Solutions
Clinical reasoning infrastructure for organizations that need structured, auditable, and scalable mental health assessment.
Health Systems
Reasoning infrastructure you can actually deploy
Mental health programs need cognitive support tools that reduce clinician burden without creating governance problems. Most AI can’t clear that bar.
Neoptio Insight™ is built for health system governance from the ground up:
- Deterministic reasoning logic—auditable and version-lockable
- No learning on patient data
- Explicit reasoning paths clinicians can inspect and challenge
- Supports assessment and reassessment over time
Neoptio Insight™ surfaces structured reasoning for clinician review. It doesn’t make clinical determinations or initiate actions.
The result: Clinical reasoning support your medical advisory committees, privacy offices, and clinical leadership can actually approve.
For Clinical Leadership
Structured reasoning support that reduces cognitive load without replacing clinical judgment.
For Medical Advisory Committees
Auditable, deterministic logic that can be inspected and governed.
For Privacy & Compliance
No learning on patient data. Version-locked for evaluation. Explicit data handling.
For Quality Improvement
Structured reasoning data enables systematic quality measurement and improvement.
Workers’ Compensation
Structured assessment for psychological injury claims. Auditable reasoning supports fair, defensible decisions.
Employee Assistance Programs
Efficient intake and triage at scale. Consistent assessment quality regardless of clinician availability.
Occupational Health
Return-to-work assessments, fitness-for-duty evaluations, and ongoing monitoring with documented reasoning.
Disability Management
Structured reassessment over time. Track clinical evolution with explicit reasoning at each step.
Employee & Worker Health
Defensible assessment at scale
Workers’ compensation boards, EAP providers, and occupational health programs face high volumes, legal scrutiny, and demands for consistency. Assessment quality can’t depend on which clinician is available.
Neoptio Insight™ provides structured clinical reasoning designed for these environments:
- Comprehensive assessment that doesn’t miss relevant presentations
- Auditable reasoning paths that support defensible decisions
- Consistency across clinicians, sites, and time
- Throughput without sacrificing clinical rigour
When claims are disputed, return-to-work decisions are challenged, or documentation is reviewed—explicit reasoning is your protection.
Digital Health Platforms
The reasoning layer you don’t have to build
Digital health platforms serving mental health need comprehensive clinical reasoning—but building it from scratch is a multi-year, clinically complex undertaking.
Neoptio Insight™ provides reasoning infrastructure you can integrate:
- Comprehensive clinical coverage—not narrow single-condition tools
- Patient-facing interaction layer with clinician-governed outputs
- Auditable, deterministic reasoning that satisfies enterprise governance
- API-ready architecture designed for integration
Add structured clinical reasoning to your platform without building and maintaining the clinical logic yourself.
Build vs. Integrate
Building comprehensive clinical reasoning from scratch: 2-10 years, clinical expertise required, ongoing maintenance.
Integrating Neoptio Insight™: Weeks, not years. We handle the clinical logic.
Enterprise Ready
Auditable reasoning satisfies the governance requirements your enterprise customers demand.
Comprehensive Coverage
Not a single-condition screener. Comprehensive clinical reasoning across the mental health landscape.
Reasoning Visualization
See exactly why patients meet or don’t meet criteria. Trace evidence to source.
Structured Data Export
Export reasoning data for integration with existing research workflows and analysis pipelines.
Pharma & Life Sciences
Structured clinical reasoning data at scale
Psychiatric trials struggle with heterogeneous populations and imprecise phenotyping. Retrospective analysis is limited by unstructured clinical documentation. Endpoints are noisy.
Neoptio Insight™ generates structured reasoning data tied to explicit clinical criteria:
- Sharper patient stratification and cohort identification
- Visibility into why clinicians reached specific formulations—not just that they did
- Reasoning visualization tools for exploratory analysis
- Structured data exports for integration with research workflows
As deployment scales, this becomes a clinical data asset with applications across drug development, real-world evidence, and outcomes research.