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Scalable Load & Performance
Engineering for a Real-Time Internal Audit SaaS Platform

Scalable Load & Performance Engineering for a Real-Time Internal Audit SaaS Platform

About Client

The client provides an enterprise-grade, cloud-native SaaS platform engineered specifically for internal audit teams. By replacing manual, error-prone spreadsheets with automated reporting workflows and real-time dashboards, the platform provides risk management professionals and executive stakeholders with instant visibility into compliance findings. This unified system ensures corporate governance data remains centralized, secure, and accessible for time-sensitive business decisions.

Key Results Achieved

Reduced average API response time from ~3200ms to under 700ms — a 78% improvement.

Eliminated data corruption and inconsistency issues under concurrent user load.

Validated platform stability for 300+ concurrent users with zero degradation.

Slashed error rate from 18% to under 1% under peak load conditions.

Reduced real-time report generation time from up to 90 seconds to under 8 seconds.

Established a proactive performance monitoring framework using New Relic APM.

"BugRaptors transformed how we think about performance. Their load testing exposed critical bottlenecks in our audit data pipeline that were silently corrupting our dashboards under real-world load."

Verified Client

Connect with our experts for an Assessment.

Is your platform ready to handle enterprise-level concurrent user traffic?

Professional working with technology to address challenges

Challenges We Addressed

Technical Challenges

Replicating concurrent operations across complex data filtering, dashboard rendering, and intensive report generation workflows.
Identifying specific code-level and database bottlenecks causing massive response delays once concurrency crossed 150 users.
Diagnosing why incorrect or cross-shuffled compliance records surfaced on user dashboards during peak traffic conditions.
Pinpointing the exact causes of CPU saturation, memory leaks, and severe database query degradation under sudden spikes.

Operational Challenges

Configuring a dedicated test environment that perfectly matched production hardware and network topologies for actionable data.
Managing communication and rapid engineering feedback loops between the QA, DevOps, and Backend Engineering groups.
Establishing a production-grade application monitoring layer capable of capturing deep-dive telemetry during active load runs.
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Why It Mattered

For a corporate compliance and risk management application, data accuracy and platform availability are non-negotiable. Compliance officers rely on this software to address time-sensitive risks and regulatory issues. Delays, system timeouts, or mixed data records on executive dashboards directly destroy customer trust and expose enterprises to massive compliance penalties. Ensuring platform stability under heavy concurrency was a business-critical requirement needed to close large enterprise contracts and expand market share.

Our Solution for the Client

Our QA engineers deployed a comprehensive performance engineering strategy combining realistic load simulation with deep-dive application monitoring. This approach quickly isolated backend bottlenecks and optimized database dependencies, restoring absolute data accuracy and low-latency processing under intense enterprise workloads.

Our Approach:

Built high-fidelity testing scripts simulating actual business workflows, concurrent reporting requests, and complex filtering patterns based on production traffic analytics.
Executed structured cycles of baseline, load, stress, and soak tests to monitor system behavior under normal, peak, and prolonged operational stress.
Implemented real-time application performance monitoring to trace slow database transactions, identify inefficient N+1 queries, and log infrastructure metrics.
Partnered with the development and infrastructure teams to deploy targeted updates, including database indexing, query rewriting, API caching, and database connection pooling.
Conducted regression test cycles after every infrastructure change to verify performance gains against established service level agreements.
Technical solution implementation

Our Tools :

Apache JMeter logo

Before vs After

MetricBeforeAfter
API Response Time~3200ms (Severe delays in dashboard data load)< 700ms (Near-instant data rendering)
Data Accuracy Under LoadInconsistent / Corrupted data at 150+ users100% data integrity at 300+ concurrent users
Error Rate Under Load18% (Dashboard failures & timeouts)< 1% (Stable and reliable)
Max Concurrent Users150 (System degraded rapidly)300+ (Scaled with no degradation)
CPU Utilization at Peak90-97% (Critical throttling)< 55% (Stable and headroom available)
Report Generation Time45–90 seconds (Unacceptable for real-time)< 8 seconds (Near real-time delivery)

API Response Time

Before
~3200ms (Severe delays in dashboard data load)
After
< 700ms (Near-instant data rendering)

Data Accuracy Under Load

Before
Inconsistent / Corrupted data at 150+ users
After
100% data integrity at 300+ concurrent users

Error Rate Under Load

Before
18% (Dashboard failures & timeouts)
After
< 1% (Stable and reliable)

Max Concurrent Users

Before
150 (System degraded rapidly)
After
300+ (Scaled with no degradation)

CPU Utilization at Peak

Before
90-97% (Critical throttling)
After
< 55% (Stable and headroom available)

Report Generation Time

Before
45–90 seconds (Unacceptable for real-time)
After
< 8 seconds (Near real-time delivery)

Client Testimonial

"BugRaptors really transformed how we think about performance. Their load testing exposed critical bottlenecks in our data pipeline that were silently corrupting our dashboards under real-world load. The precision of their diagnostics and the speed of resolution gave us total confidence to scale our platform to enterprise clients globally."

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BugRaptors is one of the best software testing companies headquartered in India and the US, which is committed to catering to the diverse QA needs of any business. We are one of the fastest-growing QA companies; striving to deliver technology-oriented QA services, worldwide. BugRaptors is a team of 200+ ISTQB-certified testers, along with ISO 9001:2018 and ISO 27001 certifications.

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