Markets we work in

Hyderabad has one of the highest concentrations of mid-market manufacturing, pharma, and FMCG operations in South India — and one of the fastest-growing data and AI talent bases in the country.

Mumbai is the headquarters market for India's largest FMCG, retail, and supply chain businesses.

Bengaluru sits at the intersection of technology capability and manufacturing scale — aerospace, defence, heavy engineering, and a rapidly growing electronics manufacturing base.

Singapore is the regional headquarters market for most MNCs with APAC operations.

Malaysia is one of Southeast Asia's major manufacturing hubs — electronics, automotive components, palm oil processing, rubber, and a growing EPC sector driven by infrastructure investment.

Dubai is the most digitally mature market in the GCC and the regional hub for most MNCs operating across the Middle East.

Riyadh is the fastest-growing analytics market in the GCC right now.

Abu Dhabi's economy is anchored in petrochemicals, manufacturing, and government-linked enterprises — ADNOC, Mubadala, ADQ, and their extensive supplier ecosystems.

London engagements for MDI typically fall into two categories: UK-headquartered businesses with manufacturing or supply chain operations in the GCC, India, or APAC; and UK-based private equity or corporate investors who have portfolio companies in those regions and need analytics capability built or improved.

North America engagements are typically for companies with manufacturing or supply chain operations in the GCC, India, or Southeast Asia — where the corporate function is in New York or the broader US, and the operational challenge is in our primary markets.