Customer stories · Healthcare technology

Innovaccer Scales Data Infrastructure with Kloudfuse Observability

Innovaccer transitioned from legacy and homegrown observability solutions to Kloudfuse as its unified platform, replacing Thanos, Prometheus, Fluentd, Elastic Kibana and New Relic with a single data lake deployed inside its own VPC.

This shift delivered measurable results

Cut Mean Time to Resolution (MTTR) by23%
Reduced Observability Costs by30%
Reduced Customer Reported Incidents by50%

Hear the story from Innovaccer’s SRE team.

Recorded at KubeCon. Eight minutes on what changed after Innovaccer moved from fragmented tooling to one platform.

Sudhanshu SharmaManager of DevOps & SRE, Innovaccer

About Innovaccer

Innovaccer activates the flow of healthcare data, empowering providers, payers, and government organizations to deliver intelligent and connected experiences that advance health outcomes. The Healthcare Intelligence Cloud equips every stakeholder in the patient journey to turn fragmented data into proactive, coordinated actions that elevate the quality of care and drive operational performance. Leading healthcare organizations like CommonSpirit Health, Atlantic Health, and Banner Health trust Innovaccer to integrate a system of intelligence into their existing infrastructure — extending the human touch in healthcare.

Innovaccer’s Cutting-Edge Cloud Architecture

Innovaccer’s modern, microservices architecture is driven by the need to manage sensitive patient records and historical data securely. Unlike many cloud-based solutions, Innovaccer opts for a single-tenant deployment model, offering each customer three distinct accounts: staging, development, and production. This approach results in hundreds of separate environments, each running the complete stack of Innovaccer’s software.

Moreover, Innovaccer operates across multiple clouds, including Azure and AWS, allowing customers to choose their preferred platform. This intricate ecosystem demands a robust infrastructure, cloud, and application observability to ensure seamless operations and prompt customer responsiveness across diverse cloud environments.

Challenges of Fragmented Observability Tooling

Prior to using Kloudfuse, Innovaccer faced several challenges in leveraging its diverse set of observability tools across infrastructure, cloud components, and applications. This included a combination of open source, vendor-specific, and homegrown tooling pieced together. Tools such as Thanos and Prometheus were used for metrics, while logging was managed through Fluentd and Elastic Kibana. Additionally, New Relic was utilized for application performance monitoring.

This fragmented environment posed several challenges:

  1. Management Overhead

    Overseeing and managing multiple observability tools each monitoring one stream of data across metrics, logs, and traces required extensive effort. Furthermore, maintaining proficiency across this diverse toolset posed challenges for an expanding engineering team.

  2. Issue Resolution Complexity

    When encountering issues, the investigation process involved navigating through multiple systems and manually correlating various data streams. This manual approach made identifying root causes of issues challenging, significantly prolonging Mean Time to Resolution (MTTR) to an average between 2-2.5 hours, impacting SLAs and customer satisfaction.

  3. Data Security Concerns

    Upholding data security standards was another challenge, as data could not leave each customer’s Virtual Private Cloud (VPC), crucial for maintaining customer trust, particularly concerning the sensitive nature of patient records.

We searched for a solution that would unite us under a single interface, setting a new standard for observability. Our goal was to replace complexity of managing in disparate systems with proactive insights, where every data point could quickly and efficiently lead to pinpointing the exact source of any issue.

A Unified Vision: Why Innovaccer Chose Kloudfuse for Observability Transformation

Innovaccer chose Kloudfuse for several reasons:

  1. Unified Observability

    Kloudfuse offers a single platform for seamless analysis of data across traces, metrics, and logs, all within a unified view.

  2. Simplified Administration

    Managing one observability platform ensures continuous availability and accessibility to all teams.

  3. AI/ML-driven Anomaly Detection

    Kloudfuse’s advanced analytics and AI/ML capabilities facilitates proactive issue identification and resolution.

  4. Cost-effectiveness

    Kloudfuse’s control plane/data plane deployment model ensures control over observability usage costs. Moreover, its flexible licensing model offers predictable billing, enhancing overall cost-effectiveness of the solution.

  5. VPC Deployment

    Kloudfuse deployment model aligns with healthcare industry data security requirements by supporting VPC deployment.

Replacing New Relic, Elastic, and a patchwork of fragmented tools with Kloudfuse was a game-changer. We cut MTTR by 23%, slashed observability costs by 30%, and reduced customer-reported issues by 50%. Kloudfuse’s unified platform gave us true end-to-end visibility, simplified our engineering, and empowered our teams with faster, smarter troubleshooting.

Quantifying Success: The ROI of Unified Observability with Kloudfuse

Following a successful Proof of Concept (PoC), Innovaccer transitioned its Observability to Kloudfuse in just 5 weeks. This quick migration was facilitated by Kloudfuse’s seamless integration, eliminating the need for a new agent installation. Telemetry data was effortlessly collected from Innovaccer’s existing agents and seamlessly integrated into Kloudfuse’s observability data lake.

Upon migrating to Kloudfuse, Innovaccer experienced a significant transformation in its operational efficiency, resulting in substantial returns, including:

  • 23% Reduction in MTTR: By leveraging the Kloudfuse platform, Innovaccer has accelerated troubleshooting — reducing MTTR initially from 2-2.5 hours to 1.35 hours in Q4 2023 and further down to 1.04 hours in Q4 2024, making a 23% reduction. This improvement is driven by Kloudfuse’s centralized observability, which eliminates the need to navigate multiple systems and manually correlate various data streams. Instead, Innovaccer rapidly performs root cause analysis through intuitive data visualization, powerful analytics, and drill-down options.
  • 30% Reduction in Licensing Costs: With the Kloudfuse platform, Innovaccer gains a substantial reduction in licensing expenses, with further savings anticipated upon replacing the last remaining legacy observability tool, showcasing ongoing financial benefits.
  • 50% Drop in Customer-Reported Issues: With the proactive issue detection capabilities of the Kloudfuse platform, Innovaccer has reduced P0 customer-reported incidents from 28 in Q4 2023 to just 14 in Q4 2024, a 50% decrease.
Kloudfuse unified our observability data into a single lake, increasing developer productivity, reducing MTTR, and cutting operational costs, while its VPC deployment ensured our data is completely secured.

Observability Adoption Across the Company

Kloudfuse has quickly gained traction across Innovaccer, with over 300 R&D engineers leveraging its capabilities to troubleshoot issues in both production and development environments. Additionally, approximately 200 members of the customer relationship and engagement teams utilized Kloudfuse to detect and analyze customer issues before transferring them to engineering for resolution. This widespread adoption underscored Kloudfuse’s value and its pivotal role in driving operational excellence within the Innovaccer.


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