OVERVIEW

Client Goals

Offload Platform Operations

Transfer day-to-day platform management to a dedicated outsourced team so internal engineers can focus on product.

Achieve HIPAA Compliance

Establish and maintain full HIPAA compliance across infrastructure, application layer, and data handling processes.

Scale Support Coverage

Move from business-hours-only support to 24/7 monitoring and incident response for 500+ clinic clients.

Reduce Infrastructure Costs

Optimise cloud spend on AWS while improving performance and reliability of the multi-tenant SaaS platform.

Accelerate Release Cycles

Reduce deployment frequency from monthly to weekly with automated CI/CD pipelines and regression testing.

Strengthen Security Posture

Implement enterprise-grade security controls including penetration testing, vulnerability scanning, and SOC 2 readiness.

Technology Alignment

APPLICATION STACK

Python (Django), React.js, PostgreSQL, Redis, Celery

CLOUD & INFRASTRUCTURE

AWS (ECS, RDS, ElastiCache, S3), Terraform, CloudFormation

HEALTHCARE STANDARDS

HL7 FHIR, HIPAA (PHI encryption, audit logging, BAAs)

CI/CD & AUTOMATION

GitHub Actions, ArgoCD, Docker, Helm Charts

MONITORING

Datadog, Sentry, AWS CloudWatch, PagerDuty

QUALITY ASSURANCE

Cypress, Playwright, k6 (load testing), Postman

CHALLENGE

Scaling Operations Without Scaling Headcount

Overwhelming Ticket Volume

Support tickets grew 300% in 12 months as clinic count doubled — the 8-person team couldn't keep up with SLAs.

HIPAA Audit Gaps

Three critical findings in the most recent HIPAA audit — encryption gaps, incomplete access logging, and missing BAAs.

Deployment Bottleneck

Manual deployments taking 4+ hours each, limiting releases to once a month and delaying critical bug fixes.

Cloud Cost Overruns

AWS bill growing 25% quarter-over-quarter with no cost optimisation strategy or resource right-sizing in place.

SOLUTION

Strategic Approach

DEDICATED OPS TEAM

25-person team: 8 DevOps/SRE, 6 platform engineers, 5 QA automation, 3 security specialists, 3 support analysts.

HIPAA REMEDIATION

Closed all audit findings in 45 days — PHI encryption at rest and in transit, complete access logging, and BAA coverage.

AUTOMATED CI/CD

Built fully automated deployment pipeline — code to production in under 30 minutes with automated rollback.

CLOUD COST OPTIMISATION

Reserved instances, right-sized compute, and implemented auto-scaling — reducing AWS spend by 35%.

24/7 MONITORING & SUPPORT

Round-the-clock NOC with 15-minute P1 SLA, automated alerting, and structured escalation matrix.

WEEKLY RELEASES

Moved from monthly to weekly release cadence with automated regression suites covering 2,400+ test cases.

CONCLUSION

Results Achieved

99.95% Platform Uptime

Zero unplanned outages across 500+ clinics for 9 consecutive months after the outsourced team was fully onboarded.

35% Cloud Cost Savings

Annual AWS spend reduced from $1.8M to $1.17M through reserved instances, right-sizing, and auto-scaling.

HIPAA Compliant

All critical audit findings remediated in 45 days — subsequent audit passed with zero findings.

4x Faster Releases

Deployment frequency improved from monthly to weekly — critical hotfixes deployed same-day.

85% Ticket Reduction

Proactive monitoring and auto-remediation reduced reactive support tickets by 85% within 6 months.

Product Team Refocused

Internal engineering team freed to launch 3 new product modules in Year 1 — previously backlogged for 18 months.