SCP-7389 — SCP-7389 | Cost Breakdown

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SCP-7389 Unknown ~ medium confidence

SCP-7389

Expected annual

$8.4M

One-time setup

$51.9M

Annual recurring

$8.3M

Personnel

Estimated one-time setup costs are dominated by an emergency/reserve fund (large, precautionary) leading to an overall one-time cost of ~$51.9M; ongoing annual operations are driven by staff wages, administrative overhead, and cloud/computational operations (~$8.27M/yr).

🏗️ One-Time Capital Costs Total: $51.9M

Crisis Escalation Reserve $50.0M

[#22] Emergency reserve fund for mass mitigation / global takedown / large amnestic campaigns (order‑of‑magnitude contingency).

Initial Research And Lab Setup $825K

[#3, #11, #13] Dataset creation & detection model initial build, memetic safety course development, and controlled research lab buildout/IRB‑style setup.

Equipment $325K

[#8, #14] Secure archival hardware (servers/tape) and on‑prem computational cluster (8–16 GPUs) one‑time hardware purchases and setup.

Facilities $300K

[#10] Facility retrofit and secure rooms/SCIF retrofit costs for secure rooms, biometric/CCTV and restricted-access handling spaces.

Software Development $300K

[#1] Dedicated webcrawler (K9‑DDT "Apollo") initial design, ML integration, QA, licensing, secure coding audits and deployment.

Content Replacement Tools $125K

[#17] Development of replacement/inoculation tooling (plugins, automated replacement bots) one‑time development costs.

🔄 Annual Recurring Costs Total: $8.3M/yr

Staff Wages $4.2M/yr

[#4, #5, #6, #15, #23] Salaries and benefits for content moderators (20), rapid takedown cybersecurity specialists (6), in‑house legal/liaison staff (~4), translation/linguists (~8), and data science/analysis staff (~6).

Administrative Overhead $1.1M/yr

[#21] Administrative allocations (HR, payroll, compliance) at ~25% applied to direct labor costs.

Covert Takedown Fund $550K/yr

[#7] Contingency fund for expedited removals, payoffs, hosting reimbursements and covert contracts.

Medical And Psych Care $500K/yr

[#12] Psychological/amnestic treatment, clinician time and post‑exposure care budget (baseline).

Computational Resources $270K/yr

[#14] Cloud GPU spend or cluster running costs for training, inference and large‑scale NLP/forensic analysis.

Webcrawler Operations $200K/yr

[#2] Hosted compute, patching, developer support, 24/7 ops oncall, cloud instances/colocation for crawler operations.

Cover Story And Legal $175K/yr

[#19] PR retainer, crisis communications and cover narratives to explain takedowns (rapid response campaigns).

License And Data Feeds $175K/yr

[#16] Enterprise API access, commercial monitoring feeds and partner data retainer fees.

Controlled Research Operations $175K/yr

[#13] Annual operating costs for controlled memetic research, subject compensation and compliance overhead.

Facilities Maintenance $125K/yr

[#10] Security staffing, facility overhead, SCIF maintenance and physical security system upkeep.

Supplies And Consumables $125K/yr

[#24] Miscellaneous consumables, travel, equipment replacement, background checks, ad‑hoc translations, petty legal fees.

External Legal Retainer $125K/yr

[#6] External counsel retainers and ad‑hoc legal fees for platform cooperation and covert agreements.

Insurance And Regulatory $125K/yr

[#20] Cyber insurance, liability coverage and regulatory compliance fees.

Research And Monitoring $120K/yr

[#3] Ongoing model retraining, labeled dataset creation and annotation labor (contractors/labelers) and concept‑drift handling.

Content Replacement Ops $72K/yr

[#17] Ongoing operations and hosting for replacement/inoculation tooling and automated public bots.

Forensic Logging And Archiving $60K/yr

[#18] Systems, audits and legal archiving to keep admissible copies and chain‑of‑custody records.

Cloud Mirror And Bandwidth $58K/yr

[#9] Cloud storage, egress contingency and temporary hosting for evidence/mirrors (50–200 TB scale).

Cyber Tools $50K/yr

[#5] Annual tooling/subscription costs for rapid takedown team and forensic capture tools.

Memetic Training $40K/yr

[#11] Annual training refreshers, simulation exercises and compliance audits for memetic safety SOPs.

Archival Maintenance $15K/yr

[#8] Offsite redundancy, cold storage maintenance and chain‑of‑custody logging upkeep for archives.

Logistics And Transport $0/yr

[]

⚡ Cost Scenarios

📊 Baseline (baseline) $8.3M/yr

81.9% probability / year

Normal year with no major incidents; routine operation of crawler, moderation, research and maintenance.

routine detection normal takedown volume no viral outbreak

🚨 Minor Incident $8.5M/yr

15.0% probability / year +$250K vs baseline

Localized spike in uploads requiring additional takedown spending, short-term legal work and extra moderation hours.

localized viral cluster coordinated reposting extra legal/forensic effort

🚨 Major Breach $10.8M/yr

3.0% probability / year +$2.5M vs baseline

Widespread dissemination across major platforms requiring an expanded takedown campaign, government liaison and mass archival/forensic effort.

cross‑platform virality hostile rehosting international legal coordination

🚨 Catastrophic Breach $63.3M/yr

0.1% probability / year +$55.0M vs baseline

Mass public exposure and automated reposting leading to emergency national/international mitigation measures and large amnestic/PR operations.

global virality failure of takedown measures governmental involvement

👥 Personnel 46 total

Role	Count	Notes
Content Moderators	20	[#4] 24/7 triage/moderation team (3 shifts) as described in analyst notes.
Cybersecurity Specialists / Rapid Response	6	[#5] Rapid takedown incident response team for DMCA‑style removals and forensics.
In‑house Legal / Liaison	4	[#6] Platform cooperation, policy negotiation and supervisory legal work (midpoint staffing).
Translation / Linguistic Analysts	8	[#15] Multilingual monitoring and contextual analysis staffing (6–10; midpoint used).
Data Scientists / Analysts	6	[#23] Ongoing pattern analysis, signature creation and model support (4–8; midpoint used).
Research Scientist(s)	2	[#3, #13] Detection model training, validation and controlled memetic research support.

📋 Confidence Notes

Many line items have clear analyst estimates enabling medium confidence, but large‑magnitude contingency items (crisis reserve) and real viral dynamics are highly uncertain, reducing overall confidence.

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