Client Overview
Client: Aria IQ
Industry: AI-Powered Video Surveillance
Location: India
Aria IQ offers an AI-driven surveillance platform that combines facial recognition, object detection, and real-time alerting. Designed for high-security and public infrastructure use cases, the platform relies on real-time video ingestion, fast AI inference, and reliable system uptime to deliver instant insights and prevent threats.

Business Challenge
As a fast-growing startup in the AI surveillance space, Aria IQ faced multiple cloud infrastructure challenges at the foundational stage:
- ✅ No Centralized Infrastructure: No secure, scalable, cloud-native environment for video-heavy workloads.
- ✅ Security Risk Exposure: Default configurations with limited access controls posed risk.
- ✅ Manual Deployments: Inconsistent and error-prone, leading to delays and inefficiencies.
- ✅ Performance Bottlenecks: AI inference and live streams experienced latency due to poor scaling.
- ✅ Lack of CI/CD & Monitoring: No automation or real-time insight into environment health.
They needed a partner to both set up the cloud infrastructure from scratch and optimize it for long-term growth.
Overdot's Solution
Overdot took full ownership of Aria IQ’s cloud setup—designing, deploying, and optimizing their AWS environment to meet production-grade performance, security, and scalability.
☁️ Cloud Infrastructure Setup
- Deployed platform on AWS using well-architected principles
- Designed VPCs, NAT gateways, and subnet isolation for clean separation
- Enabled multi-region S3 storage with lifecycle management for video data
🔐 Security-First Design
- Implemented IAM with least privilege access
- Enabled encryption at rest and in transit
- Configured AWS WAF and strict security groups
⚙️ Automation & DevOps
- Built IaC using Terraform for rapid environment provisioning
- Set up GitHub Actions pipelines for CI/CD with approvals
- Used ECS + Fargate for secure containerized workloads
📡 Observability & Performance
- Deployed CloudWatch + Prometheus for monitoring and alerts
- Added dashboards to monitor CPU, latency, and video stream health
- Used CloudFront and caching to reduce latency globally
Results & Business Impact
🚀 Infrastructure Setup
Complete AWS cloud environment built and secured in under 4 weeks.
🔐 Security Hardened
Zero public exposure with full IAM control, encryption, and WAF in place.
⚙️ 95% Automation
CI/CD and IaC pipelines enabled consistent, error-free deployment flows.
📉 40% Cost Optimization
Rightsizing, reserved instances, and optimized workloads cut costs significantly.
📈 Scalable & Future-Ready
Infra supports 10x future load with observability and auto-scaling in place.
Overdot’s collaboration with Aria IQ enabled them to launch confidently on the cloud—with a secure, automated, and production-ready foundation designed for growth.
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