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Compliance

Is Your AI Model Personal Data? The EDPB's Anonymity Test and What to Document

When is an AI model anonymous under GDPR? The EDPB's two-part test, the evidence it expects, the draft 2026 anonymization guidelines, and a gap checker.

Oct 22, 202614 min read
Compliance

FDA Predetermined Change Control Plans for AI Devices: What Section 515C, the Guidance and 21 CFR 892.2055 Require

How an FDA PCCP lets an AI medical device ship model updates without a new 510(k): the statute, the guidance status, the first PCCP device rule and a gate.

Oct 22, 202612 min read
Compliance

CERT-In SBOM Guidelines v2.0: The 21 Data Fields, Mapped to CycloneDX

CERT-In's Technical Guidelines on SBOM, QBOM and CBOM, AIBOM and HBOM (v2.0, 9 July 2025) ask for 21 data fields per component. How binding they are, where each field goes in CycloneDX, why the sample pkg:supplier identifier isn't a valid Package URL type, the VEX and newer BOM sections, and a stdlib checker.

Oct 19, 202612 min read
Compliance

What should a yearly audit calendar look like for a small SaaS team?

A simple monthly, quarterly and yearly calendar of evidence tasks, with a named owner for each, so nothing waits for the week before the auditor arrives.

Oct 19, 20264 min read
Compliance

How do you write a security exception renewal request?

A renewal request should show what changed since the first approval, what the exception cost you in risk, and a firm plan to end it. A template.

Oct 19, 20263 min read
Compliance

How do you plan a compliance project backwards from a customer deadline?

Plan SOC 2 or ISO 27001 backwards from the date a customer needs proof: confirm what they accept, then set auditor slots, evidence windows and prep work.

Oct 19, 20264 min read
Compliance

Which words in vulnerability records cause audit findings?

False positive, not applicable, mitigated, accepted: loose words in tickets draw audit questions. Here is what each should mean and what to write instead.

Oct 19, 20263 min read
Compliance

WordPress guideline 7: must plugins ask before contacting outside servers?

The WordPress.org plugin directory requires explicit opt-in consent before a plugin contacts external servers, with data use documented. What that means.

Oct 19, 20264 min read
Compliance

Can a public records request expose a vendor's security documents?

Public bodies can be asked to release records, including documents vendors send. Learn what to mark, what to ask, and why exemptions are not automatic.

Oct 19, 20263 min read

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