It is possible to have hundreds of partners in a business. a LLP (Limited Liability Partnership) may be what you need. There are many accounting firms set up this way.
Since you will be dealing with hundreds of individual interests, make sure that you have well thought out rules for buying into and cashing out of the partnership, taking into account mergers, promotions, retirements and estates.