CPU EFFICIENCY
99% → 15%
Resource Optimization
OPEX SAVINGS
₹5,000 → ₹600
Daily Networking
VIDEO DELIVERY
6h → 30m
Transcoding Speed
STABILITY
90%
Crash Reduction
Key
Problems.
The existing infrastructure was facing high operational costs, slow processing, and performance bottlenecks impacting scalability.
Excessive Infra Costs
High networking costs and excessive CPU/GPU mapping caused unsustainable financial burn.
Inefficient Video Pipeline
Transcoding took up to 6 hours with no DRM workflow, limiting content freshness.
System Instability
CPU consistently hit 99%, leading to frequent app crashes and user trust issues.
UX Bottlenecks
Laggy performance on mobile/web and lack of monetization integration restricted growth.
System Diagnostic
Detailed before and after performance mapping.
Infrastructure Stress Test
88%
OPEX COST REDUCTION
Comparative Results.
| Metric | Before | After | Impact |
|---|---|---|---|
| CPU Cores | 32 Cores | 4 Cores | -87.5% |
| CPU Usage | 99% | 15% | -84% |
| GPU Nodes | 3 GPUs | 1 GPU | -66% |
| Transcoding Time | 6 Hours | < 30 Minutes | -92% |
| Daily Network Cost | ₹5,000 | ₹600 | -88% |
| App Crash Rate | High Frequency | 90% Reduction | +90% Stable |
| Content Delivery | Slow/Direct | CDN Optimized | Zero Lag |
| User Experience | Laggy | Smooth & Fluid | High NPS |
Smarter
Methodology.
Infrastructure Audit & Cost Analysis
Codebase Performance Profiling
Video Pipeline Architecture Redesign
UI/UX Evaluation & Optimization
Monetization Engine Integration
Zero-Downtime Deployment
Accelerating
Adoption.
Technical reliability directly drives user engagement. Since optimization, student onboarding has seen accelerating exponential growth.
38.9%
Jan Peak Growth
90%
Uptime Increase
Key Challenges
Service Continuity
Maintaining zero-downtime during massive infrastructure migration.
DRM Security
Ensuring content protection while reducing transcoding overhead.
Scalability
Managing peak concurrent users during exam cycles.
Lessons Learned
1. Efficiency is Business: Infrastructure costs directly impact product scalability and runway.
2. UX Wins: Page speed and crash-free sessions are the primary drivers of user retention in EdTech.
3. No Compromise: Cost reduction doesn't mean performance degradation—it means intelligent engineering.
“Newral is handling complete tech with top most efficiency, they helped us completely transform our platform’s performance and scalability. From major cost optimization to faster video delivery and a smoother user experience, their execution was exceptional. The platform is now more stable, efficient, and growth-ready.”
Mohit Tyagi
Founder – Competishun
