Sterling
Finance Analyst
Sterling drafts financial analysis: P&L, balance sheet, and cash flow narratives, monthly forecasts, and scenario models that translate the numbers into a story your leadership team or investors can act on. Output is advisory analysis, not an attested financial statement.
MEASURED RELIABILITY
DirectionalDirectional — below the publishable floor (≥30 tasks, full corpus, zero degraded); not a headline claim.
32 of 34 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
- P&L Narrative Drafting
- Cash Flow Analysis
- Forecast Modeling
- Investor-Ready Reporting
INTEGRATIONS
HOW IT WORKS
- 1Pulls your accounting data and drafts a narrative on what changed and why
- 2Builds scenario models (best/base/worst) so leadership can stress-test plans
- 3Prepares investor-ready summaries that pair numbers with plain-English context