Slashing cloud costs by 35% with a migration to Akamai cloud

Our client is a premier financial technology firm that leverages AI to analyze market patterns and provide innovative trading opportunities in real-time. As their AI-powered platform grew, their existing AWS-based infrastructure became increasingly inefficient, marked by spiraling operational costs and mounting technical debt that threatened their ability to scale.
The Problem: Spiraling costs and technical debt
The Client faced several critical challenges with their legacy cloud setup that hindered both profitability and operational agility:
- Escalating expenditures: Monthly AWS expenditures had climbed to $30,000, creating significant pressure on margins.
- Operational bottlenecks: Technical debt in configuration management and automation workflows made infrastructure updates slow and error-prone.
- Manual scaling hurdles: The lack of automated scaling required heavy manual intervention to handle fluctuating user demand, often leading to resource underutilization or performance dips.
- Reliability raps: Without proactive monitoring or automated incident response, the internal team was constantly "firefighting" issues rather than building new product value.
The Solution: Phased migration and managed SRE
Maxima Consulting designed and executed a two-pronged solution: a seamless, 8-week migration to Akamai Connected Cloud, followed by ongoing Managed Site Reliability Engineering (SRE) Services to ensure long-term performance and resilience.
1. Rapid, risk-mitigated migration
The migration was completed in three distinct phases to ensure zero disruption to live users:
- Analysis & baseline: Conducted a deep-dive assessment to map interdependencies and establish performance benchmarks.
- Pilot & validation: Validated migration workflows and application compatibility on the Akamai platform using Infrastructure-as-Code (IaC) and GitOps practices.
- Full scale move: Successfully transitioned applications and databases to Akamai while maintaining essential multi-cloud integrations with AWS S3 and Secrets Manager.
2. Technical modernization with Cloud Orbit
To modernize the environment, Maxima implemented automated provisioning via IaC, replacing manual setups with repeatable scripts. A comprehensive observability framework was also deployed, utilizing Prometheus, Grafana, and the Elastic Stack for real-time anomaly detection and performance tracking.
3. 24/7/365 managed SRE services
Following the migration, Maxima's SRE team took over end-to-end management of the infrastructure. This includes proactive patching, automated incident management through standardized runbooks, and continuous rightsizing of resources to prevent cost leakage.
The Result: $138,000 annual savings and 99.99% uptime
The transformation delivered immediate, quantifiable value to the client, moving their infrastructure from a cost center to a scalable strategic asset.
Before (AWS)
- Monthly Infrastructure Cost - $30,000
- Uptime Guarantee - N/A (Reactive)
- Technical Debt - High (Manual)
After (Akamai + Maxima)
- Monthly Infrastructure Cost - $18,700 (35% Savings)
- Annual Operational Savings - $138,000
- Uptime Guarantee - 99.99%
- Technical Debt - Minimized (Automated)
By leveraging Maxima’s migration factory and Cloud Orbit platform, The Client achieved performance parity at a fraction of their previous cost, enabling them to focus 100% of their team's energy on innovation.
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