सुबहुश्रुतोऽप्यकृतयोग्यः कर्मस्वयोग्यो भवति ॥
However learned, one who has not practised is not fit to practise.
सुबहुश्रुतोऽप्यकृतयोग्यः कर्मस्वयोग्यो भवति ॥
However learned, one who has not practised is not fit to practise.
Indian healthcare runs on scheme portals, insurer desks, pharmacy ledgers and lab registers. We bring them into one record: pre-authorisations and claims, stock and reports, handled from the same screen.
Stateful, tool-use simulations of Indian healthcare operations: scheduling, pharmacy inventory, lab workflows, referrals, billing, pre-authorisations and claims. Synthetic data, resettable episodes, and rewards verified against the final system state.
A score that means something outside the West: real healthcare tasks from India and emerging economies, home to over a third of humanity, across public provision, government schemes and private cover. Graded on actions, not answers.
Our longest-range research: autonomous agents that work alongside doctors, nurses and care teams, and keep learning from their own experience. Trained with RL in simulation; deployed only under clinical oversight.