Scaling & Infrastructure

From small MVP to 10 million users. 6 scaling phases with 99.99% SLA, auto-scaling, 24/7 monitoring.

We have scaled 50+ projects from 0 to millions of users. Experience from early startup to unicorn scale.

6 Scaling Phases

Roadmap from MVP to enterprise-scale infrastructure

Phase 1

Phase 1: Proof of Concept (MVP)

Users: < 1K users

Timeline: 0–3 months

Cost: $500–2K/month

Architecture

Monolithic + Simple DB

Start simple: single server, basic database, no complex infrastructure. Focus on product-market fit.

Tech Stack: Single instance (AWS EC2/GCP Compute) + RDS/Cloud SQL

Phase 2

Phase 2: Early Growth

Users: 1K – 50K users

Timeline: 3–6 months

Cost: $2K–5K/month

Architecture

Load Balanced + Read Replicas

Add horizontal scaling: load balancer, database read replicas, basic caching.

Tech Stack: Load Balancer + 2–3 backend instances + Master-Slave DB

Phase 3

Phase 3: Scaling Out

Users: 50K – 500K users

Timeline: 6–12 months

Cost: $5K–15K/month

Architecture

Microservices + Kubernetes

Microservices architecture, Kubernetes orchestration, Redis caching, CDN for static assets.

Tech Stack: K8s cluster + 5–10 service replicas + Redis + CDN

Phase 4

Phase 4: Multi-Region

Users: 500K – 5M users

Timeline: 12–18 months

Cost: $15K–50K/month

Architecture

Multi-region + Database Sharding

Deploy to multiple regions, database sharding by geography, global CDN, disaster recovery.

Tech Stack: 3+ regions, sharded DB, global failover, multi-cloud strategy

Phase 5

Phase 5: Hyper-Scale

Users: 5M – 100M users

Timeline: 18–24 months

Cost: $50K–200K/month

Architecture

Event-Driven + Data Warehouse

Event-driven architecture, real-time analytics, data warehouse (BigQuery), streaming pipelines.

Tech Stack: Message queues + Streaming + Data lake + Analytics

Phase 6

Phase 6: Enterprise Scale

Users: > 100M users

Timeline: 24+ months

Cost: $200K+/month

Architecture

Custom Infrastructure + Edge

Custom infrastructure, edge computing, custom databases, dedicated DevOps team.

Tech Stack: Global edge network + Custom DBs + Proprietary infra

Performance Benchmarks

Enterprise-grade SLA and performance standards

99.99%

Uptime SLA

~4.26 min downtime/year

<100ms

API Response Time

P99 latency

<3s

Page Load Time

On 3G network

>95

Lighthouse Score

Performance metric

0ms

Zero-downtime Deploy

Blue-green deployment

24/7

SOC Monitoring

Real-time alerts

1sec

Auto-recovery Time

Failover automation

99.9%

Database Availability

Multi-region replication

Ready to Scale?

We have experience scaling from 0 to 100 million users. Let's build solid infrastructure for your future together.

Scaling Consultation arrow_forward