EST. 2022 — 2024

Market Intelligence
Decommissioned.

DealBitz was a high-frequency market intelligence platform designed to detect pricing anomalies across retail markets. The platform automated monitoring of retail infrastructure without relying on public APIs, delivering actionable insights in near real time.

Platform Snapshot

PERFORMANCE & STATS
Daily Throughput ~250k Events
Data Processing Core Python / FastAPI
Real-Time Queue Redis Stream / ETL
Client Communication WebSockets
Infrastructure Base Docker / Linux

Operational Retrospective

High-Frequency Ingestion

Established proprietary pipelines for high-frequency polling across retail infrastructure, ensuring reliable data flow independent of public APIs.

Algorithmic Validation

Deployed statistical models to identify pricing anomalies and filter false positives, maintaining 90% accuracy without human intervention.

Decoupled Architecture

Utilized Redis Streams to decouple heavy data acquisition layers from the real-time client API, ensuring sub-100ms latency.

* Operations have ceased. All user data and pricing indices were purged in accordance with GDPR.