Evidence · first-party tested

Captures only 1 task for the first role and misses 3 role-1 bullets: the ML pipelines, REST APIs, and ETL migration responsibilities.

✗ FailedHrFlow →
Input — the actual file we sent
Multi-column sidebar resume — Priya Sharma
A two-column, sidebar-style resume for Priya Sharma designed to test whether parsers can preserve reading order and correctly extract content from split layouts.
Output — unretouched
tool output
Output — unretouched
tool output
The observation

Captures only 1 task for the first role and misses 3 role-1 bullets: the ML pipelines, REST APIs, and ETL migration responsibilities.

Criterion: Work experience — companies, titles, dates, task completeness · 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.
Same input, other tools
Affinda ✓ WorkedAirparser ✓ WorkedHireability ✗ FailedLlamaParse ⚠ Struggled
Real outputs, no retouching · every cell queryable via API & MCP · aidemos.com