Cloud & DevOps With AI-Augmented Operations
Infrastructure that scales with your product, managed by a team that uses AI to monitor, optimize, and automate operations. Not just cloud migration - ongoing operational excellence.
Why AI Changes How We Manage Infrastructure
When development moves faster with AI, infrastructure must keep pace. AI is embedded in how we provision, monitor, and optimize - not just how we write code.
Traditional Infrastructure Ops
Manual Provisioning
Infrastructure set up through console clicks or hand-written scripts. Configuration drift across environments. Human error in production setups.
Reactive Monitoring
Alerts fire after incidents occur. Teams scramble to diagnose. Mean time to resolution depends on who is available and what they remember.
Manual Scaling
Capacity planning based on estimates. Over-provisioning wastes budget. Under-provisioning causes outages during traffic spikes.
Manual Incident Response
Root cause analysis through log spelunking. Tribal knowledge determines investigation paths. Resolution depends on individual expertise.
Cost Reviews & Optimization
Quarterly cost audits. Idle resources discovered weeks or months after they should have been decommissioned.
AI-Native Infrastructure Ops
AI-Assisted Infrastructure-as-Code
AI generates and validates IaC configurations. Catches misconfigurations before they reach production. Consistent environments every time.
Predictive Anomaly Detection
AI identifies performance degradation patterns before they become incidents. Your users stay unaffected while the team investigates.
Automated Scaling & Right-Sizing
AI recommends reserved instances and auto-scaling policies based on actual usage patterns. Infrastructure matches demand in real time.
AI-Assisted Root Cause Analysis
AI correlates logs, metrics, and traces to surface probable root causes. Investigation time drops. Engineers focus on fixes, not diagnosis.
Continuous Cost Optimization
AI continuously monitors spend and recommends right-sizing. No more quarterly surprise bills or idle resources running for months.
What We Build
Cloud Architecture & Migration
Design and execute migrations to AWS, Google Cloud, or Azure. Optimized for performance, compliance, and cost. Not a lift-and-shift.
CI/CD Pipeline Automation
Fully automated build, test, and deployment pipelines reducing manual intervention and deployment risk across your team's workflow.
Container Orchestration
Kubernetes and Docker infrastructure for applications that scale dynamically. Auto-scaling, self-healing deployments, and resource optimization.
AI-Augmented Monitoring & Incident Response
Real-time monitoring with AI-driven anomaly detection flagging issues before they affect users. Automated alerting and root cause analysis.
Infrastructure as Code
Terraform and Ansible-based infrastructure management. Reproducible, version-controlled, auditable. AI-assisted configuration reduces human error.
Optimization & FinOps
Continuous cloud cost analysis with AI-driven rightsizing recommendations. Systematic optimization that has reduced operational costs by up to 60%.
Technology We Work With
Our Work
Built cloud-native smart metering infrastructure with SAP-integrated billing
99.9%
Platform uptime
1,500+
Smart meters monitored
60%
Faster billing cycle
Built the enterprise data layer connecting an ERP to an e-commerce marketplace
ERP to Market
Live integration backbone
Queue-backed
Resilient to ERP downtime
Singapore
Region deployment
Built two WhatsApp AI agents and optimised cloud costs for a B2B logistics operator
2 agents
WhatsApp voice + B2B ordering live
AWS
Cloud optimised for cost-performance
Lower
Cost-to-serve on routine enquiries
Built a unified AI learning platform serving 15,000+ students across web and mobile
15,000+
Students served
97%
AI translation accuracy
50%
Faster content turnaround
