Proof

Proof and benchmarks

Volca earns trust through visible evidence: public examples, reproducible workflows, screenshots, and concrete proof points tied to real environmental data.

What you can check

  • Concrete workflows using public or legally shareable data
  • Search and inspection examples that can be repeated
  • Screenshots showing what Volca exposes instead of hiding the data path
  • Compatibility notes with explicit caveats where coverage is partial

Reproducible workflows

Step-by-step public examples help people see what Volca actually does in practice.

Benchmarks

Timing and runtime notes are most useful when they are tied to a real workflow question, dataset, and hardware context.

Inspectability proof

Screenshots, walkthroughs, and short explanations show how users inspect structures, mappings, and intermediate logic.

What strong proof looks like

Specific

Tied to a real question, a real dataset context, and a real workflow.

Reproducible

Repeatable when the data is public, or clearly marked when the data is licensed or restricted.

Honest

Shows assumptions, limits, and caveats instead of hiding them behind marketing language.

Current state

Search typo tolerance

Agribalyse search finds both spellings

In Agribalyse 3.2, searching for trellis and treillis returns the same two relevant activities. This is a small but concrete proof point: search is useful even when the user does not type the exact spelling found in the source dataset.

Volca search results in Agribalyse 3.2 showing two matching activities for the query treillis, illustrating typo tolerance between trellis and treillis.

The public evidence is intentionally concrete and narrow. The clearest way to understand Volca today is through the live pages, current example workflows, and proof points that can be inspected directly.