Case studies

Production AI in the wild. What shipped, what it cost, what stayed up.

Architectural breakdowns of recent Quellix Labs engagements — what we built, the security and governance constraints, the measured outcomes, and how the systems are running now.

Operations dashboard for a high-volume marketplace
E-commerce & marketplaces

Multi-agent workflow automation for a two-sided marketplace.

Replaced a stalling support helpdesk with a permission-aware agent network. Buyer-side in-chat ordering, seller-side RAG copilot, all running on top of the legacy CRM with zero downtime.

Read case study
Wheat field — Swastik Brand Aata production
FMCG & supply chain

Predictive analytics & decision intelligence for Madan Mohan Gradings.

Stood up a SOC 2-aligned decision-intelligence layer for an FMCG processor — Airflow-managed pipelines, time-series demand forecasting, geolocation-based distributor routing, full audit trail.

Read case study