Neoptio Insight™ Platform
Clinical decision support for comprehensive mental health assessment and reassessment
Patient-interactive. Clinician-governed.
Neoptio Insight™ collects structured information, applies explicit clinical logic, and generates reasoning outputs for clinician review.
Information Collection
Patients (and/or collaterals, where appropriate) complete structured questions on a phone or computer. Questions adapt based on prior responses.
Structured Reasoning
Neoptio Insight™ applies explicit clinical logic, maintains multiple hypotheses, and enforces duration, exclusion, and coherence rules.
Clinician Review
Clinicians receive structured reasoning outputs. They review, challenge, or disregard. They make the decisions.
Supports the full assessment lifecycle
Neoptio Insight™ isn’t just for intake. It supports reasoning continuity across the entire clinical relationship.
- Initial assessment
Comprehensive structured inquiry across clinical domains - Follow-up assessment
Track changes, new information, evolving presentations - Reassessment over time
Maintain reasoning coherence across visits and contexts
Neoptio Insight™ does not direct care, initiate clinical actions, or replace clinician authority.
Assessment
Comprehensive initial evaluation across all relevant clinical domains.
Reassessment
Structured follow-up that maintains reasoning continuity over time.
Longitudinal View
See how clinical presentations and reasoning evolve across encounters.
AI-assisted where it helps.
Deterministic where trust requires it.
Interaction Layer
AI capabilities support the patient-facing experience:
- Adaptive questioning that responds to prior answers
- Natural language for patient-friendly delivery
- Intelligent branching and skip logic
- Multiple input modalities (patient, collateral)
Reasoning Core
The reasoning engine is deterministic:
- Explicit clinical logic, not black-box inference
- Auditable reasoning paths
- Version-lockable for evaluation
- Outputs that can be inspected and challenged
This architecture is intentional.
Black-box reasoning doesn’t get deployed in health systems. Auditable reasoning does.
See the reasoning, not just the result
Neoptio Insight™’s visualization tools make clinical reasoning inspectable and navigable:
- Trace which evidence supports or excludes specific clinical possibilities
- See how reasoning evolves across assessment and reassessment
- Understand patterns across populations, cohorts, and time
- Export structured reasoning data for research and analysis
When reasoning is visible, it becomes studiable, auditable, and improvable.
What Neoptio Insight™ is —
and what it isn’t
These boundaries aren’t limitations—they’re what makes deployment possible.
Neoptio Insight™ is
- Clinician-governed and clinician-reviewed at all times
- Deterministic and auditable at the reasoning layer
- Grounded in established clinical standards
- Designed for transparency, evaluation, and clinical oversight
- Supportive of clinical judgment, not replacement of it
Neoptio Insight™ is not
- A system that provides clinical determinations
- A treatment recommender
- An autonomous decision-making system
- A replacement for clinician judgment
- A system that directs care or initiates clinical actions