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Healthcare Data Modeling Platform

Optimizing Data Accuracy, Compliance, and Trust with VIBE 

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VIBE DATA MODELING AND DATA QUALITY ASSURANCE

Optimizing Data Accuracy, Compliance, and Trust with VIBE

VIBE’s Data Modeling and Quality Assurance solution is a powerful, healthcare-centric module designed to ensure that your clinical and operational data is accurate, standardized, and fully compliant with industry and regulatory standards. Built on Microsoft Fabric and aligned with the NHS Data Dictionary, VIBE enables organizations to model, validate, and govern data with automated profiling, quality metrics, and advanced validations for trusted, actionable insights


Robust Data Modeling Framework ▼
Automated Data Profiling ▼
Data Quality Rules Engine ▼
Advanced Validation & Cleansing ▼
Compliance & Governance Alignment ▼
Actionable Quality Metrics & Insights ▼
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Core Features of VIBE 
Data Modeling and Data Quality

ELT Rule Mapping

Seamlessly map table attributes to corresponding ELT rules, automating data validation workflows.

Advanced Data Profiling

Provides insights into data distributions, patterns, and anomalies, aiding in data quality assessments.

Regular Expression Validation

Validates data formats (e.g., email addresses, phone numbers) using customizable regex patterns.

Empty Field Detection

Identifies missing or null values, preventing incomplete data from affecting analytics.

Domain Validation

Verifies that data values fall within predefined domains, ensuring data consistency with business rules.

Automated Reporting

Generates detailed reports highlighting data quality issues and metrics for continuous monitoring.

Real-time Data Quality Monitoring

Supports real-time data quality checks within ELT workflows for immediate issue detection.

Flexible Rule Engine

A flexible rule engine that supports the creation, modification, and execution of validation rules.

Integration with Data Models

Compatible with various data models, enabling comprehensive data validation across systems.

User-Friendly Interface

Intuitive dashboard for configuring rules, monitoring data quality, and viewing validation reports

Every Module of VIBE Is Built to Empower Healthcare

Data Extract

Extract healthcare data from multiple sources with HIPAA-compliant protocols

Data Transform

Transform raw data using FHIR, HL7, and healthcare industry standards

VIBE isn’t just a tool—it’s a healthcare-ready ecosystem. One platform. Five intelligent modules. Each aligned with five core principles.

Data Model

Analytics models for population health and clinical outcomes analysis.

Data Workflow

Automated clinical workflows powered by Microsoft Fabric orchestration.

Master Data Management

Unified master data management ensuring consistency across healthcare systems

Why Choose VIBE for Data Modeling and Data Quality?

VIBE offers a comprehensive solution for healthcare data management, ensuring regulatory compliance, data integrity, and real-time monitoring. Whether you're tracking NHS performance or optimizing clinical data workflows, VIBE delivers the tools you need for data-driven healthcare excellence.

Improved Data Accuracy

Ensures data consistency and correctness by applying ELT rules and validation techniques.

Enhanced Data Governance

Automates compliance with data quality standards, reducing manual errors and regulatory risks.

Time and Cost Efficiency

Reduces the need for manual data validation, saving time and resources in data management processes.

Customizable Validation

Supports flexible rule configurations tailored to specific data models and business requirements.

Increased Data Reliability

Strengthens trust in data-driven decisions by ensuring high-quality datasets.

Proactive Issue Detection

Identifies data anomalies early in the ELT process, minimizing downstream errors in reporting and analytics.

Ready to Transform Your Healthcare Data?