Pramaan verifies whether a claim about the physical world actually matches reality — the missing layer where fraud hides in lending, insurance, and asset finance. Online (Gemini Live API), the agent watches, listens, translates Hindi↔English, and proactively flags discrepancies in real time. Offline, the same agent runs on-device on Gemma — counting what's actually present against the claim, recovering from bad frames, and deferring to a human. Real-time when online, on-device when offline. Demonstrated on rural field lending; the same engine extends to insurance, subsidy, and inventory checks. Built on the Real-Time Multimodal Interaction track; also competing for Best Use of Gemma 4.
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