AI로 경비 보고서를 회사 정책과 대조하기

에이전트가 정책과 경비 목록을 읽고, 위반 항목마다 어긴 조항을 함께 표시합니다.

파일
예산 상한

실제 실행 보기

2026년 10월 7일에 기록된 실제 실행을 다시 재생합니다. 모델: openai/gpt-6-luna.

성공run_ae931be673f63d34dfc866fd9f435b33$0.03 중 $0.00491

0.00대기 중예산 $0.03 예약됨
2.34MicroVMmicroVM ready
2.39MicroVMworker started · shell off · web off
4.69파일read expense-policy.md
4.69파일read expenses.csv
19.52MicroVMmicroVM destroyed

19.53성공모델 호출 2회, 토큰 3,564개기록된 출력 (영어)

json

{
  "violations": [
    {
      "line": 2,
      "clause": 1,
      "reason": "The expense includes wine, and alcohol is never reimbursed."
    },
    {
      "line": 6,
      "clause": 2,
      "reason": "The $52 expense is missing a receipt."
    },
    {
      "line": 7,
      "clause": 5,
      "reason": "The Sunday ride has no note naming a business reason."
    },
    {
      "line": 9,
      "clause": 6,
      "reason": "This expense is an exact duplicate of line 10."
    },
    {
      "line": 10,
      "clause": 6,
      "reason": "This expense is an exact duplicate of line 9."
    },
    {
      "line": 5,
      "clause": 4,
      "reason": "$410 for two nights is $205 per night, exceeding the $180 limit."
    },
    {
      "line": 12,
      "clause": 4,
      "reason": "$205 for one night exceeds the $180 per-night limit."
    }
  ],
  "needs_human": [
    {
      "line": 2,
      "question": "How many people were covered by this meal, so the $60 per-person daily limit can be checked?"
    },
    {
      "line": 3,
      "question": "Was this 11-hour business-class flight approved in advance by a director?"
    },
    {
      "line": 6,
      "question": "Was the airport taxi taken for a business trip?"
    },
    {
      "line": 7,
      "question": "Was this ride part of a business trip?"
    }
  ],
  "compliant_lines": 4
}

19.93워커 폐기됨$0.00491 청구, $0.02509 반환

모델 $0.00091 · 웹 $0.00 · 컴퓨팅 $0.004

직접 실행하기

요청이 모두 채워진 상태로 플레이그라운드에서 샘플을 엽니다. 내 계정에서 표시된 예산 안에서, 같은 읽기 전용 샘플 시스템을 대상으로 실행됩니다.

이 샘플의 예산: $0.03

플레이그라운드에서 열기 가입하고 실행하기 로그인

작동 방식

정책과 경비 내역은 모두 읽기 전용 파일입니다. 답변은 표시한 항목마다 줄 번호와 조항 번호를 인용하므로 검토자가 몇 초 만에 확인할 수 있습니다. 규정을 지킨 항목은 나열하지 않습니다.

에이전트가 할 수 있는 일과 할 수 없는 일

권한은 요청의 일부입니다. 여기에 나열되지 않은 것은 실행에서 사용할 수 없습니다.

설정	허용 범위
연결	없음
웹	꺼짐
셸	꺼짐
파일	expense-policy.md, expenses.csv (읽기 전용)
데이터 무보존	꺼짐: 기록이 30일간 보관됩니다
예산	$0.03, 하드 캡
시간 제한	60초

자격 증명은 머신 안으로 들어가지 않습니다. 브로커가 각 호출에 자격 증명을 추가하고 위의 메서드를 강제합니다.

코드

샘플이 보내는 정확한 요청입니다. EPHEMERAL_API_KEY를 내 조직의 멤버 키로 설정하세요.

curl -X POST $EPHEMERAL_URL/v1/runs \
  -H "Authorization: Bearer $EPHEMERAL_API_KEY" \
  -H "Content-Type: application/json" \
  -H "Idempotency-Key: $(uuidgen)" \
  -d @request.json

요청에 포함된 파일

인라인으로 전달되므로 먼저 업로드할 필요가 없습니다. 에이전트는 각각을 읽기 전용 파일로 봅니다.

expense-policy.md

expense-policy.md

# Expense policy

1. Meals: at most 60 USD per person per day. Alcohol is never reimbursed.
2. Every expense of 25 USD or more needs a receipt.
3. Flights: economy class only, unless the flight is longer than 8 hours and a director approved it in advance.
4. Hotels: at most 180 USD per night.
5. Taxis and rides: only for business trips; weekend rides need a note naming the business reason.
6. The same expense must not be claimed twice.

expenses.csv

expenses.csv

line,date,employee,category,description,amount_usd,receipt,approved_by
1,2026-09-14,a.nguyen,meal,Team lunch (4 people),88.00,yes,
2,2026-09-14,a.nguyen,meal,Wine with client dinner,64.00,yes,
3,2026-09-15,b.keller,flight,Frankfurt to Tokyo business class (11h),4210.00,yes,
4,2026-09-15,b.keller,flight,Tokyo to Frankfurt economy (11h),980.00,yes,
5,2026-09-16,c.ortiz,hotel,Hotel Osaka 2 nights,410.00,yes,
6,2026-09-17,c.ortiz,taxi,Airport taxi,52.00,no,
7,2026-09-20,d.smith,taxi,Sunday ride home,31.00,yes,
8,2026-09-21,a.nguyen,meal,Breakfast,14.50,no,
9,2026-09-22,e.rossi,flight,Milan to Berlin economy,210.00,yes,
10,2026-09-22,e.rossi,flight,Milan to Berlin economy,210.00,yes,
11,2026-09-23,f.hall,meal,Dinner (1 person),47.00,yes,
12,2026-09-24,c.ortiz,hotel,Hotel Kyoto 1 night,205.00,yes,

전체 요청 본문 request.json

파일이 인라인으로 포함된 같은 본문입니다.

request.json

{
  "prompt": "Check every line of expenses.csv against expense-policy.md. Reply with one JSON object and nothing else: {\"violations\": [{\"line\": number, \"clause\": number, \"reason\": string}], \"needs_human\": [{\"line\": number, \"question\": string}], \"compliant_lines\": number}. Report a violation only when the file proves it. When a rule cannot be checked from the data (for example advance approval), put the line in needs_human instead of guessing. A line can appear more than once if it breaks several clauses.",
  "files": [
    {
      "path": "expense-policy.md",
      "content": "# Expense policy\n\n1. Meals: at most 60 USD per person per day. Alcohol is never reimbursed.\n2. Every expense of 25 USD or more needs a receipt.\n3. Flights: economy class only, unless the flight is longer than 8 hours and a director approved it in advance.\n4. Hotels: at most 180 USD per night.\n5. Taxis and rides: only for business trips; weekend rides need a note naming the business reason.\n6. The same expense must not be claimed twice.\n"
    },
    {
      "path": "expenses.csv",
      "content": "line,date,employee,category,description,amount_usd,receipt,approved_by\n1,2026-09-14,a.nguyen,meal,Team lunch (4 people),88.00,yes,\n2,2026-09-14,a.nguyen,meal,Wine with client dinner,64.00,yes,\n3,2026-09-15,b.keller,flight,Frankfurt to Tokyo business class (11h),4210.00,yes,\n4,2026-09-15,b.keller,flight,Tokyo to Frankfurt economy (11h),980.00,yes,\n5,2026-09-16,c.ortiz,hotel,Hotel Osaka 2 nights,410.00,yes,\n6,2026-09-17,c.ortiz,taxi,Airport taxi,52.00,no,\n7,2026-09-20,d.smith,taxi,Sunday ride home,31.00,yes,\n8,2026-09-21,a.nguyen,meal,Breakfast,14.50,no,\n9,2026-09-22,e.rossi,flight,Milan to Berlin economy,210.00,yes,\n10,2026-09-22,e.rossi,flight,Milan to Berlin economy,210.00,yes,\n11,2026-09-23,f.hall,meal,Dinner (1 person),47.00,yes,\n12,2026-09-24,c.ortiz,hotel,Hotel Kyoto 1 night,205.00,yes,\n"
    }
  ],
  "shell": false,
  "timeout_seconds": 60,
  "max_cost_micros": 30000
}