The future of AI must consider how well it serves those furthest from the digital frontier. With vast linguistic, cultural, and geographic diversity, solutions must be designed for real-world complexity. This panel brings together diverse ecosystem actors to share lessons on moving from innovation to outcomes—mobilising philanthropy, government, and mission-driven organisations to de-risk deployment, build infrastructure, shape standards, and chart a practical roadmap for inclusive, human-centred AI in Bharat.