Where MSK Decision
Variability Creates Risk
Organizations often lack a consistent framework for interpreting MSK evidence across teams and programs.
Imaging escalation
Imaging findings drive inconsistent escalation decisions that evidence frequently does not support.
OSHA variability
Recordability determinations vary across sites, creating audit and reporting exposure.
Vendor interpretation
MSK vendors and clinicians interpret evidence differently, producing inconsistent escalation decisions.
Employee confusion
Employees receive conflicting guidance and pursue escalation based on unvetted information.
Without MSK Clarity
Answers vary by source, prompt, and interpretation
Clinical AI tools summarize evidence. They don’t standardize decisions.
No shared standard across users or cases
MSK decisions often made without clear evidence support
Noise instead of clarity.
With MSK Clarity
Consistent interpretation grounded in MSK evidence
Structured interpretation aligned to defensible decision thresholds
Identifies what supports escalation and what does not.
Creates a shared interpretation standard across teams
Clarity instead of noise.
Who Uses MSK Clarity
Designed for teams responsible for consistent, defensible MSK decisions.
Occupational Health
Safety
Claims
Case
Management
Utilization
Management
Self-Insured
Employers
One platform. Consistent MSK interpretation across roles, sites, and decisions.
Works Across Any
MSK Program Structure
Works across complex MSK programs, simple setups, or no program at all
Complex MSK environments
Multiple MSK vendors
Occupational health teams
Utilization management
MSK Clarity standardizes decisions across complex MSK environments.
Established MSK programs
Physical therapy programs
Case management
Utilization strategies
MSK Clarity standardizes decisions within existing
MSK programs.
Minimal or no MSK program
Smaller organization
Interpretation variability
Imaging escalation uncertainty
MSK Clarity provides consistent MSK decision support where no
program exists.
OSHA Recordability
Consistent Interpretation Across
Your Organization
MSK Clarity provides consistent interpretation of MSK recordability questions across reviewers, sites, and cases.
It identifies what the documentation supports, what remains unclear, and what information is needed for a defensible determination.
Example Interpretation Output
What standardized MSK interpretation looks like in practice
Professional Interpretation
OSHA Interpretation
Interpretation Changes
See Interpretation in Practice
Consistent interpretation for MSK decisions,
OSHA recordability, and employee support
Enterprise Demo
Shows standardized MSK decision support, OSHA interpretation, employee support, and enterprise metrics.
Professional Demo
Shows standardized MSK decision interpretation for professionals
Access Options
MSK Clarity supports both individual professionals and organizations managing MSK programs.
Evidence-Based MSK Interpretation
Consistent, defensible MSK decisions across teams
Population-level evidence
Grounded in clinical guidelines, systematic reviews, and meta-analyses.
Interpretation boundaries
Separates what documentation supports from what remains uncertain.
Maintained over time
Reviewed and updated as MSK evidence evolves.
Why MSK Clarity Exists
After nearly thirty years in musculoskeletal care, occupational health, utilization review, and population-level MSK decision-making, the same patterns kept appearing:
Variation
in how MSK information was interpreted.
Escalation
before the documentation clearly supported it.
Poor documentation
driving avoidable confusion.
Inconsistent decisions
across employees, reviewers, sites, and programs.
The missing piece was not another treatment program.