Spatial Agents Intelligence

Live Data, GET 'em here

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Live Global Feeds

AIS maritime tracking, ADS-B aircraft surveillance, NWS severe weather alerts, and FAA airspace restrictions — streaming in real time from public sources worldwide.

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Spatial Tiling

Multi-resolution hexagonal indexing organizes the planet into queryable cells. Zoom from global overview to berth-level detail.

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On-Device Intelligence

Apple Foundation Models generate situation reports, detect anomalies, and narrate causal chains — all on-device, all private, all offline-capable.

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Causal Reasoning

An active research direction — structural causal models that aim to explain why patterns emerge, not just that they did. Output quality is bounded by the breadth of sources we ingest; expanding that set is the lever we're pulling.

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Privacy by Design

No cloud processing. No accounts. No tracking. Your queries never leave your device.

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Zero Inference Cost

Apple's on-device model runs free — no API keys, no per-request charges, no usage limits.

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Python Pipelines
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iPhone
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Mac
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Vision Pro

Python pipelines ingest, tile, and serve data. Apple clients receive structured intelligence and run FM evaluation on-device.

Live Map Architecture Causal Flow (research) GitHub