Vuva AI

Internal · Editorial operations

AI Content Operations Dashboard

Demo workspace — simulated telemetry, real workflows

Evaluations

Demo mode: Demo scores come from a deterministic heuristic harness (real overlap and structure analysis, not random numbers). They are advisory inputs to review, not validated production benchmarks.

Scenarios:

No result yet.

Try the “Unsupported claims” scenario — safety and tone dimensions should flag it.

Dimension methodology

  • Grounding: lexical overlap between draft language and supplied context.
  • Relevance: share of sentences addressing the queried terms.
  • Completeness: length and structural development vs task norm.
  • Tone: penalises unhedged absolutes and intensifiers.
  • Safety: injection-pattern screen — hard FAIL on detection.
  • Accessibility: heading structure and length heuristics.
  • Source coverage: citation markers across supplied sources.

Part of the Vuva Systems portfolio — vuvasystems.com