Job Detail

failed

AI Theist

Source URL

text://ai-theist/1782842546242

Platform

other

Submitted

2026-06-30 18:02:26

Submitted By

api

Format

Long-form (16:9)

Extracted Content

America's Largest Megachurches Are Running AI Member-Departure Prediction Models — And Pastors Get a Real-Time Alert When You're About to Leave In the spring of 2023, a software company called ChurchOS quietly released a product called ShepherdIQ to a beta group of 14 megachurches across the American South and Midwest. The pitch was straightforward: AI-driven "member engagement optimization." What the pitch deck did not say plainly — but what the technical documentation made clear — was that ShepherdIQ was a churn-prediction engine. The same class of algorithm that Netflix uses to identify subscribers about to cancel. Trained on church members instead of streaming customers. By March 2024, ShepherdIQ had been licensed to 312 congregations with a combined weekly attendance of over 2.1 mil...

Script Generation Prompt

Script

{
  "intro": {
    "emotion": "controlled alarm, no sensationalism — delivering a fact that feels impossible",
    "dialogue": "Your church already knows you're leaving. ShepherdIQ, the AI running inside 312 American megachurches, sends your pastor a real-time alert and a script before you've made the decision yourself.",
    "duration_sec": 18
  },
  "outro": {
    "emotion": "steady, resolved, no outrage — the facts carry the weight",
    "dialogue": "So here's what we're really asking: if the algorithm can predict you'll leave before you know it yourself, who owns that moment of doubt? Every app, every platform, every institution with your data is running this same calculation right now. I'm tracking ChurchOS's response to this story—that drops next week, and it matters. Stay with me on this one.",
    "duration_sec": 22
  },
  "scenes": [
    {
      "data": {},
      "type": "cosmic",
      "narration": "Spring 2023. A software company called ChurchOS sends a product called ShepherdIQ to 14 megachurches across the American South and Midwest. The pitch deck calls it 'member engagement optimization.' The technical documentation calls it what it is: a churn-prediction engine. The same class of algorithm Netflix uses to identify subscribers about to cancel. Trained on churchgoers instead of streaming customers.",
      "description": "Aerial shot of a megachurch parking lot on a Sunday morning, thousands of cars. Slowly zoom in until you find one empty parking space. Hold on it. Text appears: 'The algorithm already noticed.'",
      "duration_sec": 35
    },
    {
      "data": {
        "beta_churches_2023": 14,
        "annual_revenue_2024": 31000000,
        "combined_weekly_attendance": 2100000,
        "series_b_valuation_jan_2025": 180000000,
        "licensed_churches_march_2024": 312
      },
      "type": "data-viz",
      "narration": "By March 2024, ShepherdIQ had licensed to 312 congregations covering 2.1 million weekly attendees. ChurchOS closed a Series B in January 2025 at a $180 million valuation. The lead investor also holds significant positions in for-profit addiction treatment chains. That detail is not an aside.",
      "description": "A rolling counter animates from 14 to 312 congregations. Below it, a second counter climbs to 2,100,000 — weekly attendance. Both numbers lock in at the same moment. Pause. Then a third line appears: '$31M revenue, 2024.'",
      "duration_sec": 40
    },
    {
      "data": {
        "data_inputs": [
          "giving records",
          "attendance logs",
          "app engagement",
          "small group participation",
          "volunteer sign-ups",
          "public social media posts and check-ins"
        ],
        "score_scale": "0 to 100",
        "alert_threshold": 45,
        "consecutive_weeks_to_trigger": 3
      },
      "type": "chart",
      "narration": "ShepherdIQ ingests your giving records, attendance logs, app activity, small group participation, volunteer history, and public social media posts. It computes a Spiritual Engagement Score from 0 to 100. Drop below 45 for 3 consecutive weeks and an automated alert fires to your pastor. The alert includes a suggested conversation script and a ranked list of re-engagement levers: whether you respond better to a personal call, an event invitation, or a financial appeal. The system has a profile on which one works on you.",
      "description": "A clean 0-to-100 gauge labeled 'Spiritual Engagement Score.' The needle drops in real time from 72 down to 44. At 45, a red threshold line appears. The needle crosses it. An alert icon pulses. Cut to a phone screen showing a pastor notification with a suggested outreach script below it.",
      "duration_sec": 50
    },
    {
      "data": {},
      "type": "typography",
      "narration": "Former members of Elevation Church in Charlotte describe receiving pastor calls within 24 to 48 hours of missing a second consecutive Sunday. Not a general wellness check. A targeted conversation that already referenced a recent job loss, a family conflict surfaced in a small group weeks earlier, patterns they considered private. Three of those former members, now plaintiffs in a class-action suit filed in Mecklenburg County, used the same word to describe the experience. Surveillance.",
      "description": "White text on black. One word at a time, slow: 'SURVEILLANCE.' Hold 2 seconds. Then beneath it, smaller: '— 3 former members, Mecklenburg County court filing, February 2025.'",
      "duration_sec": 45
    },
    {
      "data": {
        "example_church_size": 8000,
        "annual_cost_example_usd": 35520,
        "cost_per_member_per_month_usd": 0.37,
        "reported_attrition_reduction_pct": 23
      },
      "type": "data-viz",
      "narration": "The business model is clean. ChurchOS charges $0.37 per member per month. For an 8,000-member church, that's $35,520 a year. Churches report a 23% reduction in member attrition in the first 12 months. That number is real. What it doesn't tell you is how the retention feels from inside the relationship when the person being retained doesn't know a score exists.",
      "description": "A cost-per-member calculator animates on screen: $0.37 x 8,000 members = $35,520/year. Then a bar chart showing 23% attrition reduction labeled 'what churches report.' Next to it, a question mark bar labeled 'what the outreach costs the member.' Both bars same height. The question mark bar pulses.",
      "duration_sec": 40
    },
    {
      "data": {
        "netflix_inputs": [
          "watch history",
          "browse patterns",
          "cancellation signals"
        ],
        "shepherdiq_inputs": [
          "attendance",
          "giving",
          "small group disclosures",
          "life events",
          "social media"
        ]
      },
      "type": "chart",
      "narration": "Netflix built churn models to protect a $15-a-month subscription. ShepherdIQ runs the same architecture on data that includes what you disclosed in a grief support group, what you said about your marriage in a small group session, what you posted publicly when your father died. The algorithm doesn't distinguish between a streaming preference and a confession. It treats all of it as a retention signal.",
      "description": "Side-by-side comparison. Left column: 'Netflix churn model' with bullet points — streaming behavior, watch history, cancellation signals. Right column: 'ShepherdIQ' with bullet points — attendance, giving, grief, job loss, family conflict. Both columns identical in structure. One red word floats between them: 'Same.'",
      "duration_sec": 45
    },
    {
      "data": {
        "case": "Harmon v. Elevation Church and ChurchOS Inc.",
        "filed": "February 2025",
        "allegations": [
          "ChurchOS collected data under terms members never clearly saw",
          "ChurchOS shared that data with third-party advertisers in violation of state consumer protection statutes",
          "Predictive outreach constituted psychological manipulation targeting vulnerable individuals"
        ],
        "jurisdiction": "Mecklenburg County"
      },
      "type": "typography",
      "narration": "The lawsuit, Harmon v. Elevation Church and ChurchOS Inc., filed in February 2025, carries 3 core allegations. One: ChurchOS collected member data under terms of service it never plainly disclosed. Two: ChurchOS shared that data with third-party advertisers, potentially violating state consumer protection law. Three: the predictive outreach constituted psychological manipulation targeting people at moments of documented vulnerability. That third allegation hasn't faced a court yet. It's also the one that matters most to every other platform doing something adjacent.",
      "description": "The lawsuit name appears in legal serif font: 'Harmon v. Elevation Church and ChurchOS Inc.' Below it, 3 numbered allegations appear one at a time, each line fading in slowly.",
      "duration_sec": 55
    },
    {
      "data": {},
      "type": "cosmic",
      "narration": "Here's the question this story forces open. Every major social platform, every health app, every loyalty program runs a version of this model. Predict the exit. Intervene before it happens. What makes the church version different, and the lawsuit argues it is different, is the category of data involved and the nature of the relationship. You told your small group leader about your miscarriage because you trusted the room was safe. ShepherdIQ was in the room. The question isn't whether the algorithm is more powerful in a church than in a retail app. The question is whether the trust you extended to one was secretly extended to the other.",
      "description": "Pull back slowly from a single lit candle inside a dark church to reveal the whole nave, empty. Then overlay a soft grid of data nodes and connection lines across the pews, like a social graph. The candle stays lit in the center of the network. Hold.",
      "duration_sec": 60
    }
  ],
  "metadata": {
    "title": "ShepherdIQ: The AI Scoring Your Faith Before You Leave",
    "captions": {
      "tiktok": "Your church's AI flagged you as a flight risk before you knew you were leaving. Which data point triggered yours?",
      "youtube": "ShepherdIQ, built by ChurchOS, runs churn-prediction AI inside 312 American megachurches covering 2.1 million weekly attendees. It assigns every member a Spiritual Engagement Score and fires a real-time alert to their pastor when that score drops below 45 for 3 consecutive weeks. The alert includes a suggested outreach script and a ranked list of re-engagement levers based on behavioral profiling. A class-action lawsuit filed in Mecklenburg County in February 2025 alleges the system constitutes psychological manipulation of vulnerable individuals using data ChurchOS collected without meaningful disclosure. This video covers how the algorithm works, what data it ingests, and why the Harmon trial could set the first legal boundary between pastoral care and behavioral surveillance. Chapters: 0:00 How ShepherdIQ works | 2:10 The Spiritual Engagement Score | 4:00 Inside the pastor alert and outreach script | 6:15 The Harmon lawsuit and what changes next. Follow if you want the next one when it breaks.",
      "instagram": "ShepherdIQ scores your faith from 0 to 100 and alerts your pastor before you've decided to leave.\n\nChurchOS built a Netflix-style churn model on 2.1 million churchgoers, ingesting giving records, attendance, small group disclosures, and public social media. Drop below 45 for 3 weeks and your pastor gets an alert and a script.\n\nA lawsuit calls it psychological manipulation. The company calls it pastoral care. Where does one end and the other begin?\n\n#AI #Tech #ShepherdIQ #ChurchOS #Megachurch #DataPrivacy #AIEthics #Surveillance #Religion #AITheist #DigitalRights #ChurchTech"
    },
    "hashtags": {
      "tiktok": [
        "#AI",
        "#Tech",
        "#ShepherdIQ",
        "#ChurchOS",
        "#AITheist"
      ],
      "youtube": [
        "ShepherdIQ ChurchOS AI",
        "megachurch surveillance AI",
        "church member data prediction",
        "AI religion data privacy",
        "Harmon Elevation Church lawsuit"
      ],
      "instagram": [
        "#AI",
        "#Tech",
        "#ShepherdIQ",
        "#ChurchOS",
        "#Megachurch",
        "#DataPrivacy",
        "#AIEthics",
        "#Surveillance",
        "#Religion",
        "#AITheist",
        "#DigitalRights",
        "#ChurchTech"
      ]
    },
    "channel_id": "ai-theist",
    "source_url": "text://ai-theist/1782842546242",
    "thumbnail_title": "YOUR CHURCH IS ALREADY WATCHING YOU LEAVE"
  }
}

Thumbnails

Variant 1

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Render Jobs

audiocompletedAttempts: 0 · 07-01 16:38:48

seeddancecompletedAttempts: 0 · 07-01 16:38:48

compositefailedAttempts: 1 · 07-01 17:49:49

Scene 3 background — all providers failed (7 tried): higgsfield/cli: returned false (all 3 unlimited models failed; see worker logs) | runpod/flux.1-schnell: returned false (see worker logs) | runpod/krea2: returned false (see worker logs) | hf/flux.1-schnell: returned false (see worker logs) | fal/flux: returned false (see worker logs for HTTP error) | google/imagen-4: returned false (see worker logs) | openai/gpt-image-2: returned false (see worker logs)

Error

HF composite failed: Scene 3 background — all providers failed (7 tried): higgsfield/cli: returned false (all 3 unlimited models failed; see worker logs) | runpod/flux.1-schnell: returned false (see worker logs) | runpod/krea2: returned false (see worker logs) | hf/flux.1-schnell: returned false (see worker logs) | fal/flux: returned false (see worker logs for HTTP error) | google/imagen-4: returned false (see worker logs) | openai/gpt-image-2: returned false (see worker logs)