SOC 2 for AI Product Founders: What It Covers, What It Costs, and What It Misses
In One Sentence
SOC 2 is an independent attestation, carried out by an external auditor, that verifies how your company manages and protects customer data against a defined set of trust principles.
Who needs it and when?
SOC 2 is most often requested by enterprise buyers, particularly those based in North America, once you start selling to larger customers. You rarely need it for your first few small clients. The right moment to act is when a serious prospect makes it a condition of the deal, because by that point you are already behind on the timeline. SOC 2 is an ongoing commitment rather than a one off, so expect to maintain it year on year once you begin.
✓ You need it if
It's the right time
You sell to enterprise or regulated buyers who handle sensitive data.
⚠ You can wait if
It can hold for now
You sell only to small businesses or consumers and handle limited personal data.
What it involves and how to get started
There are two kinds of SOC 2 report, and buyers care about the difference. SOC 2 Type 1 confirms your controls are correctly designed at a single point in time. SOC 2 Type 2 confirms they actually operated correctly over a period, usually six to twelve months, and carries far more weight. The process involves defining your controls, documenting your policies, collecting evidence, then undergoing an independent audit.
Type 1
A point in time snapshot. Faster and cheaper, often enough to unblock an early deal.
Type 2
Controls observed over six to twelve months. More rigorous, and what most enterprises ultimately want.
What it costs and timeline to get ready
Your actual cost depends mostly on how prepared you already are, not your headcount. The independent audit, an evidence platform, and the Type 2 observation period are the three things to plan around.
Auditor fee
From £5k to £15k
Evidence platform
Around £5k per year
Type 2 observation
6 to 12 months
What it does not cover for AI product founders
SOC 2 verifies your policies and controls. It does not test whether your AI product is actually secure. A clean report says nothing about the following.
Prompt injection
Whether your AI can be manipulated by crafted inputs into leaking data or acting against your users.
Data sent to model providers
Whether personal data leaves your control on every API call, and whether you have a Data Processing Agreement in place.
Cross tenant data leakage
Whether one customer's data can surface in another's results through your model or data layer.
Will you AI product actually pass SOC 2?
Book a free 30 minute review. We will show you what your certificate covers, and the AI risks it does not.