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SCP-8180 Euclid ~ medium confidence
SCP-8180
Expected annual
$80.9M
One-time setup
$1.8M
Annual recurring
$80.3M
Personnel
34
Estimated one-time startup costs are modest (~$1.78M) while annual recurring costs are substantial (~$80.3M/yr), driven primarily by per-case monitoring personnel and heavy case-management, plus actor-related ongoing obligations and contingency/legal reserves.
🏗️ One-Time Capital Costs Total: $1.8M
Initial Research And Lab Setup $750K
[#2] Development of monitoring/detection system (software & ML) production-grade build (midpoint of $500k–$1.0M).
Facilities $450K
[#9] Secure facility & IT baseline setup; physical construction and access-control setup (midpoint of $150k–$750k).
Decommissioning $300K
[#27] Decommissioning/transition costs (one-time midpoint $100k–$500k).
Forensic Tools Purchase $150K
[#19] One-time purchase/license/tool acquisitions for forensic & redaction tools (split per notes; one-time portion $150k).
Training Development $125K
[#23] Initial training, protocol development & drills (one-time development cost midpoint $50k–$200k).
Equipment $0
[]
Baseline Assumptions $0
[#1] Baseline population and scale assumptions provided for estimates; non-cost item retained for auditability.
🔄 Annual Recurring Costs Total: $80.3M/yr
Case Management Active $36.0M/yr
[#12] Active/heavy monitoring for higher-risk cases (900 active cases x midpoint $40k/yr each = $36M/yr).
Case Management Light $25.0M/yr
[#12] Light per-case monitoring for baseline population (~5,000 creators x ~$5k/yr per case = $25M/yr for quarterly/light monitoring).
Contingency Reserve Recurring $5.5M/yr
[#26] Contingency / escalation reserve available annually (recommended $1M–$10M; midpoint used).
Cover Story And Legal $4.4M/yr
[#6, #7, #20] Legal/platform-liaison team (in-house + retainer midpoint $350k–$700k), veil/PR budget for content removal & cover operations (midpoint $200k–$2M), legal contingencies/settlements/hush funds (midpoint $500k–$5M). Aggregated cover/legal recurring costs.
Staff Wages $3.5M/yr
[#4, #5, #11, #14] Data engineering & ops personnel (2–4 FTEs), human review/content moderation analysts (10–20), project research team (4–8), and replacement-actor salaries (assumed 10 actors); wages-only subtotal (midpoint estimates).
Rapid Response Team $2.0M/yr
[#21] Rapid-response containment team budget (midpoint $1M–$3M/yr).
Replacement Production $1.0M/yr
[#15] Replacement-actor production costs (example: 100replacements/year avg $10k each = $1M/yr; used as representative recurring production budget).
Daily Actor Evaluations $675K/yr
[#16] Daily psychological evaluations for actors (assumed 10 actors at midpoint $120–$250 per eval -> annual midpoint ~$675k).
Logistics And Transport $575K/yr
[#13] Travel & in-person engagement budget for interviews, evidence collection, and relocation (midpoint $150k–$1M/yr).
Clinical Support $550K/yr
[#17] Ongoing clinical support/therapy for actors and affected staff (midpoint $100k–$1M/yr).
Research And Monitoring $285K/yr
[#3, #8, #22] Cloud operations & compute for monitoring (midpoint $100k–$300k/yr), archive & evidence preservation infrastructure (cold/warm storage midpoint $10k–$50k/yr), long-term data retention/legal hold ($10k–$100k/yr) aggregated.
Insurance $275K/yr
[#25] Insurance, bonding & cyber-security insurance (midpoint $50k–$500k/yr).
Facilities Maintenance $200K/yr
[#10] Facility lease, utilities, physical security and maintenance (midpoint $100k–$300k/yr).
Ethics Board $163K/yr
[#18] Ethics board & oversight/compliance costs (midpoint $75k–$250k/yr).
Communications Infrastructure $75K/yr
[#24] Secure communications and telehealth infrastructure for actor evaluations and platform contacts (midpoint $30k–$120k/yr).
Training Refreshers $63K/yr
[#23] Ongoing training and drills refreshers (midpoint $25k–$100k/yr).
Forensic Tools Licenses $40K/yr
[#19] Recurring licences/support for forensic & redaction tools (~$20k–$60k/yr; midpoint used).
Supplies And Consumables $0/yr
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⚡ Cost Scenarios
📊 Baseline (baseline) $80.3M/yr
88.9% probability / year
Normal operational year with routine monitoring, periodic takedowns, and no major incidents.
no major incidents routine monitoring and replacements normal legal activity
🚨 Minor Incident $82.3M/yr
10.0% probability / year +$2.0M vs baseline
Limited public exposure or small litigation events requiring extra takedowns, legal work, and a modest increase in replacements.
localized public exposure small-scale litigation or settlement temporary increase in replacements
🚨 Major Breach $105.3M/yr
1.0% probability / year +$25.0M vs baseline
Widespread viral leak or platform non-cooperation demanding large-scale intervention, mass replacements, and major legal response.
widespread viral content coordinated leak platform refuses routine cooperation
🚨 Catastrophic Exposure $230.3M/yr
0.1% probability / year +$150.0M vs baseline
Mass public disclosure, intense media scrutiny, major court actions and emergency mass-intervention/relocation.
nationwide media scrutiny major litigation/judgments mass interventions or evacuations
👥 Personnel 34 total
Role Count Notes
Engineer / SRE 3 [#4] Data engineering & ops personnel (2–4 FTEs; midpoint 3).
Research Scientist 6 [#11] Project research team (psychologists, behavioral scientists, data scientists; 4–8 FTEs; midpoint 6).
Research / Human Review Analyst 15 [#5] Human review/content moderation team (10–20 analysts; midpoint 15).
Replacement Actor / Performer 10 [#14] Replacement-actor program (assumed small pool of 10 actors for baseline salary calculations).
📋 Confidence Notes
Analyst notes give explicit ranges and drivers, allowing mid-range point estimates, but many items scale with uncertain affected-population size and policy choices (actor pool size, monitoring thresholds, frequency of replacements). This yields moderate confidence.
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