There are slightly different names for the type of document that creates a particular type of business entity. A corporation is created with articles of incorporation. A limited liability company (LLC) is created with articles of organizaiton. A partnership is created with a partnership agreement. Creating a business entity can be confusing. You should consult an experienced business lawyer in your area to help you decide on the best type of business organization and create in in the proper way.
Disclaimer: This answer is provided for informational purposes only, does not constitute legal advice, and does not create an attorney-client relationship. Actual legal advice can only be provided after completing a comprehensive consultation in which all of the relevant facts are discussed and reviewed.
Functionally, Articles of Organization and Articles of Incorporation are synonymous chartering documents for two different business entities (i.e., LLCs and corporations, respectively). So the correct document will depend on what entity you ultimately choose to form for your business. You should determine which entity is right for your particular circumstances and then prepare (or have prepared) the appropriate documents to form the entity with the Florida Secretary of State.