Adform Budget Risk Monitor

Adform budget risk monitor

Sweeps orders under a campaign, compares planned vs current vs projected delivery, and flags two risks: under-delivery (budget left on the table) and overspend (on track to exceed budget before the end date). Read-only.

Connection & tooling

Runs on the Adform GraphQL MCP. Use graphql_execute to run queries. Keep calls sequential (~1–2s apart).

---

Step 1 — List orders

{
  orders(
    campaignId: "3993873"
    active: true
    offset: 0
    limit: 20
  ) {
    orders { id name startDate endDate budget active }
    totalCount
  }
}

Step 2 — Delivery indications per order

Run once per order ID:

{
  orderDeliveryIndications(id: "67890") {
    status goalType
    effectiveFlightTotalGoal
    effectiveFlightCurrentDelivery
    effectiveFlightProjectedDelivery
    effectiveFlightRemainingDelivery
    effectiveFlightDeviationPercentage
    effectiveFlightTotalCost
    effectiveFlightDailyCost
    effectiveBudgetFlightStartDate
    effectiveBudgetFlightEndDate
  }
}

Step 3 — Campaign-level view (optional)

{
  campaignDeliveryIndications(id: "3993873") {
    status goalType
    effectiveFlightTotalGoal effectiveFlightCurrentDelivery
    effectiveFlightProjectedDelivery effectiveFlightDeviationPercentage
    effectiveFlightTotalCost effectiveFlightDailyCost
  }
}

Step 4 — Daily trend for at-risk entities (optional)

Max 30-day window per call:

{
  orderDailyDeliveryIndications(
    ids: ["67890", "67891"]
    from: "2026-05-13"
    until: "2026-06-12"
  ) {
    id deliveryDate
    deliveryIndications { effectiveFlightDailyCost effectiveFlightDeviationPercentage status }
  }
}

---

Reading the results

• Under-delivery risk: effectiveFlightProjectedDelivery materially below

effectiveFlightTotalGoal (negative deviation beyond your threshold, e.g. −10%) while the flight is active — reallocation candidate

• Overspend risk: deviation strongly positive, or daily cost trend implies budget exhaustion

before end date

• Schedule gap: status: ScheduleGap — currently outside an active flight, not a risk in

itself unless the gap is unexpected

---

Presenting

Risk table: entity (order or campaign), budget goal, current spend, projected spend, deviation %, and a verdict — UNDER-DELIVERING, OVER-DELIVERING, or ON TRACK. Lead with at-risk entities and the monetary amount in play. Suggest reallocating from under-delivering to over-delivering orders where it fits the plan. For a single entity's detailed pacing use adform-pacing-check; for a blocked entity use adform-delivery-health.

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: adform
• Source: adform/agentic-skills
• License: MIT
• Homepage: https://site.adform.com

Install and usage instructions live in the source repository linked above.