Business Bench

Tasks · desk · Extraction

CRM contacts from the scanned expo business cards

business-cards-scanned · timeout 1800 s · source

The ask

Sent verbatim as the prompt. The agent works in a copy of the workspace below and sees nothing else.

Jess scanned the business cards from the expo. Can you turn them into contacts.csv for the CRM? Her note says how marketing wants it.

Workspace

  • expo_cards/Scan_2026-09-17_001.pdf
  • expo_cards/Scan_2026-09-17_002.pdf
  • expo_cards/Scan_2026-09-17_003.pdf
  • expo_cards/Scan_2026-09-17_004.pdf
  • expo_cards/Scan_2026-09-17_005.pdf
  • expo_cards/Scan_2026-09-17_006.pdf
  • expo_cards/Scan_2026-09-17_007.pdf
  • expo_cards/Scan_2026-09-17_008.pdf
  • expo_cards/Scan_2026-09-17_009.pdf
  • expo_cards/Scan_2026-09-17_010.pdf
  • note_from_jess.txt

Expected deliverables

  • contacts.csv

Checks

The task passes only when every required check passes. Reference answers, tolerances, and the planted traps are in the repository, not here.

CheckTypeRequiredFailed (frozen) / 6
requested columnscsv_columnsyes0
one row per contactcsv_set_equalyes0
row countcsv_row_countyes0
namescsv_values_matchyes0
titles and companiescsv_values_matchyes0
office phonescsv_values_matchyes0
mobile phonescsv_values_matchyes1
countriescsv_values_matchyes0

Recorded results, complete desk comparison

pass pass, frozen scorer only fail timed out
SystemRepetitionsFrozen / 3Raw / 3Median minutesMean cost (USD)
Proto / DeepSeek V4.1 Flash222.90.0295
Codex / GPT-5.6 sol331.50.2993

Per-attempt check verdicts, raw and frozen verdicts, usage, receipt and artifact hashes for this task are in results/latest/attempts.jsonl under "task": "business-cards-scanned".