statement being supported, source authority, and alignment with the clinical question.
Conflicting or Limited Evidence
When guidelines disagree, Vero prioritizes recency, regional relevance, and source authority.
When high-quality studies conflict, Vero may present multiple viewpoints with appropriate caveats.
When evidence is limited, Vero should acknowledge uncertainty rather than overstate confidence.
Limitations and Conditions of Use
Vero is a clinical documentation and decision-support aid, not a replacement for professional medical judgment.
AI-generated content can be incomplete, incorrect, or inapplicable to a specific patient.
Clinicians are responsible for reviewing, verifying, and approving all output before using it in care or documentation.
Responses without Research or selected sources may not include citations and should be treated as quick-support information rather than source-verified guidance.
Evidence Collection quality depends on the documents and URLs uploaded or selected by the user or organization.
Primary Care Fit
Vero's AI-CDS workflows are relevant to primary care scenarios where clinicians need fast documentation support, patient-context-aware evidence lookup, and traceable answers during or after encounters. Common examples include chronic disease management, medication questions, red flag review, differential diagnosis support, patient instructions, referrals, and documentation quality checks.