Multimodal data observability
Observability for
the physical world.
Search for
# Find every possession where the defense broke down in transition
icelab.query("possessions where the defense broke down in transition")
→ 1,284 matches
→ clustered into 6 defect signaturesBuilt for teams observing petabytes of footage.
Beyond the frame
Most systems see pixels.
We see events.
Meaning lives beneath the surface of every frame.
Keyword search
Finds “collision” in tags
vsSemantic retrieval
Detects the collision
Metadata scan
Codec, bitrate, timestamp
vsEvent capture
Who, what, where, when
Analytics dashboards
Summarize after the fact
vsLive detection
Surfaces signals instantly
AI-native output
Made to be read by the LLMs already debugging your stack.
Structured for LLMs
Replay bundles, defect signatures, and corpus search results ship as structured, machine-readable output. Claude, Cursor, and Cline can reason over an incident without prompt gymnastics.
Replay → root cause in one loop
Paste a defect signature into your AI assistant. Get the failing clip, the model parameters, the media link, and the next step — without leaving the chat.
