Why pick a niche? Why not be the specialist team that embeds in a company to help launch products the company doesn't have the resources to currently deliver? Offer yourselves on a time and materials basis rather than a project scope basis (which helps a bit with client money Vs deliverables convos) and if you strike on a product idea you can white label yourselves work on it in your spare time.