GovernSegment: All traffic

Budgets

Track agent spend against monthly budgets. Identify cost hotspots and intervene before overspend.

Error detected

1 agent over budget

Total tracked spend: $50,620 of $53,500 across 6 agents.

Set budget Investigate spend

Agents6

Total budget$53,500

Current spend$50,620

Over budget1

At risk3

Foxhound suggests

LangGraphCap retry-on-empty at 3, fall through to a no-results node.

Expected impact: Modeled monthly spend drops from current overspend trajectory to ≤ 96% of budget.

Budget concentration

See whether overspend is broad or concentrated in a small number of agents before changing thresholds or traffic.

AgentBudgetSpendUsageActions

Returns Resolution Copilot

The flagship return workflow overspent after the compressed rollout introduced retries, manual reviews, and customer follow-ups.

$18,000

$21,340

119%

Shipping Delay Resolution

Carrier-status instability and fallback logic pushed the shipping workflow close to its monthly budget guardrail.

$12,000

$11,380

95%

Premium Escalation Triage

Premium billing reviews and incident-era handoffs increased spend, but still look recoverable.

$6,400

$5,880

92%

Billing Operations Guard

Billing dispute handling remained steady and mostly avoided the broader refund incident spillover.

$7,200

$4,820

67%

Account Recovery Assistant

Account-recovery traffic stayed predictable and inexpensive throughout the same week.

$4,300

$1,890

44%

Policy Grounding Reviewer

Extra policy-verification traffic increased during the hallucination investigation and recovery validation work.

$5,600

$5,310

95%

6 budgets