Level 5 Autonomous Living Organism
⚡ Proactive Intelligence
Proactive 24/7 Intelligent Automation (While You Sleep)
Eliminates passive record keeping by transforming into an autonomous medical operating system. The system continuously patrols facility operations, detecting revenue gaps, clinical risks, and lab quality anomalies without waiting for human prompts.
- Automated Revenue & Recall Blitzes: Proactively surfaces uncollected co-pays, aging receivables, and sends automated follow-up messages.
- SigmaDx Statistical Quality Sentry: Continuous Westgard multi-rule surveillance ($1_{3s}, 2_{2s}, R_{4s}$) with auto-generated CAPA remediation tickets.
- Pre-Cognitive Reagent Forecasting: Anticipates stockouts 7 days ahead based on real-time test run velocity.
- Clinical Panic Early Warning: Immediate multi-channel alerting for critical lab and radiology panic results.
- Control Team Review Gateway: Human-in-the-loop governance allowing supervisors to inspect and edit messages before dispatch.
- In-App Intelligent Scheduling: Runs continuously inside the platform without any external server or OS-level scheduler configuration.
Core Features
Patient Management
Comprehensive patient registration with demographic data, medical history, document attachments, and intelligent duplicate detection. Quick-search with auto-suggest for fast patient lookup across all centres.
- Patient registration with auto-generated IDs
- Medical history & document management
- Duplicate detection by name, phone & email with merge suggestions
- Full-text search across all fields
- Patient portal access management
- Patient CRM with AI-powered Neural Scan & health reports
Test Ordering & Pricing
Flexible test ordering with support for individual tests, test profiles/panels, and standing orders. Multiple pricing models including NA (Normal Arrangement), retainer contracts, and centre-specific rates.
- Individual test & profile ordering
- NA, retainer & contract pricing models
- Centre-specific rate cards
- Discount approval workflow with admin/reject workflow
- Insurance & corporate billing
Cashier & Payment Management
Complete payment workflows including full payments, partial payments, refunds, and daily summaries. Multiple payment methods with receipt generation and discount approval integration.
- Payment recording & invoicing
- Partial payment & balance tracking
- Refund processing with audit trail
- Daily cashier summary reports
- Discount approval integration
Phlebotomy & Sample Management
End-to-end sample lifecycle tracking from collection through processing to disposal. Barcode generation, sample check-in/out, automated inventory consumption, and SLA monitoring.
- Barcode generation & label printing
- Sample lifecycle tracking with status codes
- Automated inventory consumption on collection
- Collection time & SLA monitoring
- Re-collection & rejection workflows
Lab Processing & Quality Control
Comprehensive result entry with quality control tracking, machine integration, and multi-level result verification. Supports chemistry, hematology, microbiology, and specialized testing.
- Result entry with reference ranges
- Westgard rules QC with Levey-Jennings charting
- Machine/LIS integration via ASTM/HL7/CSV
- Microbiology & culture workflows
- Multi-level result verification
- QC hold blocks authorization when out of control
Radiology & Imaging
Dedicated radiology workflow with image upload and management, structured reporting templates, and DICOM file storage. Supports X-Ray, MRI, CT, Ultrasound, Mammography, and Dental imaging.
- Image upload & DICOM file storage
- Structured reporting templates (DR Composer)
- Radiologist workflow & reporting
- Multi-modality support (X-Ray, MRI, CT, US, Mammo, Dental)
- Image sharing & download
Report Authorization & Dispatch
Multi-level report authorization with digital signatures. Payment hold verification blocks report access and printing for accounts with outstanding balances. Dispatch tracking with delivery confirmation.
- Multi-level authorization workflow
- Digital signatures with department-specific signatories
- Payment hold verification
- PDF report generation
- Email, SMS, WhatsApp & print delivery
Doctor Referrals & Commissions
Complete referral management system with referring doctor profiles, commission rate configuration, automated commission calculation, and disbursement tracking.
- Referring doctor profiles & rates
- Commission auto-calculation (percentage, fixed, per-test)
- Disbursement tracking & history
- Referral analytics & reporting
- Doctor Portal for self-service commission tracking
Multi-Centre Management
Manage multiple laboratory branches from a single platform. Centre-specific pricing, user assignments, test mappings, and parent-child hierarchy for branch networks.
- Unlimited branch locations
- Centre-specific pricing & rate cards
- User-centre assignment & access control
- Main-sub centre hierarchy with geofencing
- Cross-centre reporting & analytics
Notifications & Communication
Automated patient communication via SMS, email, and WhatsApp. Result delivery notifications, appointment reminders, and promotional messaging with queue-based processing.
- SMS result delivery via Termii/Siteti/providers
- Email notifications with PDF reports
- WhatsApp Business template messages
- Queue-based reliable delivery
- Communication consent tracking (HIPAA/NDPR/GDPR)
Analytics & Reporting
Comprehensive analytics dashboards, financial reporting, patient journey SLA tracking, and operational metrics. Export to CSV and PDF for regulatory submissions.
- Real-time operational dashboard
- Financial reports & revenue analytics
- SLA & turnaround time tracking
- Test volume & trend analysis
- CSV & PDF export
Clinical Departments
Cardiology Department
Specialized cardiology workflow supporting ECG, Echocardiography, and Stress Testing with structured DR Composer narrative reporting and category-based test grouping.
- ECG recording & reporting
- Echocardiography (ECHO) analysis
- Stress Test protocols & reporting
- DR Composer for structured narratives
- Category group test organization
Microbiology & Culture
Dedicated microbiology workflow with culture & sensitivity testing, organism identification, antibiogram generation, and specimen tracking.
- Culture & sensitivity testing workflows
- Organism identification & classification
- Antibiogram generation
- Specimen tracking & chain of custody
- Automated result flagging
ICU Department
Comprehensive Intensive Care Unit management with vitals charting, clinical scoring systems, ventilator weaning protocols, and real-time monitoring dashboards.
- Patient admission & discharge workflows
- Real-time vitals charting & trends
- Clinical scoring (NEWS, SOFA, APACHE, qSOFA)
- Ventilator weaning protocols
- Order panels & investigations with push-to-lab
- Alert rules & escalation
Intelligence & Automation
AI-Driven Analytics & ML Insights
Machine learning-powered diagnostic assistance with per-parameter anomaly detection, automated classification, trend analysis, and multi-provider AI fallback chain.
- Machine Learning anomaly detection (z-score per parameter)
- LiteRT browser-based classification (Normal/Borderline/Abnormal)
- Cloud AI integration (Gemini, DeepSeek, Puter, Ollama)
- Dynamic provider fallback chain
- ML model training from lab data
- Patient Neural Scan with multi-visit AI analysis
Patient Consent & Data Protection (NDPA 2023 / GDPR / HIPAA)
DX Enterprise is engineered as a data-protection-by-design and by-default system (NDPA s.40; GDPR Art. 25). We process special-category health data only on a lawful basis — primarily the data subject's explicit consent (NDPA s.25 & s.52; GDPR Art. 9(2)(a)) for any third-party AI processing — and we honour every data-subject right set out in the Nigeria Data Protection Act 2023, the EU GDPR, and the HIPAA Privacy Rule.
- Custom consent form templates & dynamic field builder
- Digital touchscreen signature capture & tokenized verification
- Multi-channel communication opt-in/opt-out (Email, SMS, WhatsApp)
- Public one-click unsubscribe & consent revocation portal
- Granular consent audit trails with timestamped IP & device logging
- Role-based consent access control (RBAC)
- Explicit AI-processing consent gate — third-party AI sub-processors (Gemini, DeepSeek, etc.) are only engaged after the patient's explicit, records-based consent; otherwise a deterministic, on-premise rule engine is used (GDPR Art. 9(2)(a); NDPA s.25).
- Marketing & birthday opt-in — promotional and birthday SMS require a positive, recorded opt-in per channel; absence of consent is treated as refusal (GDPR Art. 21; HIPAA §164.508 marketing authorisation).
Data-Subject Rights We Honour
| Right |
Legal Basis |
How DX Enterprise Delivers It |
| Right of Access |
NDPA s.33 • GDPR Art. 15 • HIPAA §164.524 |
Self-service Data Access Request portal with token-link identity verification that exports a complete, machine-readable JSON copy of all personal & health data (visits, results, reports, consents). Staff console for processing requests within the statutory 30-day window. |
| Right to Rectification |
NDPA s.32 • GDPR Art. 16 • HIPAA §164.526 |
Authorised users amend demographic and clinical records through audited workflows; every change is logged to the immutable audit trail. |
| Right to Erasure ("Right to be Forgotten") |
NDPA s.34 • GDPR Art. 17 |
Self-service Erasure Request portal that, on verified request, permanently deletes direct-marketing & contact data (consent records, recall lists, campaign recipients) and pseudonymises the patient master record. |
| Right to Restriction / Retention Carve-out |
NDPA s.34(3) • GDPR Art. 18 |
Where medical records must be retained by law, we do not delete but restrict processing, sever the data from the identity by pseudonymisation, and retain it solely for the legal obligation. |
| Right to Data Portability |
NDPA s.33 • GDPR Art. 20 |
The access export is delivered in structured, interoperable JSON suitable for transmission to another controller. |
| Right to Object & Withdraw Consent |
NDPA s.35 • GDPR Art. 21 & Art. 7(3) |
Patients withdraw marketing/AI consent at any time via the revocation portal and per-channel opt-out; withdrawal is effective immediately and recorded in patient_communication_consent. |
| Rights re: Automated Decision-Making |
NDPA s.36 • GDPR Art. 22 |
AI-derived insights are decision-support only; a human-in-the-loop authorises all clinical reports and AI summaries never auto-execute without explicit patient consent. |
Technical & Organisational Measures (GDPR Art. 32 / NDPA s.40)
- Encryption at rest & in transit — credential and API-key hashing, TLS with HSTS enforcement (NDPA s.41 security safeguards).
- Least-privilege access — granular RBAC; AI and consent management scoped to the
CONSENT_MANAGE / AI_ACCESS rights.
- Immutable audit logging of every access, export, erasure and consent change with IP, user-agent and timestamp.
- Rate limiting per IP/resource to mitigate brute-force and enumeration of patient identities.
- Non-enumerating responses on public request portals — the system never confirms or denies whether a record exists.
- Data minimisation — AI analysis logs are minimised and the third-party AI fallback chain is config-gated to default-off per facility.
Doctor Self-Service Portal
Independent portal for referring physicians to track referred patients, view commission earnings, and manage their referral practice — available 24/7 from any device.
- Independent OTP-based authentication
- Referred patients view with test details
- Real-time commission tracking & earnings
- Commission disbursement history
- Personalised referral statistics
Patient Self-Service Portal
Online portal for patients to view test results, book appointments, download PDF reports, and track sample status — accessible from any device.
- OTP-based secure authentication
- Test results viewing & PDF download
- Appointment booking
- Sample status tracking
- 30-day session tokens
Patient Health Tracking
DX Enterprise automatically builds a personal, longitudinal health profile for every patient as their test history grows. Once a patient has completed at least three visits, the system begins generating a monthly health assessment that compares results across visits, highlights improving or worsening trends, and flags values outside normal reference ranges. Patients can follow their own risk score and trajectory over time through the self-service portal, while clinicians see the same evidence at the point of care.
- Automatic longitudinal health profile built from visit history
- Activates after the 3rd visit, once sufficient data is available
- Cross-visit trend tracking (improving / stable / declining)
- Risk scoring with abnormal-result flagging against reference ranges
- Shared view for patients (portal) and clinicians (patient record)
- Computed automatically each month from authorized results — no manual entry
Lead Capture & Follow-up
Comprehensive lead management for walk-in, phone, and online enquiries. Track lead lifecycle from first contact through conversion with automated follow-up scheduling.
- Lead capture (walk-in, phone, online, self-pay)
- Lead lifecycle tracking (new → contacted → converted)
- Conversion creates patient + visit automatically
- Follow-up task assignments & scheduling
- Multi-channel outreach tracking
Waiting List & Auto-Notify
Priority-based waiting list management with VIP/Urgent/Normal queuing, automated multi-channel notifications, and batch processing for high-volume operations.
- Priority queue (VIP/Urgent/Normal)
- Automated SMS/email/WhatsApp notifications
- Batch processing for high-volume scheduling
- Auto-expiry for stale entries
- Cron-integrated scheduling
Operations & Compliance
Inventory & Stock Management
Full inventory lifecycle from procurement to consumption. Track reagents, consumables, and supplies with automated stock deduction on sample collection.
- Stock item catalogue with categories
- Supplier management & procurement
- Automated consumption on phlebotomy collection
- Low-stock alerts & reorder triggers
- Stock movement audit trail
Accounting & Finance
Integrated accounting with account heads, general ledger, tax management, and daily close-out workflows for complete financial oversight.
- Account heads & chart of accounts
- General ledger with double-entry
- Tax master & configurable tax rates
- Daily cashier close-out reports
- Revenue & expense tracking
Quality Control (Advanced)
Advanced QC module with Levey-Jennings charting, Westgard rules evaluation, corrective action tracking, and QC hold that blocks operations when out of control.
- QC materials & target value management
- Levey-Jennings chart with mean/SD/CV% statistics
- Westgard rules (1-2s, 1-3s, 2-2s, R-4s, 4-1s, 10x)
- Corrective action tracking
- QC hold blocks authorization & dispatch when out of control
- Daily QC log management
Barcode & Label Printing
Integrated barcode generation for samples, patients, and labels. Support for multiple barcode formats with thermal printer compatibility.
- Patient barcode generation
- Sample barcode & label printing
- Thermal printer compatibility
- Barcode scanning for sample check-in/out
Digital Signatures
Department-specific digital signature management with configurable signatory roles. Signatures auto-applied to authorized reports.
- Signature image upload per signatory
- Department-specific signatory assignment
- Configurable role labels (Consultant, Head of Dept, etc.)
- Auto-applied to authorized PDF reports
Audit Trail & Compliance
Complete system audit trail with result logging, repeat tracking, comparison tools, and compliance with data protection regulations.
- Full result change logging
- Repeat test tracking & comparison
- Result graphs & trend comparison
- System-wide audit trail
- Admin-only CSV export for compliance