Score every AI agent in your close cycle.
Reconciliation bots, invoice triage, FP&A copilots — every vendor pitches a faster month-end. AgentScore reads your ERP-adjacent data and tells you which agents close clean and which create rework on the next reconciliation.
What you see in the dashboard
- Per-agent score across closed-on-time rate, exception-discovery accuracy, analyst override rate, and DSO impact.
- ImplementationScore for the finance org — workflow integration with the ERP, governance maturity (segregation of duties, audit log integrity), learning loops on override patterns.
- Recommendations that point at the GL account or AP queue where the agent is quietly miscategorizing — fix the rule, not the dashboard.
The agents
What AI in a finance-ops team typically looks like.
Reconciliation, AP/AR triage, and FP&A drafts — same eight factors as every other vertical, weighted for finance operations.
Reconciliation bot
Matches transactions across bank, AR, AP, and the GL. Flags exceptions. Mutes itself when accounting overrides.
Invoice triage
Reads inbound invoices, classifies them, routes for approval against your matrix.
Anomaly scanner
Watches GL activity for unusual patterns, surfaces what an analyst should look at this morning.
FP&A copilot
Drafts variance commentary, builds first-cut budget vs. actuals, hands off to an analyst for sign-off.
Collections assistant
Drafts dunning emails, recommends call priorities, tracks customer responses end to end.
The signal
What we read from your ERP, GL, and AR/AP feeds.
OAuth or CSV. We never read transaction-level personal data — only operational metadata for accounts, vendors, and timing.
Closed-on-time rate
Share of close tasks the agent owns that finish inside the close calendar.
Exception-discovery accuracy
Share of agent-flagged anomalies an analyst confirms as real.
Analyst override rate
How often an analyst overrides the agent's classification or commentary.
Days sales outstanding (DSO)
DSO impact on accounts the agent owns vs. team-baseline accounts.
Manual-touch rate
Share of agent-handled documents that still required human follow-up.
Mid-market controller team · 4 analysts · 2 close agents
A reconciliation bot that closed faster — with reopened entries the next week.
The vendor reported month-end finishing 1.3 days earlier on average. AgentScore caught the override rate climbing to 14%, with two GL accounts producing most of the override traffic.
Two account-mapping rules tightened, override rate fell back under target, the time savings held. Audit-trail clean again.
SOC 2 in progress
Type II audit kicked off Q3 — interim report on request.
Read-only data access
OAuth scopes never request write to your CRM, jobs platform, or call data.
Algorithm-only scoring
Every score computed by ASAM. No manual overrides — not for customers, not for us.
Anonymized at ingest
Identifiers stripped before any aggregate analytics. We never train on identified rows.
Get a defensible read on your finance-ops AI.
Operational metadata only. Read-only access. Audit-friendly logs.