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NIX Bridge accelerated an enterprise-scale observability migration by 90%, moving dozens of distributed engineering teams from Datadog to AWS in 5 months instead of the projected 12.
Finance and Banking
Cloud Migration, Cloud Services, AWS, NIX Bridge
Datadog, AWS CloudWatch, NIX Bridge
A leading global financial technology enterprise operates an extensive, distributed cloud platform on AWS to power its cross-border payment networks and digital banking services. The ecosystem spans multiple EKS clusters and hundreds of Java-based microservices, all of which require 24/7 visibility to ensure transactional integrity and regulatory compliance. To manage this complexity, dozens of decentralized engineering teams depended heavily on Datadog for real-time monitoring and alerting.
But with more than 7,000 active metrics, terabytes of monthly log volume, and dozens of teams contributing dashboards and alerts, the company’s observability spend surged to nearly $40,000 USD every month.
The cost far outpaced the value delivered, especially as the organization continued to expand its cloud footprint. To navigate the complexity of migrating dozens of global teams, the company engaged NIX to implement a long-term AWS CloudWatch observability strategy.
This strategic partnership aimed to eliminate third-party tool dependency while providing a unified, high-visibility framework for the enterprise’s entire distributed engineering organization.
The organization’s monitoring landscape was a product of years of decentralized growth. Dozens of engineering teams had built independent dashboards, alerts, and pipelines, resulting in a deeply interconnected ecosystem that was nearly impossible to untangle manually.
The scale of data: Over 7,000 active metrics and an annual logging footprint exceeding 10 TB created a high-cardinality environment where every data stream was mission-critical.
Interdependency risk: The reliance on core services such as EKS and Kafka MSK meant observability was not isolated. Dependencies spanned dozens of product teams, making a manual migration a high-risk gamble for system integrity.
Zero-gap mandate: With global production systems running 24/7, the client required a seamless transition. Because these metrics fueled real-time on-call pipelines, any gap in visibility during the shift to AWS-native tools would directly impact the organization’s ability to maintain its SLAs.
To manage the complexity of a global ecosystem, NIX deployed the NIX Bridge solution for seamless observability migration from Datadog to AWS CloudWatch. Our seasoned team delivered a highly coordinated, low-risk transformation across thousands of observability assets.
Leveraging NIX Bridge, we executed a deep-tissue scan of the entire Datadog estate, correlating over 7,000 metrics and terabytes of log patterns across Kafka MSK, EKS, and CloudFront. This provided the organization with its first unified observability map, identifying previously invisible redundant cost drivers and hidden cross-team dependencies.
The platform programmatically generated CloudWatch-native versions of the entire monitoring stack. What would have typically required months of manual labor across dozens of teams was executed in two weeks, including:
To ensure zero visibility gaps, we conducted a month-long parallel run. NIX Bridge generated automated validation reports comparing dashboard fidelity, alert triggering frequency, and metric behavior under real production loads. This provided dozens of distributed teams the confidence to sign off on the migration without pausing product development.
Once parity was confirmed, NIX completed the transition by optimizing the new CloudWatch environment:
The cutover was executed smoothly and without interruption—something impossible without automation at this scale.
By replacing high-cost legacy tooling with a unified AWS-native strategy, the enterprise reclaimed control over its global infrastructure margins. The transition delivered an immediate 45–55% reduction in monthly observability spend, effectively eliminating over $240,000 in annual observability costs.
With NIX Bridge, we ensured the transition was completed in five months instead of the estimated 10–12 for manual migration, providing dozens of the client’s teams with a simplified, unified dashboarding experience.
Transition to AWS Monitoring With NIX Bridge: From $12k to $6k Monthly
Healthcare
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