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SOC 2 · AI Startups

Get SOC 2 Audit-Ready in 30 Days

SOC 2 for AI companies: model inventory, LLM vendor DPAs, prompt logging, model risk and ISO 42001 bridge. Starting at $4,995. Join 50+ AI startups preparing for enterprise procurement.

🤖ISO 42001 bridge included
⚡30-day readiness
📋5 AI-specific controls

Why AI startups choose us for SOC 2

Generic SOC 2 platforms miss AI-specific audit questions. Here is where we lean in.

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AI Controls as First-Class

Traditional vendors: Upload a document
LowerPlane: Model inventory + DPA tracking in-platform

Model inventory, LLM vendor DPAs, prompt-logging policy and model-risk assessment are tracked natively — not treated as free-form document uploads.

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Transparent Pricing

Traditional vendors: $18,000+/year (Vanta/Drata)
LowerPlane: From $4,995 (advisor included)

Flat annual price. ISO 42001 add-on included on Growth. No per-model fees, no AI "feature pack" upsell.

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ISO 42001 Bridge

Traditional vendors: Second full compliance project
LowerPlane: 40–50% control overlap mapped

ISO 42001 reuses roughly 40–50% of your SOC 2 Security evidence. If buyers specifically ask about AI governance, the bridge is incremental not a restart.

What SOC 2 Means for an AI Startup

SOC 2 for AI companies is the same SOC 2 any SaaS does — the Trust Services Criteria, an AICPA-licensed CPA engagement, a point-in-time Type 1 or operating-effectiveness Type 2 report.

The difference is five AI-specific controls that modern auditors look for under existing TSC criteria (CC6, CC7). You do not need ISO 42001 to pass SOC 2 — but if your buyers ask about AI governance specifically, it is the natural bridge.

Read the full SOC 2 guide →

The 5 AI-Specific Controls

M
Model InventoryRequired
Live list of models, versions, data, owners
D
LLM Vendor DPAs
OpenAI, Anthropic, Mistral, Cohere as subprocessors
L
Prompt + Output Logging
Retention, redaction, access policy
R
Model Risk Assessment
Harm, bias, hallucination, misuse
C
Change Management for Weights
Approval, test plan, rollback on model swaps

SOC 2 Checklist for AI Startups

The core SOC 2 Security controls plus the AI-specific artefacts auditors are now consistently asking about.

Core SOC 2 Controls

✓Access control + MFA on every account
✓Encryption at rest + in transit
✓Centralised logging in production
✓Incident response runbook (tested)
✓Vulnerability management + pen test
✓Vendor risk + subprocessor DPAs
✓Security awareness training
✓Access reviews (quarterly)

AI-Specific Artefacts

✓Model inventory (name, version, hosting, data, owner)
✓LLM vendor DPAs (OpenAI, Anthropic, Mistral, Cohere, etc.)
✓Prompt + output logging policy
✓Model-risk assessment (harm, bias, hallucination)
✓Change management procedure for model swaps / fine-tunes
✓Access controls on training data and model weights
✓AI incident response playbook
✓ISO 42001 bridge roadmap (if applicable)

How LowerPlane Gets AI Startups SOC 2 Audit-Ready

A 4-week process built for teams running production LLM features.

1

Week 1: Scope + Model Inventory

Lock scope, stand up the model inventory, line up the LLM subprocessor register.

  • →Scope lock (which product, which cloud, which TSC)
  • →Live model inventory populated (API + self-hosted)
  • →Pre-filled subprocessor templates: OpenAI, Anthropic, Mistral, Cohere
  • →CPA firm introduction from our AI-aware shortlist
2

Week 2: Policies + Integrations

Deploy the policy pack with AI-specific templates and connect your integrations.

  • →Prompt + output logging policy published
  • →Model-risk assessment template filled per model
  • →Change management for weights documented
  • →Top 10 integrations connected (AWS/GCP, Okta, GitHub, Snyk, HRIS)
3

Week 3: Evidence + Auditor Kickoff

Collect missing evidence, kick off the Type 1 engagement, open the auditor Slack.

  • →Access reviews on production + model-ops systems
  • →Incident response tabletop (include AI-harm scenario)
  • →Vendor risk assessment for every LLM subprocessor
  • →Auditor Slack opened; evidence request list within 48 hours
4

Week 4: Audit + Trust Centre

Deliver remaining evidence, receive Type 1 report, publish to trust centre with AI-specific summary.

  • →Deliver remaining evidence (typically 20–40 items)
  • →Receive SOC 2 Type 1 report
  • →Bridge letter if Type 2 window overlaps deal
  • →Trust-centre publish with AI governance one-pager

AI Startups We SOC 2 Certified

Teams shipping LLM features and closing enterprise deals in parallel.

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We tried a free self-serve platform first. Three months in we still had no auditor and the deal was slipping. LowerPlane got us Type 1 in 30 days.

Nikhil Shetty, Co-founder
Co-founder, AI SaaS, YC-backed
Result: Closed $800K enterprise deal post Type 1 report
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The LLM vendor DPA tracking was the piece nobody else did well. Our Series B due diligence specifically asked — LowerPlane had the answer ready.

Hannah Weber, Head of Security
Head of Security, AI Startup, Series A
Result: Cleared AI-governance diligence in Series B
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ISO 42001 reused 45% of our SOC 2 evidence. We added it in 4 extra weeks instead of running a second full project.

Luis Fernandez, CTO
CTO, Vertical AI SaaS
Result: SOC 2 + ISO 42001 shipped together

LowerPlane vs Competitors for AI SOC 2

The AI-specific features auditors are asking about — and which platforms actually ship them.

FeatureLowerPlaneVantaDrataScytale
Model Inventory (in-platform)✅ Live table❌ Document upload❌ Document upload✅ Supported
LLM Vendor DPA Templates✅ Pre-filled subprocessors⚠️ Generic⚠️ Generic⚠️ Partial
Prompt + Output Logging Policy✅ Template included❌ Not shipped❌ Not shipped⚠️ Partial
Model Risk Assessment✅ Per-model template❌ Document upload⚠️ AI governance (beta)✅ AI readiness assessment
ISO 42001 Bridge✅ Reuses SOC 2 evidence✅ Supported⚠️ Beta⚠️ Partial
Dedicated AI-Aware Advisor✅ Included❌ Add-on❌ Add-on✅ Included
Starting Price$4,995/yr$18,000+/yr$12,000+/yr$9,000+/yr

AI SOC 2 Resources

Related Frameworks for AI Startups

Most AI startups also need ISO 42001 (AI governance) and ISO 27001 or GDPR depending on their buyers.

Ready to Get Your AI Startup SOC 2 Audit-Ready?

Book a 20-minute assessment with an advisor who has run AI-startup SOC 2 engagements. We'll walk the model inventory, LLM DPAs and the 30-day plan.

🤖AI-aware advisor on every plan
⚡Response within 2 hours
💯100% audit pass rate