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AI Agent Control Center

Deploy AI agents that run financial operations autonomously, with full audit trails, access controls, and human-in-the-loop guardrails.

Deploy specialized agents

Reconciliation, anomaly detection, vendor onboarding: pre-built and customizable.

Reconcileractive
Anomaly Detectoractive
Onboarding Botactive
Report Writeridle

Full observability

See every prompt, tool call, and output. Know exactly what each agent did and why.

promptCheck GL for anomalies
toolquery_table('gl_entries')
result3 flagged · $12,400
actioncreate_alert(severity=high)

Scoped access

Agents only see the data and systems they're authorized to. Same RBAC as your team.

gl_entriesread
invoicesread/write
contractsread
payrolldenied

Approval gates

Require human sign-off for high-value actions. Configurable thresholds per workflow.

Threshold rule

Amount > $50,000

Require human sign-off

Configurable per workflow

Drift and risk alerts

Get notified when an agent's behavior or outputs diverge from baseline.

Output variance +42%5m ago
Unusual GL pattern1h ago
Latency spike: 3.2s2h ago
Duplicate invoice3h ago

Performance metrics

Track agent accuracy, latency, cost, and ROI over time across every workflow.

Accuracy

98.2%

Avg latency

1.4s

Cost / run

$0.03

Tracked across every workflow

Ship faster. Spend less. Stay in control.

Finance teams use Millentic to replace months of IT projects with agentic workflows that go live in days.