Cloud-native Architecture
Context
The situation before the platform
Why healthcare organisations needed one workforce system instead of spreadsheets, phone calls and paper credential files.
| The business |
Healthcare organisations staffing clinical shifts across multiple facilities, together with the administrators who run staffing operations and the clinicians who pick up shifts, submit timesheets and maintain certifications. |
| The starting point |
Fragmented staffing systems, manual scheduling, disconnected communication channels and paper-based operational workflows. There was no single place to see who was available, who was compliant and which shifts were still unfilled. |
| The trigger |
Managing clinician certifications, licences and compliance records by hand created real risk: expired credentials reaching live shifts, difficult audits and possible compliance violations as staffing volume grew. |
| What they wanted |
One centralised platform covering real-time shift scheduling, clinician matching, credential verification, compliance tracking, timesheet processing, payroll-ready workflows and workforce analytics, with role-based views for administrators, facilities and clinicians. |
| Constraints |
Staffing demand rising across multiple facilities meant performance and operational consistency had to hold under growing workloads · sensitive clinician and operational data required HIPAA-aligned workflows and secure access controls · the interface had to serve very different user roles without adding friction to daily work. |
System
What it runs at today
The platform as delivered, live across healthcare organisations.
Administrative workflows
45%
Reduction in administrative workflows after scheduling, timesheets and compliance moved into one system
Core modules
5
Shift management, clinician matching, credentials and compliance, timesheets and payroll, workforce analytics
Engagement length
24+
Months, as an ongoing product engineering partnership
Team size
4+
Design, engineering and QA covering frontend, backend, cloud and integrations
The engineering problem
Five gaps that shaped the build from day one
Not vague pain points — the specific operational tensions in digitising healthcare staffing, each paired with what we did about it.
0
1
Manual staffing and scheduling processes
Facilities relied on manual scheduling methods, disconnected communication channels and fragmented workforce coordination systems. Those workflows increased administrative overhead, delayed staffing operations and left administrators without a reliable view of the workforce.
What we did
Real-time shift creation, modification and management, with clinicians accepting and managing assignments directly in the platform — automation-driven scheduling in place of calls, messages and spreadsheets.
0
2
Credential and compliance management complexity
Certifications, licences, compliance records and regulatory requirements were managed by hand. That created operational risk and raised the chance of expired credentials, audit difficulties and compliance violations going unnoticed.
What we did
Compliance built into workforce operations: credential verification, certification tracking, validity alerts, audit logs and regulatory workflows, so only qualified and compliant clinicians can be assigned to a shift.
0
3
Workforce coordination without a shared view
Existing systems lacked centralised workforce visibility, which made it hard for administrators and facilities to match clinicians against availability, specialisation and operational requirements with any confidence.
What we did
Intelligent clinician matching that weighs availability, credentials, specialisation, experience and facility requirements, backed by centralised workforce dashboards for administrators and facilities.
0
4
Scalability and operational performance
As staffing demand increased across multiple facilities, organisations struggled to hold system performance, operational consistency and reliable workforce management steady under growing workloads.
What we did
A cloud-native, modular architecture on AWS designed for scale, with performance optimisation and scalability checks carried out before launch so features could be added without destabilising live operations.
0
5
Data security and privacy concerns
The platform handles highly sensitive operational and clinician data that must meet strict security standards and HIPAA-aligned workflows. Secure access controls and protected operational workflows were a condition of the build, not an option.
What we did
Secure authentication, encrypted data handling, role-based access control and detailed audit logging, implemented in line with healthcare compliance standards such as HIPAA across every operation.
Architecture
How it fits together
Simplified — the shape rather than every service.
0
1
Clients
Angular · TypeScript · HTML5 & CSS3 · Tailwind CSS
Role-based web interfaces for administrators, facilities and clinicians, built responsive so a clinician can review and accept shifts on a phone while an administrator works the same data on a desktop.
0
2
Gateway
REST API · Secure authentication · Role-based access control
One REST API surface handles every client request, with secure authentication and role-based access controls deciding what administrators, facilities and clinicians can see and do.
0
3
Services
.NET services · Shift scheduling · Clinician matching · Timesheets & payroll-ready workflows · Compliance tracking · Reporting & analytics
Scalable .NET services carry the automation: scheduling, matching, compliance tracking, timesheet processing and analytics pipelines are separate modules, so each can be tuned or extended on its own.
0
4
Data & infra
MySQL · AWS · AWS EC2 · AWS S3 · Docker
MySQL holds workforce, scheduling and compliance data, with AWS EC2, S3 and Docker providing the scalable, high-availability infrastructure the platform runs on.
Scalability and modularity were design decisions taken in the architecture phase, not retrofitted: data flows were mapped so clinician onboarding, scheduling, timesheets, credential tracking and analytics could grow with organisational demand while performance held.
Solutions
Six systems doing the actual work
Not a features list — the specific things we built behind every number above.
Real-time shift management
Facilities create, update and monitor staffing requirements in real time; clinicians see available shifts, review assignment details and accept based on availability, specialisation and preference.
Intelligent clinician matching
Matching logic connects open shifts to the most suitable clinicians by analysing availability, credentials, specialisation, experience and operational requirements, cutting manual coordination.
Credential & compliance management
Certification uploads, credential validity tracking, audit logs and compliance workflows sit in one system, with automated alerts keeping regulatory adherence visible rather than assumed.
Automated timesheet & payroll workflows
Digital timesheet capture, validation, approvals and overtime calculation replace manual paperwork, producing payroll-ready data and accurate, timely clinician compensation.
Workforce analytics & reporting
Centralised dashboards report staffing performance, scheduling efficiency, workforce utilisation, operational metrics and compliance status for administrators.
Scalable, secure healthcare infrastructure
A cloud-native architecture with encrypted data workflows, role-based access controls, secure authentication and detailed audit logging, sized for enterprise healthcare operations.
Key features
What the platform does day to day
Five capabilities, each closing one of the gaps identified above.
| Capability | Runs | Refresh | What it does |
|---|---|---|---|
| Real-time shift management | Facility-created | Real time | Create, publish and manage staffing shifts while clinicians find and accept available opportunities |
| Intelligent clinician matching | Automated | On shift post | Connect qualified clinicians with open shifts based on availability, skills, credentials and staffing requirements |
| Credential & compliance management | Clinician-submitted | On upload & expiry | Centralise licences, certifications and compliance records to simplify credential tracking |
| Automated timesheet & payroll processing | Per shift | Per pay cycle | Simplify timesheet submissions, approvals and payroll workflows to reduce administrative effort and errors |
| Workforce analytics & operations dashboard | Admin | Continuous | Monitor staffing performance, workforce utilisation, scheduling efficiency and key operational metrics |
Integrations
How the moving parts plug in
Staffing data, communication and document generation reach the platform through one API layer rather than sitting beside it as separate tools.
Connected systems
Bullhorn
Staffing and recruitment data
Twilio
Real-time clinician communication
IronPDF
Automated document processing
AWS
EC2 and S3 infrastructure
↓
through one REST API layer ↓
Platform integration layer
.NET service layer
One contract for every client
Auth & role management
Clinicians, facilities, administrators
Compliance & audit workflows
Credential checks and audit logging
↓
into the core services ↓
Core services
Shifts
Matching
Credentials
Timesheets
Analytics
Because scheduling, credentials and timesheets resolve against the same services, filling a shift, confirming the clinician is compliant and producing payroll-ready hours are three steps in one workflow rather than three separate systems.
Security
What protects clinician and operational data
The platform handles sensitive clinician records and staffing data, so security and compliance were designed into the architecture rather than added at the end.
Encrypted data handling
Clinician and operational data moves through encrypted workflows, with secure authentication controlling every entry point into the platform.
Role-based access control
Clinicians, facilities and administrators reach only what their role requires, with access hierarchies defined during the define phase rather than improvised later.
HIPAA-aligned workflows
Operations were built in line with healthcare compliance standards such as HIPAA, covering data privacy, security and regulatory adherence across the platform.
Audit logging & credential control
Detailed audit logs and credential validity tracking mean only qualified, compliant clinicians reach a shift, and every assignment can be evidenced during an audit.
Process
How we got there
Five stages, starting with how staffing actually works inside a healthcare facility rather than a feature list.
0
1
Discover
Workflow analysis, operational research and stakeholder consultations across healthcare facilities, uncovering inefficiencies in scheduling, workforce coordination, compliance monitoring and clinician management.
0
2
Define
Workforce management journeys were mapped in detail — staffing operations, user roles, access hierarchies and compliance requirements — translating operational insight into structured platform capabilities.
0
3
Design
Role-specific interfaces for a diverse user base: streamlined scheduling workflows, clinician dashboards for shift visibility, and administrative control panels, with accessibility and low operational friction as the priorities.
0
4
Develop
A cloud-native platform bringing shift scheduling, automated clinician matching, timesheet and attendance management, compliance tracking, reporting and analytics into one scalable, modular system.
0
5
Validate
Usability testing, performance optimisation and compliance verification against real-world scenarios, with security measures and scalability checks confirming reliability under varying workloads.
Business impact
What changed for the business
Beyond the headline numbers, three things administrators and clinicians noticed first.
One centralised staffing environment
Fragmented staffing systems gave way to a single automation-driven platform covering scheduling, matching, timesheets, compliance and analytics, with administrators running staffing oversight and reporting from one place.
Faster staffing coordination
Real-time scheduling and intelligent matching cut the time between an open shift and a confirmed clinician, while clinicians and facilities gained simpler shift management and secure coordination.
Compliance readiness at scale
With security and compliance embedded in the architecture, the platform supports the evolving operational demands of healthcare organisations while improving transparency and reliability.
Commercial outcome
What the engineering choices are worth in operating terms
Every headline number traces back to a specific decision, not a vague platform effect.
| Engineering decision | Operating outcome | Measured effect |
|---|---|---|
| Intelligent matching on availability, skills and credentials | Open shifts reach the right clinician without manual coordination | 60% faster shift fulfilment |
| Automated timesheet and payroll-ready workflows | Hours, approvals and overtime calculated without paperwork | 45% less administrative workflow |
| Centralised workforce dashboards and analytics | Administrators, facilities and clinicians work from one view | 50% better coordination |
| Compliance and audit workflows inside the platform | Credential validity enforced before a clinician is assigned | 99% compliance-ready operations |
Stack
What it's built on
The actual technologies, not feature names with icons attached.
Frontend
- Angular.js
- TypeScript
- JavaScript
- HTML5
- CSS3
- Tailwind CSS
Backend
- .NET
- REST API
- MySQL
Cloud & infra
- AWS
- AWS EC2
- AWS S3
- Docker
- GitHub
Integrations
- Bullhorn
- Twilio
- IronPDF
Full case study
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