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Your data can be correct—and still tell the wrong story.

JB Human Analytica helps radiology practices and imaging centers reconcile claims, payments, adjustments, denials and A/R reports to source evidence—before leaders rely on vendor reporting, dashboards or AI.

See the A/R Integrity Assessment

HUMAN-VALIDATED ANALYTICS

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From operational questions to trusted answers

Every engagement starts by validating how work actually happens — before we look at how it's reported.

PORTFOLIO FOCUS

Order Entry and Workflow Integrity

Validate whether orders are received, entered, routed and completed as expected—then examine processing time, backlog, aging and operational exceptions.

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PORTFOLIO FOCUS

A/R Integrity & Collectability

Rebuild reported balances from charges, payments, adjustments and write-offs, then classify what deserves action.

* Reconciled balance logic
* Payer and aging exceptions
* Collectability categories
* Executive action priorities

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PORTFOLIO FOCUS

60-Day Overpayment Readiness

Test whether potential overpayments can be identified, investigated, documented, and escalated consistently.

* Map the current review workflow
* Validate exception logic and evidence
* Document gaps and remediation priorities

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BETTER DECISIONS BEGIN WITH BETTER CONVERSATIONS

JBHA helps organizations transform raw data into trusted decisions through validation, analytics, AI-supported workflows, and human collaboration.

“Two leaders can review the same validated dataset and reach different conclusions because interpretation depends on context, priorities, risk, and human impact.”

Read beyond surface-level metrics.
Distinguish meaningful signals from noise.
Understand clinical, operational, and human context.
Use the right information for the right decision at the right time.

THE HUMAN ANALYTICA METHOD™

WE DON’T BEGIN WITH THE DASHBOARD. WE BEGIN WITH THE TRUTH.

A 5-stage process that connects raw information with operational reality before reporting or AI influences decisions.

RAW DATA

HUMAN VALIDATION

DIRECTED INTEL

TRUSTED REPORTING

BETTER DECISIONS