As a data scientist, choosing the right business structure—LLC or C-Corp—is crucial for protecting your assets, optimizing taxes, and attracting potential investors or clients. This guide breaks down the key differences between an LLC and a C-Corp, specifically tailored for data scientists, ML engineers, and analytics consultants in 2026. Check out our guide on how to register an LLC in Alabama for step-by-step instructions.
C-Corps are the preferred entity type for venture capitalists. If you plan to seek VC funding to expand your teletherapy platform or develop new mental health apps, converting is essential.
C-Corps have a more straightforward structure for mergers and acquisitions. If you envision your therapy practice being acquired by a larger healthcar C-Corps can offer stock options to employees, a powerful incentive for attracting and retaining skilled therapists and administrative staff in a compe
Start your formation with Lovie — $499 one-time, state filing fee included.
State-specific formation guides, cost breakdowns, compliance checklists, and expert comparisons — updated for 2026.