The best AI models are rarely built alone. They need a researcher with a better architecture, a partner with complementary data, a vendor with domain expertise. But the moment you involve anyone external on sensitive data, the process starts: NDAs, data-sharing agreements, security reviews. Three months pass before a single training run happens. Most teams give up and build in isolation. They settle for models trained on limited data with limited perspectives.