{
  "type": "tweet",
  "id": "2055317359263371579",
  "url": "https://x.com/AWSstartups/status/2055317359263371579",
  "twitterUrl": "https://twitter.com/AWSstartups/status/2055317359263371579",
  "text": "Let's talk privacy compliance. Manual privacy compliance can't keep up with the pace of modern software development, and the risks are real. AWS Partner @PrivadoHQ built an automated system using fine-tuned Meta Llama 3.1 models that identifies data-processing pathways directly from source code to generate audit-ready records. \n\nThe results: 90% detection accuracy, less than 5% cross-language variance, and privacy teams shifting 90% of their effort from manual data collection to active risk mitigation.",
  "source": "Twitter for iPhone",
  "retweetCount": 0,
  "replyCount": 1,
  "likeCount": 0,
  "quoteCount": 0,
  "viewCount": 44,
  "createdAt": "Fri May 15 16:00:19 +0000 2026",
  "lang": "en",
  "bookmarkCount": 0,
  "isReply": false,
  "inReplyToId": null,
  "conversationId": "2055317359263371579",
  "displayTextRange": [
    0,
    278
  ],
  "inReplyToUserId": null,
  "inReplyToUsername": null,
  "author": {
    "type": "user",
    "userName": "AWSstartups",
    "url": "https://x.com/AWSstartups",
    "twitterUrl": "https://twitter.com/AWSstartups",
    "id": "168826960",
    "name": "AWS Startups",
    "isVerified": false,
    "isBlueVerified": true,
    "verifiedType": "Business",
    "profilePicture": "https://pbs.twimg.com/profile_images/1671495266854133760/RY0uHUqE_normal.jpg",
    "coverPicture": "https://pbs.twimg.com/profile_banners/168826960/1751559235",
    "description": "",
    "location": "",
    "followers": 266163,
    "following": 67,
    "status": "",
    "canDm": false,
    "canMediaTag": true,
    "createdAt": "Tue Jul 20 22:08:31 +0000 2010",
    "entities": {
      "description": {
        "urls": []
      },
      "url": {}
    },
    "fastFollowersCount": 0,
    "favouritesCount": 5198,
    "hasCustomTimelines": true,
    "isTranslator": false,
    "mediaCount": 5659,
    "statusesCount": 11335,
    "withheldInCountries": [],
    "affiliatesHighlightedLabel": {},
    "possiblySensitive": false,
    "pinnedTweetIds": [],
    "profile_bio": {
      "description": "AWS Startups delivers valuable info for founders, including updates, resources, customer stories, insight, events & product news.",
      "entities": {
        "description": {},
        "url": {
          "urls": [
            {
              "display_url": "aws.amazon.com/startups",
              "expanded_url": "http://aws.amazon.com/startups",
              "indices": [
                0,
                23
              ],
              "url": "https://t.co/4RAkoab1Fe"
            }
          ]
        }
      }
    },
    "isAutomated": false,
    "automatedBy": null
  },
  "extendedEntities": {
    "media": [
      {
        "additional_media_info": {
          "monetizable": true
        },
        "display_url": "pic.twitter.com/GTEqqxBYtp",
        "expanded_url": "https://twitter.com/AWSstartups/status/2055317359263371579/video/1",
        "ext_media_availability": {
          "status": "Available"
        },
        "id_str": "2055317298991214592",
        "indices": [
          279,
          302
        ],
        "media_key": "13_2055317298991214592",
        "media_results": {
          "id": "QXBpTWVkaWFSZXN1bHRzOgwABAoAARyF9DGjFjAAAAA=",
          "result": {
            "__typename": "ApiMedia",
            "id": "QXBpTWVkaWE6DAAECgABHIX0MaMWMAAAAA==",
            "media_key": "13_2055317298991214592"
          }
        },
        "media_url_https": "https://pbs.twimg.com/media/HIX0Pr3XwAA-h_F.jpg",
        "original_info": {
          "focus_rects": [],
          "height": 1920,
          "width": 1080
        },
        "sizes": {
          "large": {
            "h": 1920,
            "w": 1080
          }
        },
        "type": "video",
        "url": "https://t.co/GTEqqxBYtp",
        "video_info": {
          "aspect_ratio": [
            9,
            16
          ],
          "duration_millis": 27000,
          "variants": [
            {
              "content_type": "application/x-mpegURL",
              "url": "https://video.twimg.com/amplify_video/2055317298991214592/pl/vOv78yZppqowEipr.m3u8?tag=14"
            },
            {
              "bitrate": 632000,
              "content_type": "video/mp4",
              "url": "https://video.twimg.com/amplify_video/2055317298991214592/vid/avc1/320x568/aHsmtfE_s43_wwgn.mp4?tag=14"
            },
            {
              "bitrate": 950000,
              "content_type": "video/mp4",
              "url": "https://video.twimg.com/amplify_video/2055317298991214592/vid/avc1/480x852/KYZDr5HkHoh1VeSG.mp4?tag=14"
            },
            {
              "bitrate": 2176000,
              "content_type": "video/mp4",
              "url": "https://video.twimg.com/amplify_video/2055317298991214592/vid/avc1/720x1280/EhrDoteU_ezQnO0D.mp4?tag=14"
            }
          ]
        }
      }
    ]
  },
  "card": null,
  "place": {},
  "entities": {
    "hashtags": [],
    "symbols": [],
    "timestamps": [],
    "urls": [],
    "user_mentions": [
      {
        "id_str": "1280523923570872321",
        "indices": [
          153,
          163
        ],
        "name": "Privado",
        "screen_name": "PrivadoHQ"
      }
    ]
  },
  "quoted_tweet": null,
  "retweeted_tweet": null,
  "isLimitedReply": false,
  "communityInfo": null,
  "article": null
}