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Enterprise

LLM / AI Application Security for Enterprise

One thousand seats and above, regulated workloads. Multi-vendor runtime, continuous red team, AI-SPM platform, compliance overlay.

1K+
Seats
$1-5M
Year-1 spend range (illustrative)
3-8
AI-security FTE
3-5
Vendor contracts

Recommended enterprise stack

  • Hyperscaler-native across every cloud the org uses.
  • Specialist runtime guardrail with agent-aware coverage (Lakera, Pillar, Prisma AIRS).
  • AI-SPM platform (Wiz, Noma, Mend AI, Prisma AIRS) for asset discovery.
  • Continuous AI red team subscription (Lakera Red, Recon, CalypsoAI).
  • SOC integration with on-call rotation for AI security alerts.
  • Compliance overlay: EU AI Act, NIST AI RMF, SOC 2 Type II, ISO 27001, FedRAMP if federal.
Regulated enterprise year-1 illustrative cost
Illustrative example, not a real company
  1. 01.Multi-cloud hyperscaler guardrail spend$240,000
  2. 02.Specialist runtime + agent coverage$400,000
  3. 03.Continuous AI red team$300,000
  4. 04.AI-SPM platform$350,000
  5. 05.AI-security team 5 FTE$1,200,000
  6. 06.Compliance overhead$200,000
Year-1 (illustrative)$2,690,000
Illustrative example, not a real company

See /eu-ai-act-cost and /nist-ai-rmf-cost for the compliance overlay.

Last verified June 2026Source: vendor pricing pages. See /methodology.