Engineering case studies

Tech Stack

The Challenge

A high-growth sales organization needed to replace manual lead qualification and CRM updates with an autonomous system capable of reasoning across fragmented data sources without hallucinating pipeline state.

The Architectural Solution

We engineered a multi-agent orchestration layer with dedicated planner, researcher, and executor agents. Each agent operates within strict tool-calling contracts, syncing CRM state in real time via idempotent webhooks and maintaining a shared memory graph for cross-session continuity.

Tech Stack

The Challenge

Legacy upload flows routed all binary traffic through application servers, creating bandwidth bottlenecks, elevated EC2 costs, and expanded attack surfaces for unauthenticated file ingestion.

The Architectural Solution

We implemented direct-to-S3 presigned URL modules with short TTL signatures, offloading upload bandwidth entirely from compute. CloudFront distributions stream media globally while IAM policies enforce least-privilege access per tenant prefix with audit logging on every object mutation.

Tech Stack

The Challenge

A national salon franchise required a unified platform to manage appointments, staff scheduling, inventory, and real-time analytics across hundreds of locations—with zero tolerance for double-bookings or stale dashboard data.

The Architectural Solution

We delivered a modular MERN/NestJS architecture with event-driven microservices tracking booking lifecycle events. Robust MongoDB schemas enforce atomic slot reservations, while responsive React dashboards surface live occupancy metrics and staff utilization across regions.