Sentinel Analytics.
Unifying disconnected commerce, advertising, and analytics data across 15+ platforms into a real-time operating layer — replacing manual reporting with trusted visibility across every channel.
The Chaos.
Data was scattered across 15+ platforms — Shopify, Amazon, eBay, Facebook Ads, Google Ads, Google Analytics, and custom marketplaces — with no single place to understand performance.
Reporting took weeks of manual spreadsheet work, and decisions were made on stale, incomplete information instead of a trusted operating picture.
The System.
We built Sentinel — a commerce data platform powered by AWS Lambda and Kinesis that ingests tens of millions of records daily into PostgreSQL.
A Flask API provides real-time data access, while the React dashboard gives leaders and operators instant visibility into revenue, ad performance, customers, and orders across every channel.
The Stack.
Built for executive visibility and daily operating trust.
Execution Process.
01. Discovery & Audit
Mapped all 15+ data sources — e-commerce platforms, Facebook Ads, Google Ads, Google Analytics, and financial systems — and established strict data quality baselines.
02. Architecture & Pipeline
Designed the PostgreSQL warehouse and built AWS Lambda + Kinesis streaming pipelines capable of ingesting tens of millions of records daily with zero data loss.
03. API & Dashboard
Built the Flask API layer for real-time data access and the React analytics dashboard giving the executive team live visualizations across all revenue channels.
04. Deploy & Scale
Deployed on AWS with rigorous monitoring. Built the automated 24-hour acquisition onboarding process for integrating newly acquired companies seamlessly.
Turn Complexity Into Advantage.
If your data is scattered, your systems don't talk, or your AI roadmap is stuck in prototype mode, we'll help you identify the fastest path to a production system that pays for itself. Free architecture review included.
Trusted by teams modernizing data, AI, and operations
