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
Determines what supports and does not support defensible decisions
Creates a shared interpretation standard across teams
Clarity instead of noise.
Example Interpretation Output
What standardized MSK interpretation looks like in practice
Professional Interpretation

OSHA Interpretation

Interpretation Changes

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.
Why MSK Decision Consistency Can’t Wait
Inconsistent MSK interpretation creates downstream escalation, compliance exposure, and avoidable cost across organizations.
Unsupported escalation
Imaging findings and clinical documentation are used to justify escalation that evidence does not support.
Reviewer variability
Similar documentation produces different outcomes across reviewers, vendors, and sites — creating operational risk.
Compliance exposure
Variability in OSHA recordability and documentation standards exposes organizations to audit and reporting inconsistencies.
Where MSK Clarity Matters
Clinical decisions
Clarifies when imaging, referral,
procedure or surgery
is supported by evidence.
OSHA recordability
Provides consistent interpretation guidance for OSHA MSK recordability questions.
Employee support
Provides employees accurate answers to MSK questions and care decisions before unnecessary decisions.
OSHA Recordability —
Consistent Interpretation Across
Your Organization
Determining whether a musculoskeletal event meets OSHA recordability criteria under 29 CFR 1904 requires consistent, defensible judgment across reviewers, sites, and cases. Variability in interpretation creates inconsistent reporting, audit exposure, and compliance risk.
MSK Clarity provides standardized interpretation of MSK recordability questions — identifying what the documentation establishes, what it does not, and what information is required for a defensible determination.
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 Decision Demo
Shows standardized MSK decision
interpretation for professionals
Access Options
MSK Clarity supports both individual professionals and organizations managing MSK programs.
Professional Reviewer Access
For professionals responsible for
MSK decisions and documentation.
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Standardized MSK interpretation
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Evidence-based decision support
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Defensible documentation language
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Consistent escalation determinations
$99/month
Supports defensible MSK decisions at a
fraction of downstream cost.