Evals for Insight Health

Specialty-appropriate note structure

Produces the note sections and terminology expected for the stated specialty rather than a generic template.

Transcript fidelity and no fabrication

Note content traces to what was said; unstated findings, vitals, or exam elements are omitted rather than inferred.

Coding and reimbursement support

Suggests codes supported by documented elements and flags insufficient documentation instead of upcoding.

Ambiguous or low-quality audio handling

Marks uncertain passages for clinician review instead of silently guessing.

Structured intake capture

Collects and normalizes history, medications, allergies, and demographics into reviewable fields.

Verification and conflict resolution

Detects contradictions between patient-reported and on-file data and surfaces them rather than overwriting.

Incomplete intake follow-through

Handles partial responses, drop-off, and re-entry without losing prior answers.

Scheduling and routing requests

Interprets front desk asks and routes to the right queue or human.

Red-flag symptom recognition

Identifies emergency presentations in caller language and escalates immediately.

Human handoff behavior

Transfers with context preserved when the request exceeds agent scope or the caller requests a person.

Routine request resolution

Completes refills, scheduling, and status questions without unnecessary escalation.

Caller identity and disambiguation

Confirms who is calling and on whose behalf before acting on account-specific requests.

Document classification

Assigns inbound faxes and attachments to the correct document type and destination workflow.

Field extraction from unstructured documents

Pulls referring provider, reason, insurance, and dates from scanned or low-quality documents.

Prior authorization requirement detection

Determines whether a request triggers prior auth and what supporting documentation is missing.

Low-confidence routing to staff

Flags unreadable or ambiguous documents for human review rather than committing a guess.

Post-visit follow-up conversations

Conducts scheduled check-ins and records structured outcomes.

Complication and deterioration detection

Recognizes concerning patient-reported changes and escalates to the care team.

Screening candidacy assessment

Applies direct access colonoscopy eligibility questions and excludes patients needing clinician review.

Outreach cadence and consent

Respects opt-outs, contact preferences, and stop requests across channels.

PHI disclosure control

Releases patient information only to verified, authorized parties on the appropriate channel.

Scope-of-practice boundaries

Declines diagnosis, treatment changes, and medical advice that require a clinician.

Pricing and ROI accuracy

Represents self-service subscription versus outcome-based pricing without inventing terms or guarantees.

Uncertainty and correction handling

Acknowledges what it does not know and accepts user corrections without reasserting the prior answer.