Parker
Bookkeeper
Parker handles the daily grind of finance. He categorizes every transaction, reconciles bank statements daily, and ensures your general ledger is always clean and ready for month-end close.
MEASURED RELIABILITY
DirectionalDirectional — below the publishable floor (≥30 tasks, full corpus, zero degraded); not a headline claim.
20 of 30 tasks ran — the rest need credentials not present in the test environment. Below the 30-task floor, so directional only.
Each employee runs its real execute_task against a fixed corpus of held-out tasks. Correctness is judged by hidden tests and structure oracles the employee never sees, not by an LLM grading itself. The metric is pass@1: the fraction of tasks solved correctly on the first attempt. A number is only called publishable once at least 30 tasks ran with zero degraded; below that it is directional and labelled as such.
Run 33916352182, 2026-09-04
How we measure, and the full scoreboardBEST FOR
CORE COMPETENCIES
CAPABILITIES
- Transaction Coding
- Bank Reconciliation
- Receipt Matching
- AP/AR Tracking
INTEGRATIONS
HOW IT WORKS
- 1Categorizes transactions and learns your preferences over time
- 2Reconciles bank feeds daily so month-end close is painless
- 3Matches receipts to transactions automatically via email/mobile