{
  "type": "tweet",
  "id": "2068074178914513314",
  "url": "https://x.com/CPMou2022/status/2068074178914513314",
  "twitterUrl": "https://twitter.com/CPMou2022/status/2068074178914513314",
  "text": "Day 5 of #12daysofChatCodexStratfin on how OpenAI's finance team uses Codex. \n\nAmir Tavoli and Esau Torres use Codex to automate budget management process. \n\nBefore Codex 🙁 month-end Budget vs. Actual review required significant manual spreadsheet work: pulling exports, copying data across tabs, updating formulas and pivots, and reconciling the plan, actuals, purchase-order schedules, accruals, and txn details.\n\nThe challenge was not only identifying a variance but tracing to its source, confirming that every layer tied out, and packaging the analysis so xfunctional partners could review the math without retracing the entire workflow.\n\nAgentic dawn! 🙂 Codex now automates the workflow end to end. It ingests data from source systems, standardizes and reconciles the inputs, and produces an overview of the largest variance drivers.\n\nCodex enables the team to drill from the cost-center level into the underlying purchase orders, transactions, and accruals to understand what changed and trace each variance back to its source.\n\nThe result: less time maintaining spreadsheets and more time to focus on the strategic drivers and questions that matter most to the business.",
  "source": "Twitter for iPhone",
  "retweetCount": 1,
  "replyCount": 1,
  "likeCount": 8,
  "quoteCount": 0,
  "viewCount": 455,
  "createdAt": "Fri Jun 19 20:51:21 +0000 2026",
  "lang": "en",
  "bookmarkCount": 1,
  "isReply": false,
  "inReplyToId": null,
  "conversationId": "2068074178914513314",
  "displayTextRange": [
    0,
    278
  ],
  "inReplyToUserId": null,
  "inReplyToUsername": null,
  "author": {
    "type": "user",
    "userName": "CPMou2022",
    "url": "https://x.com/CPMou2022",
    "twitterUrl": "https://twitter.com/CPMou2022",
    "id": "915349269535588352",
    "name": "Chengpeng",
    "isVerified": false,
    "isBlueVerified": true,
    "verifiedType": null,
    "profilePicture": "https://pbs.twimg.com/profile_images/1616116419288236034/tgQGcO8J_normal.jpg",
    "coverPicture": "",
    "description": "",
    "location": "San Francisco",
    "followers": 2218,
    "following": 524,
    "status": "",
    "canDm": true,
    "canMediaTag": false,
    "createdAt": "Tue Oct 03 22:54:07 +0000 2017",
    "entities": {
      "description": {
        "urls": []
      },
      "url": {}
    },
    "fastFollowersCount": 0,
    "favouritesCount": 120,
    "hasCustomTimelines": true,
    "isTranslator": false,
    "mediaCount": 10,
    "statusesCount": 97,
    "withheldInCountries": [],
    "affiliatesHighlightedLabel": {},
    "possiblySensitive": false,
    "pinnedTweetIds": [],
    "profile_bio": {
      "description": "@openai. tweets are my own.",
      "entities": {
        "description": {
          "user_mentions": [
            {
              "id_str": "",
              "indices": [
                0,
                7
              ],
              "name": "",
              "screen_name": "openai"
            }
          ]
        }
      }
    },
    "isAutomated": false,
    "automatedBy": null
  },
  "extendedEntities": {
    "media": [
      {
        "display_url": "pic.twitter.com/T3SwBmbHan",
        "expanded_url": "https://twitter.com/CPMou2022/status/2068074178914513314/photo/1",
        "ext_master_playlist_only": [],
        "ext_media_availability": {
          "status": "Available"
        },
        "ext_playlists": [],
        "features": {
          "large": {
            "faces": [
              {
                "h": 48,
                "w": 48,
                "x": 58,
                "y": 48
              }
            ]
          },
          "orig": {
            "faces": [
              {
                "h": 48,
                "w": 48,
                "x": 58,
                "y": 48
              }
            ]
          }
        },
        "id_str": "2068073726613319680",
        "indices": [
          279,
          302
        ],
        "media_key": "3_2068073726613319680",
        "media_results": {
          "id": "QXBpTWVkaWFSZXN1bHRzOgwAAQoAARyzRhjkGvAACgACHLNGgjNbcaIAAA==",
          "result": {
            "__typename": "ApiMedia",
            "id": "QXBpTWVkaWE6DAABCgABHLNGGOQa8AAKAAIcs0aCM1txogAA",
            "media_key": "3_2068073726613319680"
          }
        },
        "media_url_https": "https://pbs.twimg.com/media/HLNGGOQa8AAVWB9.jpg",
        "original_info": {
          "focus_rects": [
            {
              "h": 308,
              "w": 550,
              "x": 0,
              "y": 0
            },
            {
              "h": 308,
              "w": 308,
              "x": 0,
              "y": 0
            },
            {
              "h": 308,
              "w": 270,
              "x": 3,
              "y": 0
            },
            {
              "h": 308,
              "w": 154,
              "x": 61,
              "y": 0
            },
            {
              "h": 308,
              "w": 1108,
              "x": 0,
              "y": 0
            }
          ],
          "height": 308,
          "width": 1108
        },
        "sizes": {
          "large": {
            "h": 308,
            "w": 1108
          }
        },
        "type": "photo",
        "url": "https://t.co/T3SwBmbHan"
      }
    ]
  },
  "card": null,
  "place": {},
  "entities": {
    "hashtags": [
      {
        "indices": [
          9,
          35
        ],
        "text": "12daysofChatCodexStratfin"
      }
    ],
    "symbols": [],
    "urls": [],
    "user_mentions": []
  },
  "quoted_tweet": null,
  "retweeted_tweet": null,
  "isLimitedReply": false,
  "communityInfo": null,
  "article": null
}