Case Notes

Real outcomes from our engagements. See how we help teams ship faster, break less, and spend smarter.

SaaS Platform

Reduced Deployment Time by 85%

Transformed a manual deployment process taking 4 hours into a 30-minute automated pipeline. Eliminated deployment-related incidents and enabled daily releases.

85% Faster Deployments
0 Deployment Incidents
7x More Frequent Releases
FinTech Startup

Cut Infrastructure Costs by 60%

Implemented cost-aware architecture patterns and automated resource optimization. Maintained performance while dramatically reducing cloud spend.

60% Cost Reduction
$180K Annual Savings
0% Performance Impact
AI/ML Company

Accelerated Model Deployment by 10x

Built MLOps pipeline from notebook to production. Reduced model deployment time from weeks to hours with automated testing and monitoring.

10x Faster Model Deployment
95% Automated Testing Coverage
24/7 Model Monitoring
E-commerce Platform

Eliminated 99% of Production Incidents

Implemented comprehensive monitoring, alerting, and incident response procedures. Transformed reactive firefighting into proactive reliability engineering.

99% Fewer Incidents
99.9% Uptime Achieved
5min Mean Time to Detection
Enterprise SaaS

Scaled Team Productivity by 300%

Established platform engineering practices and developer self-service capabilities. Enabled engineering teams to move faster with consistent, reliable infrastructure.

300% Productivity Increase
80% Self-Service Adoption
50% Faster Feature Delivery
Healthcare Tech

Achieved SOC 2 Compliance in 90 Days

Implemented security controls, monitoring, and compliance automation. Streamlined audit processes while maintaining development velocity.

90 Days to Compliance
100% Automated Controls
0% Velocity Impact

Common Outcomes

Speed

  • 50-90% faster deployments
  • 3-10x more frequent releases
  • Hours instead of days for changes
  • Automated testing and validation

Reliability

  • 90-99% reduction in incidents
  • 99.9%+ uptime achievement
  • Minutes instead of hours to detect issues
  • Proactive monitoring and alerting

Cost

  • 30-70% infrastructure cost reduction
  • $100K-$500K+ annual savings
  • Automated resource optimization
  • Right-sized architecture patterns

Ready for Similar Results?

Let's discuss how we can help your team achieve these kinds of outcomes.