Sources told Reuters that the company is looking to obtain a loan of about 3 billion dollars.
The process aims to create a core group of banks that provide integrated banking services to the company.
Abu Dhabi Holding, which was established in 2018, operates a portfolio of more than 90 companies in various non-oil sectors of the Abu Dhabi economy.
The company has been active in the food sector since its announcement in March that it will acquire 50% of the Abu Dhabi-based Al-Dhahirah Agricultural Holding Company.