In the AI era, most of your code is written by AI.
Who proves it’s compliant?

Attest checks your codebase against 65 compliance frameworks — HIPAA, SOC 2, PCI DSS, FedRAMP, NIST 800-53, ISO 27001, the OWASP LLM Top 10, and more — with deterministic, reproducible security tooling — not an AI grading another AI. Re-run it and get a similar result. Your auditor can too.

And it doesn’t stop at a report: the Attest PR Gate reviews every pull request and posts the compliance verdict before the code merges. Compliance that moves at the speed your AI writes code.

Frameworks We Check Against

Attest maps findings in your code to the technical controls of each framework below — citing the exact clause and file:line. It reads your code; it does not issue certifications.

SOC 2

Security / Common Criteria

HIPAA

Security Rule §164.312

PCI DSS

v4.0.1

GDPR

Art. 32 measures

ISO 27001

2022 · Annex A

NIST CSF

2.0

OWASP Top 10

2021 & 2025

GLBA

Safeguards Rule

NAIC #668

Insurance Data Security

FCC CPNI

47 CFR §64

CCPA / CPRA

Reasonable security

NIST SP 800-53

FedRAMP · FISMA baseline

CIS Controls v8

Safeguards

SLSA & SBOM

Supply-chain integrity

OWASP LLM Top 10

AI application security

ISO 27701

Privacy management

CMMC 2.0

Defense industrial base

NYDFS 500

23 NYCRR Part 500

42 CFR Part 2

SUD records confidentiality

FCC SIM Swap

Port-out fraud rules

NERC CIP

Bulk electric system

+ 44 more

CFPB §1033, FFIEC, CMS & ONC (Cures Act), TCPA, DOE C2M2, NIST SSDF, ISO 42001, NIS2, DORA…

Framework and standard names are trademarks of their respective owners and are used here only to describe what Attest evaluates. Attest is independent and is not affiliated with, certified by, or endorsed by any of these bodies.

The Problem

AI-generated code broke the old compliance-review model. Nobody replaced it — until now.

AI now writes most production code.

Across the industry, a majority of new commits are AI-generated or AI-assisted. Compliance tooling built for human-paced review hasn’t caught up.

It ships secrets, vulnerable deps, and gaps — at scale.

Hardcoded API keys, outdated dependencies with known CVEs, and missing access controls slip through faster than teams can review them by hand.

An AI grading AI-generated code is circular.

If the reviewer and the author are both non-deterministic language models, two runs on the same code can disagree with each other — and with themselves.

How It’s Different

Deterministic engine first. AI only where it has to be — and always labeled.

Real scanners, not opinions.

Semgrep, gitleaks, osv-scanner, and checkov run against your repo and map their findings directly to control clauses.

Reproducible verdicts, file:line evidence.

Re-run the same scan and get the same verdicts. Every finding cites the exact tool, rule, and location in your code.

AI only where no tool applies — and labeled.

A handful of controls have no scanner coverage. Those are judged by AI and marked "AI-assessed," clearly separated from deterministic verdicts.

Any stack.

We read the code — no build, no toolchain.

What A Scan Actually Says

Real tool output, mapped to real clauses — nothing paraphrased by a model.

gitleaks found a hardcoded API key in src/auth/config.js:42 → HIPAA §164.312(a)(1) Access Control: Gap.

Deterministic

osv-scanner found 144 known-vulnerable dependencies → §164.312(c)(1) Integrity: Gap.

Deterministic

Semgrep found no injection or broken-access patterns → OWASP A03/A01: Met.

Deterministic

Re-run the scan tomorrow: the same verdicts, from the same evidence. That’s what makes it defensible.

Reproducible
Attestation resultGrade B · 82 / 100
34 Met 7 Partially met 5 Gap 4 Out of scope

Illustrative example. Every control links to the evidence behind its verdict.

See a real published scan: OWASP Juice Shop, Grade F →

The Breakthrough · Continuous · CI-native

The PR Gate: Compliance Review, Reinvented

Compliance used to be an annual audit of code nobody remembered writing. The Attest PR Gate turns it into a living check on every pull request — each change is diffed against your baseline and the verdict lands as a comment before the merge, at the one moment a gap is cheapest to fix. No other tool reviews compliance where your code is actually written.

A compliance gate in every pull request.

Connect a repo once. Every PR is checked against your frameworks automatically — or on demand with a label. No new dashboard to babysit; it lives where your team already works.

It comments — it blocks only when you say so.

Developers get an approval or a warning right on the PR, with the score, the breakdown, and every new gap at file:line. Advisory by default; add a label to a PR when that one must not merge with new findings — and remove it to wave it through.

Only what this change introduced.

Attest diffs each pull request against your base-branch baseline and leads with the delta — new findings at file:line, what regressed, what you fixed — with your overall posture alongside for context. Reviewers see what this change did, front and center.

Every framework, in parallel.

HIPAA, SOC 2, PCI, GDPR — check them all on the same pull request. Each posts its own comment, each with reproducible, evidence-backed verdicts.

Attest commented on this pull request
Attest — HIPAA Security Rule compliance check

⚠️ Warning — this change introduces 2 new compliance gaps. Advisory by default — label a PR to make its check block.

Score 78 / 100 (C) · baseline 85 / 100 (Δ −7)

31 Met 6 Partially met 9 Gap

New findings introduced by this change

gitleaks — hardcoded secret · app/config.js:42

semgrep — weak hash (MD5) · src/auth/crypto.py:3

Advisory · deterministic-first · updates on every push. Illustrative example.

Evidence Your Auditor Can Rerun

Attest is an independent, read-only evaluation of the technical controls in your code — built so every claim it makes can be checked by someone who doesn’t trust it.

Every finding has an address.

Tool, rule, file, line — mapped to the exact framework clause it violates or satisfies. Nothing vague, nothing hand-waved.

Rerun it. Same answer.

Deterministic verdicts from reproducible scanners. Your auditor can run the same tools on the same commit and get the same result — that’s what makes it defensible.

Signed and shareable.

Each report is frozen, hashed, and signed, with a public verification link. Hand it to an auditor, a customer, or a due-diligence team as-is.

It guards every merge.

The PR Gate re-checks each pull request against your baseline and comments before merge — compliance posture that stays current instead of decaying between audits.

65 frameworks, one scan engine.

From HIPAA and SOC 2 to FedRAMP, SLSA, and the OWASP LLM Top 10 — the same evidence maps to every framework you select.

Minutes, not months.

Connect a repository and hold a signed, evidence-backed compliance report before your next standup.

Scope: the technical controls visible in source code. Policies, BAAs, and physical safeguards stay with your auditor — Attest hands them the strongest technical evidence file in the room.

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