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Operations Copilot

Ask by voice. Inspect the answer.

Real demo recording · English narration and captions · Fictional data

THE PROBLEM

An operator needs device information without losing visibility into the data the assistant uses.

THE WORKFLOW

Ask about a fictional inventory, inspect the device reading and play a spoken answer. Tools are read-only.

  1. 01Voice question
  2. 02Bounded intent
  3. 03Inventory lookup
  4. 04Inspectable answer

RECORDED EVIDENCE

Results, with context.

Results on synthetic data
CheckCases
Device selection12/12
Intent identified12/12
Dataset
synthetic-regression-v3-english
Completed cases
12/12
Median / p95 per case
0.004 s / 0.638 s
Evaluation record (UTC)
2026-10-08

Source: the project’s evaluation record, using local inference. Recorded hardware: NVIDIA GeForce RTX 5060 Ti, 595.84, 16311 MiB. Latency includes the full HTTP case and may include initial model loading. These measurements have not been rerun on the machine serving this website.

WHAT WE COULD BUILD WITH YOU

A bounded assistant over a read-only inventory or knowledge tool.

What we would define first

Allowed tools, permission boundaries, operator escalation and integration. Live microphone dialogue is scoped separately.

Demonstration limits

Inventory and questions are fictional. Intent and device evaluation does not establish general conversational quality or enable write actions.

Discuss your use case ↗
Screenshot of the interface for Operations Copilot
Demonstration review interface.

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