Enterprise SaaSDeployment: Q4 2023

Lexicon Core

A knowledge management system for legal firms. Utilizes RAG (Retrieval-Augmented Generation) to summarize case files and precedent.

Lexicon Core Interface
Documents
1M+
Search Time
200ms
Efficiency
10x

The Monolith Problem

Lexicon Core experienced rapid growth in Q4 2023, causing their existing architecture to buckle under traffic spikes. The primary bottlenecks were server-side rendering times averaging 2.5 seconds and database locking during flash sales.

The objective was clear: decouple the frontend experience from the inventory logic to allow for instantaneous page loads while maintaining strict inventory consistency.

Edge Architecture

We implemented a headless architecture using React Server Components. By moving the rendering logic to the edge, we cache static product data globally while streaming dynamic pricing and stock levels in real-time.

Optimistic UI

Cart interactions update instantly on the client, syncing with the database in the background. This reduces perceived latency to zero.

Inventory Locking

We utilized Redis for atomic inventory locking during checkout, preventing overselling during high-concurrency drops.

Detail
Detail

Deployment & Results

Since deployment, Lexicon Core has successfully handled three major product drops with zero downtime. The mobile conversion rate increased by 22% immediately following the migration, attributed largely to the sub-second page transitions.

Lexicon Core | Talino Studio