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SCP-4953 Unknown ~ medium confidence
SCP-4953
Expected annual
$99.6M
One-time setup
$46.6M
Annual recurring
$97.3M
Personnel
303
One-time stand-up costs are roughly $46.6M driven by global hardware rollout, vehicles, AI/dev and lab buildout; annual recurring operations are roughly $97.3M/yr driven primarily by regional rapid-response staffing, corporate retainers/cooperation, global marketing/legal, and connectivity/AI operations.
🏗️ One-Time Capital Costs Total: $46.6M
Equipment $31.5M
[#4, #5, #11] Secure CCTV/hardware rollout across sites, edge compute unit deployment per site, and response vehicles (capital component).
Initial Research And Lab Setup $5.0M
[#16] Research containment lab (BSL-2/3-grade) buildout and laboratory infrastructure one-time cost.
Central Ai Development $5.0M
[#7] Central AI/ML model development, integration and initial deployment (one-time capital/software development).
Facilities $3.6M
[#18, #24] Secure evidence storage vaults (one-time) and contingency containment facility construction (one-time).
Cybersecurity Hardening $1.2M
[#23] One-time hardened endpoints, key management, and red-team audits for camera/AI networks.
Medical Training Setup $200K
[#14] Initial medical and intervention training program development and setup (one-time).
🔄 Annual Recurring Costs Total: $97.3M/yr
Staff Wages $31.9M/yr
[#1, #10, #17] Embedded corporate liaisons, regional rapid-response teams staffing, and dedicated research staff wages (all-in salaries/benefits).
Cover Story And Legal $23.4M/yr
[#3, #19, #20, #22] Global marketing/cover campaigns, legal reserve/contingency for incidents and lawsuits, PR rapid-response, and reserve for employee/whistleblower compensation.
Corporate Retainer Payments $12.5M/yr
[#2] Annual cooperation/retainer payments and reimbursements to Restaurant Brands International (RBI) / corporate leadership for cover and influence.
Connectivity And Bandwidth $8.7M/yr
[#6] Recurring network bandwidth, SIMs/data plans, redundant connectivity, and uplink costs for ~18k sites.
Contingency Reserve $7.5M/yr
[#28] Unexpected/contingency reserve for escalation (10–20% of annual ops budget mid-range).
Logistics And Transport $4.3M/yr
[#12, #21, #25] Per-incident deployment operating costs (fuel/overtime/rentals), franchise-level reimbursements/goodwill payments, and emergency international deployment fund.
Webcrawler And Moderation $2.5M/yr
[#9] Automated scrapers, takedown tooling, and moderation/analyst/legal support to remove anomalous disclosures.
Research And Monitoring $1.8M/yr
[#8] Ongoing AI/ML operations & maintenance including cloud costs, model retraining, storage of flagged clips, and operational tooling.
Facilities Maintenance $1.6M/yr
[#11, #16, #18] Vehicle maintenance/ops, research lab recurring operations, and secure evidence storage operations.
Supplies And Consumables $1.1M/yr
[#13, #15, #17] Amnestic pharmaceuticals & field kits, cleanup/biohazard disposal per-incident, and research consumables (reagents/sequencing/etc.).
Cybersecurity Operations $1.0M/yr
[#23] Ongoing intrusion detection, key management, monitoring, and periodic remediation for camera/AI networks.
Internal Audits And Inspections $600K/yr
[#27] Routine covert franchise inspections and compliance checks to ensure devices and messaging operate correctly.
Recruitment And Cover Identity Maintenance $400K/yr
[#26] Recruitment, vetting, and ongoing maintenance of cover identities for embedded agents and responders.
Training And Recertification $100K/yr
[#14] Annual recertification and refresher training for medics/interviewers/interventors.
⚡ Cost Scenarios
📊 Baseline (baseline) $97.3M/yr
80.0% probability / year
Normal year with ongoing operations, regular manifestations handled by response teams, and no major public exposure.
routine_manifestations no major media exposure steady corporate cooperation
🚨 Minor Incident $102.3M/yr
15.0% probability / year +$5.0M vs baseline
Localized leak or viral footage in a major market requiring surge PR/legal response, additional deployments and higher amnestic/cleanup usage.
viral footage leak localized lawsuit or whistleblower multiple simultaneous manifestations in metropolitan area
🚨 Major Breach $127.3M/yr
5.0% probability / year +$30.0M vs baseline
Large-scale public exposure, cross-jurisdictional legal action, and mass media attention requiring emergency national response, settlements, and sustained containment surge.
nationwide media exposure major class-action lawsuits or governmental inquiry cascade of simultaneous manifestations
👥 Personnel 303 total
Role Count Notes
Regional Rapid Response Team Member / Security Officer 270 30–60 teams * ~6 personnel; mid-range chosen = 45 teams (270 personnel) responsible for worldwide rapid response and containment. Costs reflected in staff_wages [#10].
Corporate Embedded Liaison 23 Covert Foundation personnel embedded at RBI for marketing, access and cooperation; ~15–30 staff assumed, 23 used here. Costs reflected in staff_wages [#1].
Research Scientist / Lab Technician 10 Research staff for SCP-4953-1 study (6–12 suggested); 10 assumed. Costs reflected in staff_wages and research consumables [#17].
📋 Confidence Notes
Estimates are mid-range, derived from analyst-provided ranges and assumptions (manifestation frequency, ~18k sites). Significant uncertainty remains in corporate cooperation needs, legal exposure, and global scale choices, so confidence is medium.
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