CFO Regulatory Planning: 30‑Day AI Budget Defense

```yaml
board_brief:
  title: "2025 AI Budget & Regulatory Plan"
  owner: CFO (primary), GC (co-owner), CISO (reviewer)
  meeting: Q1 Audit Committee, Feb 12, 2025
  regions:
    - EU
    - UK
    - US
  regulatory_scope:
    eu_ai_act: { class: "limited/assistive", dpias_complete: 3/5, target: 5/5 by Apr 30 }
    privacy: { scc_status: "in-force", dpa_coverage: "100% of in-scope vendors" }
    sec_cyber: { disclosure_slo_days: 4, drill_last_run: "2025-01-18" }
  controls_slos:
    rbac_coverage: { target: 100, current: 92, owner: CISO }
    prompt_logging: { target: 100, current: 100, retention_days: 365, owner: GC }
    residency_routing: { target: "EU->EU, UK->UK, US->US", exceptions: 2, approval: CFO+GC }
  budget_asks:
    run_rate_opex_usd: 840000
    consolidation_offsets_usd: 310000
    net_new_invest_usd: 530000
  payback_gates:
    threshold_quarters: 2
    irr_min: 0.25
    evidence_required:
      - decision_ledger_link: https://internal.snowflake/finance/ai_decision_ledger
      - audit_trail_link: https://servicenow/change/AI-GW-2025
      - dpia_registry: https://legal/dpia/registry
  pilots:
    - name: "Contract Intelligence: Vendor Paper Triage"
      owner: Head of Legal Ops
      start: 2025-01-10
      kpis:
        hours_returned_q1: 420
        rework_rate_reduction: 28
        evidence_confidence: 0.92
      human_in_loop_required: true
    - name: "Policy Q&A Copilot (Finance/Procurement)"
      owner: Controller
      start: 2025-01-15
      kpis:
        time_to_answer_cut: 45
        audit_queries_deflected: 60
        evidence_confidence: 0.89
  incident_response:
    rollback_slo_minutes: 15
    approvers: [CFO, GC]
    communications_playbook: https://confluence/security/ai-ir
  tool_consolidation:
    retire_by: 2025-02-28
    tools_to_exit: ["GPT-browser-plugin", "Unvetted-summarizer"]
  decisions_pending:
    - id: D-231
      topic: EU vendor routing exception
      risk_score: 7/10
      status: awaiting CFO+GC approval
```

{
  "title": "CFO Regulatory Planning: 30‑Day AI Budget Defense",
  "published_date": "2025-12-07",
  "author": {
    "name": "Rebecca Stein",
    "role": "Executive Advisor",
    "entity": "DeepSpeed AI"
  },
  "core_concept": "Board Pressure and Budget Defense",
  "key_takeaways": [
    "Regulatory risk is now a budget gate—tie spend to control coverage and payback, not theory.",
    "Win Q1 by shipping one governed pilot with residency, RBAC, and prompt logging—then scale.",
    "Instrument ROI in Snowflake with a decision ledger so FP&A can defend spend in the room.",
    "Separate ‘policy’ from ‘plumbing’: VPC AI gateway, audit trails, and role gates are table stakes.",
    "Bring Legal/Audit forward by showing evidence artifacts, not promises; never train on client data."
  ],
  "faq": [
    {
      "question": "Does the EU AI Act apply if we only use assistive copilots?",
      "answer": "Yes. Even ‘limited risk’ use requires transparency and, in practice, residency and evidence. We align pilots to DPIAs and log prompts/outputs so your legal team can attest without delay."
    },
    {
      "question": "Can we capitalize any of this spend?",
      "answer": "Often the platform plumbing is capitalizable; the pilots and enablement are Opex. We structure the rollout and telemetry so your accounting policy can treat assets and expenses cleanly."
    },
    {
      "question": "How do we prevent shadow AI spend across functions?",
      "answer": "Route all AI calls through a VPC gateway with RBAC and prompt logging. We then publish a weekly ledger to Slack/Teams so budget owners see usage, cost, and ROI per team."
    },
    {
      "question": "What if we’re a Microsoft/Azure shop?",
      "answer": "We deploy in your chosen cloud (Azure, AWS, or GCP) and integrate with your identity provider. Data stays in your tenant; we never train on your data."
    }
  ],
  "business_impact_evidence": {
    "organization_profile": "Global fintech, 2,300 employees, Snowflake + Salesforce + ServiceNow stack, EU/US operations.",
    "before_state": "Multiple AI pilots with no residency guarantees, fragmented audit evidence, and FP&A unable to defend Opex growth.",
    "after_state": "VPC AI gateway with RBAC and prompt logging, decision ledger in Snowflake, and a board brief gating spend by two‑quarter payback.",
    "metrics": [
      "Audit-prep hours reduced 35% (from ~380 to ~247 hours per quarter)",
      "Two-quarter payback achieved on pilot scope (11 weeks)",
      "Audit findings decreased from 7 to 3 in next review",
      "Tooling spend down 18% via consolidation"
    ],
    "governance": "Legal and Security approved due to VPC deployment, strict RBAC, prompt logging with redaction, region-locked data routing, human-in-the-loop, and a commitment to never train models on client data."
  },
  "summary": "CFOs: turn 2025 regulatory pressure into a board‑ready AI budget with ROI gates and audit evidence in 30 days—residency, controls, and payback clarity."
}