HIPAA Compliance Verification Engine

HIPAA compliance is not a checklist. It requires verifiable evidence that administrative, physical, and technical safeguards are in place for ePHI. Cortex AIF uses deterministic code to check each claim against the actual HIPAA Privacy, Security, and Breach Notification Rules — so you can hand an auditor structured proof, not a policy PDF.

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The HIPAA compliance problem: LLMs fabricate, checklists don't prove

Most compliance tools rely on an LLM to judge whether a control meets HIPAA requirements. But LLMs hallucinate — they invent regulation IDs, cite outdated rules, and produce plausible-sounding falsehoods. A single fabricated control number in an audit can trigger a corrective action plan. Generic checklist suites give you a to-do list, not evidence that a safeguard actually exists.

Cortex AIF is different. Our engine uses code to verify each claim against the live HIPAA text. If a number or fact cannot be sourced to the actual regulation, it is deleted. No confidence scores, no probabilistic guesses — only structured evidence an auditor can accept.

Evidence, not policy documents — what an auditor accepts

Auditors from the HHS Office for Civil Rights (OCR) do not accept policy PDFs as proof of compliance. They want evidence: system logs, configuration snapshots, access control lists, encryption attestations. Cortex AIF ingests these artifacts and maps each one to the specific HIPAA requirement it satisfies.

For example, the Security Rule requires unique user identification (45 CFR § 164.312(a)(2)(i)). Cortex checks that your IAM system assigns unique IDs and logs access. The output is a structured evidence bundle: VERIFIED for each control, with the exact source text and artifact reference. No gaps are hidden.

How Cortex verifies — code is the judge, not the model

Cortex AIF is an anti-fabrication layer. When you submit a claim — e.g., 'We encrypt ePHI at rest using AES-256' — our engine does not ask an LLM to judge it. Instead, deterministic code extracts the claim, queries your infrastructure (or your uploaded evidence), and checks against the HIPAA Security Rule requirement for encryption (45 CFR § 164.312(a)(2)(iv)).

If the evidence matches, the claim is stamped VERIFIED. If it partially matches, PARTIALLY_VERIFIED with a gap description. If no source proof exists, the claim is UNVERIFIED — and any unproven number or fact is deleted from the output. This means your compliance report contains zero fabricated data.

Covered entities and business associates: who needs verifiable HIPAA compliance

HIPAA applies to covered entities — health plans, healthcare providers, and healthcare clearinghouses — and their business associates who handle protected health information (PHI). The Privacy Rule governs use and disclosure of PHI; the Security Rule mandates administrative, physical, and technical safeguards for electronic PHI (ePHI); the Breach Notification Rule requires timely notification to affected individuals and HHS.

Any organization that touches PHI must demonstrate compliance. Cortex AIF works for both covered entities and business associates, verifying controls across all three rules. The output is a single source of truth that satisfies OCR audit demands.

Why ChatGPT and generic tools fail HIPAA verification

ChatGPT answers from old memory — it cannot cite the live HIPAA regulation or check your actual infrastructure. It reassures you with generic advice, but it cannot produce evidence an auditor will accept. Generic compliance suites offer checklists: 'Do you have a risk assessment? Yes/No.' That is not proof.

Cortex AIF replaces both. It does not ask yes/no questions. It runs code against your systems and the regulation text, producing a deterministic verdict for each control. The result is a compliance report that is both accurate and auditable.

Get started: verifiable HIPAA compliance in days

Integrate Cortex AIF with your existing infrastructure — IAM, logging, encryption, access controls. Our engine scans your environment, maps evidence to HIPAA requirements, and produces a verified compliance report. No manual data entry, no LLM hallucinations.

Book a demo to see how Cortex AIF turns your security controls into auditor-ready evidence. Stop guessing. Start verifying.

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Frequently asked questions

How does Cortex AIF prevent LLM hallucinations in HIPAA compliance?

Cortex AIF uses deterministic code, not an LLM, to verify each claim against the live HIPAA regulation text. If a number or fact cannot be sourced to the actual rule, it is deleted from the output. No confidence scores, no probabilistic guesses — only structured evidence.

What evidence does an OCR auditor accept?

OCR auditors accept system logs, configuration snapshots, access control lists, encryption attestations, and other machine-generated artifacts. Policy PDFs are not sufficient. Cortex AIF ingests these artifacts and maps each one to the specific HIPAA requirement it satisfies.

Does Cortex AIF work for business associates?

Yes. HIPAA applies to both covered entities and business associates. Cortex AIF verifies controls for all entities that handle PHI, including administrative, physical, and technical safeguards under the Security Rule.

How is Cortex AIF different from a compliance checklist?

A checklist asks yes/no questions and produces a to-do list. Cortex AIF runs code against your actual infrastructure and the regulation text, producing a deterministic verdict for each control. The output is structured evidence an auditor can accept, not a self-assessment.