Financial Governance for AI Agent Fleets

Your agents can spend.
Who's watching the bill?

Sentoria is the financial control plane for companies running AI agent fleets. Real-time spend monitoring, budget enforcement, and anomaly detection across every agent you deploy.

$35B+
Enterprise AI spend in 2026
0
Tools governing agent spend
33%
Software with agents by 2028

See every dollar your agents spend. In real time.

Most companies deploying AI agents have no idea what those agents spent last month. API calls, tool usage, third-party services, it all adds up in the dark.

Sentoria connects to your agent infrastructure and surfaces a live financial view of your entire fleet. Budget overruns, spending anomalies, rogue agents burning cash at 3am. You see it all.

FLEET MONITOR
procurement-agent $2,340 WITHIN BUDGET
research-agent $890 WITHIN BUDGET
outreach-agent $4,120 87% OF LIMIT
analytics-agent $7,891 OVER BUDGET
support-agent $1,205 WITHIN BUDGET

The FinOps layer your agents need

Observability tools track performance. Sentoria tracks the money.

Budget enforcement

Set spending limits per agent, per team, per project. Sentoria enforces them automatically. When an agent approaches its cap, it gets throttled. When it exceeds it, it gets paused. No surprises on the invoice.

Procurement
62%
Research
34%
Outreach
87%
Analytics
112%
Support
45%

Anomaly detection

Sentoria learns your agents' normal spending patterns. When something deviates, a 3am API binge, a sudden vendor switch, a cost spike with no corresponding output, you get alerted before it becomes a $50K problem.

Compliance audit trail

Every agent transaction logged. Every budget decision traced. Every policy violation documented. When the auditor asks "what did your AI agents spend and why," Sentoria has the answer. EU AI Act ready.

The financial control plane for the agentic era

AI agents are employees now. They spend company money, consume resources, and make purchasing decisions. Every company needs a system that watches the watchers.