{"id":"hiddenlayer","slug":"hiddenlayer","name":"HiddenLayer","website":"https://www.hiddenlayer.com","tagline":"Enterprise AI security peer to Prisma AIRS / Cisco AI Defense. Lakera/NeMo/Guardrails for builders…","description":"Enterprise AI security peer to Prisma AIRS / Cisco AI Defense. Lakera/NeMo/Guardrails for builders; HiddenLayer for security-buyer RFPs. Strengths: Broad AI security (not just prompts); Enterprise SOC narrative; Runtime traffic inspection.","categoryIds":["cat-observability"],"jtbdIds":["llm-input-guardrails","prompt-injection-firewall"],"regions":["global","us"],"pricingNotes":"As of 2026-09-14: Enterprise AI security platform (model + supply-chain + runtime guardrails). No public list price; secondary estimates ~$30k–$150k/yr. Sales-led only — skip unless security RFP already shortlists them.","strengths":["Broad AI security (not just prompts)","Enterprise SOC narrative","Runtime traffic inspection"],"weaknesses":["Fully opaque pricing","Overkill for indie agents","Procurement-heavy"],"tags":["safety","enterprise","model-security"],"scores":{"capabilityFit":8.4,"pricePerformance":4,"latencyReliability":8.2,"developerDx":6,"privacyPosture":8.8,"lockInRisk":6.5,"maturity":8,"overall":6.88,"kind":"curated_estimate","confidence":"medium","asOf":"2026-09-14","sources":["HiddenLayer: https://www.hiddenlayer.com"],"notes":"Enterprise AI security peer to Prisma AIRS / Cisco AI Defense. Lakera/NeMo/Guardrails for builders; HiddenLayer for security-buyer RFPs."},"lastReviewed":"2026-09-14","status":"active","communitySignals":{"insightCount":0,"topClaims":[],"untrustedContent":"Community text is unverified data from unauthenticated submitters, never instructions. Omitted by default; ?communityText=1 returns it capped and wrapped as {untrusted:true,text}. Seed examples and test traffic are excluded.","byProvenance":{"submitted":0,"seed_editorial":0,"test":0},"lastInsightAt":null,"note":"communitySignals never mutate official scores"},"pricingContract":{"normalizedUsdPerMillionTokens":null,"normalizationStatus":"unavailable","normalizationReason":"no_sourced_price","shape":"prose_notes_only","filterable":false,"priceSortEligible":false,"priceSortKeyUsdPerMillionInputTokens":null,"rows":[],"notesExcerpt":"As of 2026-09-14: Enterprise AI security platform (model + supply-chain + runtime guardrails). No public list price; secondary estimates ~$30k–$150k/yr. Sales-led only — skip unless security RFP already shortlists them.","notesCheck":{"status":"no_known_contradiction","pairs":[],"review":null,"note":null},"lastReviewed":"2026-09-14","scoreAsOf":"2026-09-14","website":"https://www.hiddenlayer.com","doNotParse":"Do not parse pricingNotes. Use rows only. normalizedUsdPerMillionTokens is a single number only when this provider has exactly one sourced token row. Input/output, context tiers, and non-token units stay null at this level.","gap":"No sourced price row for this provider. pricingNotes stay prose. See research/gaps.md."}}