Data Analytics Platform

Date

Oct 17, 2025

effective

10M/day Data Processing, <100ms Response Time

CLIENTS

Barone LLC.

Role

Tech Strategy

We review your current setup and design a scalable SaaS architecture from day one.

Without a tech strategy, the Series Seed analytics SaaS capped at 500K daily events and unstable performance.

Our architecture review established a scalable foundation processing millions of daily events from production.

Case Study Overview

The monolithic prototype lacked caching and distribution, causing 800ms query latency and frequent timeouts.

Without a strategic blueprint, technical debt and rewrites threatened market entry and investor confidence.

We audited and designed an AWS event-driven architecture using Kafka, ClickHouse, Redis, and serverless scaling.

Through phased planning and load testing, we sustained sub-100ms latency processing 10M events daily.

The redesigned architecture handled 10M+ daily events under 100ms, supporting rapid customer growth.

By eliminating bottlenecks and reducing costs 55%, the foundation enabled innovation and Series A.

Partners

Apex Metrics

Partners

PulseData

Partners

Sentinel Flow

The Teams