: A statement on the results of further violations (e.g., further disciplinary action).

ABG Mandi (sometimes written or ABG Market ) is a major agricultural wholesale hub located in the city of Mandi Baha‑uddin, Punjab, Pakistan . It is one of the largest “mandis” (mandi = market) for fresh produce, cereals, and livestock in the region, serving farmers, traders, and retailers across the Punjab heartland and beyond.

INTIP‑ABG Mandi Live‑Feed Dashboard One‑sentence description: A real‑time, geo‑aware dashboard that pulls the latest commodity‑price, volume, and weather data from the INTIP (Integrated National Trade‑Information Platform) API for the ABG (Agri‑Business‑Group) managed Mandi (regional market) and presents it in actionable visualisations for traders, farmers, and logistics partners.