Human-Centric AI Risk Advisors
P3 Quality is an emerging AI Tech company of Human-Centric AI Risk Advisors, using our first-class, patent-pending processes and Revenue Cycle Management (RCM) principles to ensure the highest level of Quality Assurance for healthcare industry clientele.
ARTIFICIAL INTELLIGENCE (AI) EXPERTISE
As Independent Evaluators, we perform rapid-review quality assurance audits. Inspecting AI and RCM-related governance and remediation inconsistencies, inefficiencies, pattern-recognition issues, and process failures.
P3 SOLUTIONS
We assess AI and Revenue Cycle Management (RCM) quality assurance Automation tools, processes, and systems for vendors, suppliers, hospitals, and providers. We ensure the highest level of operational excellence in the following areas:
PEOPLE, PROCESSES & PRINCIPLES
HUMAN IN THE LOOP OVERSIGHT
DIAGNOSING AI ISSUES
IDENTITY/
PRIORITIZE INCONSISTENCIES & INEFFICIENCIES
MEASURING ROI & CAPTURING SUCCESS TRENDS/
METRICS
People → Processes → Principles
People provide oversight, Processes diagnose what went wrong, and Principles determine what gets addressed first and how improvement is sustained.
PEOPLE
Human Oversight
PROCESSES
AI Issue Diagnosis & Resolution
PRINCIPLES
Risk-Based Identification, Prioritization & Continuous Improvement
AI Quality Assurance by Expert Individuals
P3 Quality experts perform rapid-review quality assurance audits. Inspecting AI and RCM-related governance and remediation inconsistencies, inefficiencies, pattern-recognition issues, and process failures
AI CORE ISSUES
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Drifting Off a Cliff​​​​
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Going Rogue
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Hallucinating Errors
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Misfiring Training Prompts
TRUSTED AND UNBIASED TOOL CHEST
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ISO 9001, CMS, MAC, HIPAA, PHI, TPA, etc
RISK REMEDIATION SERVICES
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AI AuditME™ Q-Check
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Governance Remediation Frameworks
Measure | Monitor | Monetize
We use our patent-pending AI AuditME™ Rapid Review process and ISO 9001-aligned strategies to ensure your AI systems follow:
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Corporate Governance and Disclosure
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Quality | Compliance | Regulatory Oversight
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Transparency
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Risk Mitigation and Internal Controls
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AI Third-Party Systems and Data Risks​
P3 Quality Assurance Risk Mitigation
Like any technology today, AI-driven systems can have performance gaps. P3 Quality's deep expertise helps address these issues to ensure your technology runs smoothly and meets the highest standards.
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Flaging AI Model risks
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Drift​​
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Hallucinations
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Misfires
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Flaging AI Model risks
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Drift​​
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Hallucinations
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Misfires
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EVALUATING AI LLMs OR AGENTIC ERRORS​
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AI/Automated Task Flaws
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Data Input/Output Issues​​
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THE QUALITY/
COMPLIANCE RISK IMPACT
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Flaging AI Model risks
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Drift​​
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Hallucinations
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Misfires
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AI DEFENSIBILITY
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Identifying/Explaining AI System Spikes
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Algorithmic Failures
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​Risk Exposure
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Rework
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TYPICAL BARRIERS
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Selective Transparency
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Wait-and-See Philosophy​​​​​​​​
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AI Dependency/Trustworthiness
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Budgetary Constraints
