MichelleVision
Solo specialist • Lab Data & Security

Secure Data Interoperability & Analytics for Diagnostic Labs

I help diagnostic laboratories unlock the value of their data through a complete solution built on three pillars: Connect systems, Analyze data, and Secure the entire ecosystem.

Explore core servicesSee optional add‑ons

A Solution Built on Three Pillars

A complete service offering that delivers value quickly while ensuring clinical safety, data integrity, and compliance from end to end.

Service 1

🔗 Connect: Interoperability

Break down silos and enable seamless, standards-based data exchange between all your systems.

  • Standards‑fluent: HL7, FHIR, LOINC, SNOMED CT, DICOM.
  • LIS ↔ HIS/EHR: Reliable, bidirectional messaging and results delivery.
  • Analyzer & Device Integration: Multi‑vendor instrument connectivity.
  • Data Normalization: Consistent codes, units, and nomenclature.
Foundation FirstScalableFuture-proof
Service 2

📊 Analyze: Intelligence

Transform connected lab data into decisions that improve operations, quality, and financial outcomes.

  • Operational Insights: TAT tracking, workflow bottlenecks, resource use.
  • Clinical Insights: Test trends, prevalence monitoring, patient risk signals.
  • Quality & Compliance: CAP/CLIA/ISO dashboards, real-time error monitoring.
  • Business Intelligence: Revenue cycle, cost per test, client profitability.
Data-driven DecisionsActionable KPIsPredictive
Service 3

🔒 Secure: Governance

Protect sensitive patient data, prove compliance, and build trust with a security-first approach.

  • Compliance Readiness: HIPAA & GDPR alignment, audit trails, and reporting.
  • Threat Assessment: Penetration testing for LIS, EHR, and lab portals.
  • Data Governance: Role-Based Access Control (RBAC) design for lab systems.
  • Strategy: Incident response planning and end-to-end encryption strategy.
Security by DesignAudit-readyPolicy-driven

How Engagement Works

Discovery (free)

A 30–45 min call to define your goals, systems, and success criteria.

Assessment & Plan

An interoperability readiness check, data quality review, and milestone roadmap.

Implementation

Building interfaces, data pipelines, and dashboards with weekly demos.

Handover & Support

Full documentation, knowledge transfer, and optional managed support.

Outcomes You Can Expect

  • Faster TAT and fewer manual data entry errors.
  • Clean, standardized data across all instruments and systems.
  • A compliant, audit-ready architecture with clear data trails.
  • Executive dashboards for operations, quality, and finance.
Security & Privacy First: HIPAA/GDPR‑aligned processes are integrated into every stage of the project.

📌 Optional / On-Demand Add-Ons

Not every lab needs a full data ecosystem overhaul. These add-ons are available individually, on-demand, or as part of a phased engagement.

Optional

📥 Data Collection & Integration Support

Unify raw data from instruments, LIS, spreadsheets, and external sources into one place.

On request
Optional

🧹 Data Cleaning & Standardization

Ensure your lab data is clean, consistent, and ready for analytics or compliance reporting.

On request
Optional

📑 Custom Reporting & Dashboards

Lightweight reporting or KPI dashboards without committing to a full analytics platform.

On request
Optional

🧾 Regulatory Documentation Support

Prepare policies, SOPs, and audit documents with confidence and efficiency.

On request
Optional

🔄 Ad-Hoc Data Projects

Support for one-off migrations, conversions, or exports when you need a quick solution.

On request

Ready to Get Started?

Have a specific challenge? Let's scope an engagement that delivers value in weeks, not months. Or download a free one-pager to learn more.

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