Evidence · first-party tested

Captures only 1 of the 4 Role 1 tasks, returning just reducing batch processing time by 40% and missing the other three responsibilities.

⚠ Struggled🧾 artifact-verifiedHrFlow
Input — the actual file we sent
Multi-column sidebar resume — Priya Sharma
A two-column/sidebar PDF resume for candidate Priya Sharma with mixed reading order and a split header. It is designed to test layout-aware parsing and extraction from sidebar content.
Output — unretouched
tool output
The observation

Captures only 1 of the 4 Role 1 tasks, returning just reducing batch processing time by 40% and missing the other three responsibilities.

Criterion: Accuracy · Scenario: Multi-column sidebar resume — Priya Sharma (group: resume-parsing-benchmark)
Query this
get_evidence({
  tool: "hrflow",
  scenario: "resume-parsing-benchmark"
})
MCP · mcp.aidemos.com/api/mcp
Free with attribution.
Real outputs, no retouching · every cell queryable via API & MCP · aidemos.com