Case Study — CareAxis

Healthcare Compliance Dashboard

Automating HIPAA, HITECH, and Joint Commission Compliance for a 200-Bed Hospital

Continuous compliance monitoring replacing 6 departmental silos

Industry

Healthcare — Acute Care Hospital

Timeline

16 weeks

Team

6 engineers

Tech

React + PostgreSQL + AWS

The Challenge

A 200-bed acute care hospital was preparing for Joint Commission re-accreditation while simultaneously managing an active HIPAA audit. Compliance tracking was fragmented across 6 departments using a mix of spreadsheets and Word documents. The compliance team had no unified visibility, and evidence collection for the HIPAA audit took 6 weeks.

Our Approach

How We Solved It

Compliance Control Inventory

Mapped all HIPAA, HITECH, CMS Conditions of Participation, and Joint Commission standards into a structured control library of 847 controls with owners, frequencies, and evidence requirements.

Automated Evidence Collection

Built 140 automated evidence collectors that pull audit trails, access logs, policy documents, and training records from connected systems on schedule — eliminating manual evidence gathering.

Control Testing Workflow

Department compliance owners receive automated monthly testing assignments with pre-populated evidence from the connected systems, reducing manual compliance work by 78% per department.

Real-Time Compliance Posture Dashboard

Compliance leadership has a real-time dashboard showing overall compliance posture, approaching due dates, failed controls, and remediation status by standard, department, and risk level.

Engineering Process

How We Built It

Control Framework Data Model

Designed a flexible data model supporting multiple compliance frameworks simultaneously (HIPAA, HITECH, Joint Commission, SOC 2) with control mappings to identify overlapping requirements.

Evidence Connector Architecture

Built a pluggable evidence connector architecture so new system integrations (new EMR, new HR system) can be added as connectors without changes to the core platform.

Immutable Audit Ledger

All compliance actions, evidence submissions, and control test results are written to an immutable PostgreSQL ledger with hash chaining, ensuring regulators can trust the evidence chain of custody.

Architecture Decisions

Key Technical Choices

Control Library Before Dashboard

Built the compliance control library and evidence model as the core data asset before any UI. The dashboard is a view on the data — not the other way around.

Push Evidence Collection Over Pull

Systems push compliance-relevant events (access logs, training completions, policy acknowledgements) to the platform rather than the platform polling each system — lower latency, fewer integration failures.

Risk-Based Prioritization

Controls are weighted by regulatory citation frequency and patient safety impact so the dashboard surfaces the highest-risk gaps first rather than treating all 847 controls as equally important.

Results

What We Delivered

100%

Audit Readiness at Accreditation

78%

Reduction in Compliance Prep Time

Zero

Compliance Gaps at Joint Commission

6 weeks → 2 days

Evidence Collection Time

Solution Blueprint

How It All Fits Together

Compliance Framework Layer

847 mapped controls
HIPAA / HITECH / JC standards
Cross-framework overlap mapping

Evidence Automation Layer

140 automated evidence collectors
System integration connectors
Immutable audit ledger

Management Layer

Real-time posture dashboard
Remediation workflow engine
Regulator-ready export

Lessons Learned

What We Improved

Control Ownership Is the Hard Part

Assigning a named owner with accountability to each of the 847 controls took 3 weeks of stakeholder workshops. Without ownership, evidence collection has nowhere to route.

Automation Reveals Gaps That Manual Processes Hid

Automated evidence collection found 23 controls that were being manually marked 'compliant' without actual evidence. That discovery justified the project cost in the first month.

Regulator Trust Requires Immutable Records

During the HIPAA audit, the hospital's legal team specifically cited the hash-chained evidence ledger as their strongest defense against documentation tampering allegations.

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