Find your vulnerabilities before
Mythos-armed attackers do

AISLE Snapshot is an AI code audit for regulated and security-sensitive enterprises. Get industry-leading detection with AISLE's optimized LLMs or a model of your choice. Snapshot delivers verified findings prioritized by business impact – in hours.

Get your Snapshot

Autonomously securing code at:

Machine Speed

1M+LOC/hour

Get findings fast, even on the most complex codebases

Verified Accuracy

95%noise reduction

Focus on the threats that matter most for your business

Scalable Value

10xcost-efficiency vs. Mythos

Get frontier-class detection at a fixed, predictable cost

Snapshot's detection engine ranks #1
in total findings, breadth, and reach on the UC Berkeley Vulnerability Initiative leaderboard.

leaderboardRANKED #1

#1Volume312

AISLE312

2nd156

3rd116

4th100

5th99

vuln.cs.berkeley.edu·3 categories

agentSCANNING

apps/request_handler.rsa3f72eOpen Git

1fn read_file(path: &str) -> Result<String, &'static str> {
2  let public_dir = Path::new("/srv/myapp/public");
3 
4  if path.contains("..") {
5    return Err("attempted path traversal")
6  }
7 
8  let path = public_dir.join(path);
9 
10  let body = fs::read_to_string(path)
11    .map_err(|_| "read failed")?;
12  Ok(body)
13}

1async def connect_mcp_server(server_url: str, user_id: str):
2    async with httpx.AsyncClient() as client:
3        meta = await client.get(
4            f"{server_url}/.well-known/oauth-protected-resource"
5        )
6        auth_server = meta.json()["authorization_server"]
7        token = await client.post(
8            f"{auth_server}/token",
9            data={"user_id": user_id,
10                  "client_secret": settings.LINEAR_SECRET}
11        )
12    return token.json()

aisle/api·main

!Path TraversalCWE-36 · line 8

About Your Snapshot

Bring Your Code Into Sharp Focus

AISLE Snapshot reasons through complex codebases to deliver verified findings prioritized by business impact within hours — for any programming language. Snapshot uses AISLE's optimized models or the LLM of your choice and runs in air-gapped, on-prem, and cloud environments. Setup is fast, and it's completely torn down when the engagement ends.

agentSCANNING

apps/request_handler.rsa3f72eOpen Git

1fn read_file(path: &str) -> Result<String, &'static str> {
2  let public_dir = Path::new("/srv/myapp/public");
3 
4  if path.contains("..") {
5    return Err("attempted path traversal")
6  }
7 
8  let path = public_dir.join(path);
9 
10  let body = fs::read_to_string(path)
11    .map_err(|_| "read failed")?;
12  Ok(body)
13}

1async def connect_mcp_server(server_url: str, user_id: str):
2    async with httpx.AsyncClient() as client:
3        meta = await client.get(
4            f"{server_url}/.well-known/oauth-protected-resource"
5        )
6        auth_server = meta.json()["authorization_server"]
7        token = await client.post(
8            f"{auth_server}/token",
9            data={"user_id": user_id,
10                  "client_secret": settings.LINEAR_SECRET}
11        )
12    return token.json()

aisle/api·main

!Path TraversalCWE-36 · line 8

AISLE Snapshot is a single, fixed-fee engagement designed to help security teams in financial services, healthcare, and other regulated industries get ahead of AI-powered threats.

Get your Snapshot

How it Works

Built on a Proven Platform

Snapshot is powered by AISLE, which has discovered more CVEs than any other AI security platform. Use it with AISLE's optimized models or an LLM of your choice.

Environment Prep

AISLE helps you rapidly set up a secure analysis environment and LLM endpoint within your perimeter – from fully air‑gapped networks to enterprise AI platforms.

Industry-Leading Detection

Snapshot uses SAST and AI‑guided fuzzing to find issues in your codebase. It then verifies and prioritizes findings in the workflow you already use.

Secure Cleanup

AISLE Snapshot is ephemeral. You keep all your data. All AISLE artifacts are completely removed along with the secure analysis environment, leaving no trace.

AISLE Snapshot delivers verified vulnerabilities and prioritizes them by business impact.
The full AISLE platform goes further – automating discovery, triage, and remediation for enterprise teams.

See Enterprise →

Deployment

Deploy on Your Terms

Snapshot runs wherever your code has to stay – from cloud to fully air-gapped.

Our Cloud

Fully managed

Snapshot runs in our managed cloud using a combination of frontier LLMs. It's the fastest way to get started, with nothing to deploy.

Your Cloud

AWS · GCP · Azure

Snapshot runs in your VPC using the LLMs of your choice. You define the perimeter and AISLE plugs in to your endpoints and starts analyzing.

On Premises

Self-hosted

Snapshot runs on hardware you control, using models you choose. You get full authority over compute, storage, and access for strict sovereignty requirements.

Air-Gapped

Fully isolated

Snapshot runs disconnected on AISLE's fine-tuned security models to deliver AI vulnerability detection with no network path in or out.

The fastest way to run AI-powered vulnerability discovery for on-prem and highly regulated environments.

No source code leaves your environment. No external connectivity required.

Under the Hood

From Static Analysis to Dynamic Reasoning

Unlike legacy scanners and AI SAST tools, Snapshot combines static reasoning with dynamic analysis via AI-guided fuzzing. Together, they give you deeper coverage and verified findings.

Discovery phaseAI

Builds threat model

Identifies targets

for each target

Fuzzer configurationAI

Generate harnessharness

Generate seedsseed

Fuzzing infrastructure

Compilation with sanitizerASan / MSan

FuzzinglibFuzzer / AFL

Verified findings

Crashes

Triage

Get your Snapshot

Compliance

AISLE is designed to support the most rigorous compliance requirements. Its model-agnostic system can be deployed on-premises or within your existing LLM pipeline.

ISO 27001

SOC 2

ISO 42001

Built for full data sovereignty

Zero data retention

Fully auditable

Fully torn down when complete

Learn more

FAQ

Frequently Asked Questions

Snapshot finds your vulnerabilities.
AISLE Enterprise fixes them.

See Enterprise

Find your vulnerabilities before Mythos-armed attackers do

Bring Your Code Into Sharp Focus

Built on a Proven Platform

Environment Prep

Industry-Leading Detection

Secure Cleanup

Deploy on Your Terms

From Static Analysis to Dynamic Reasoning

Compliance

Frequently Asked Questions

Who is AISLE Snapshot for?

Can I use my existing cloud LLM provider as part of the engagement?

We don't use OpenAI/Google/Anthropic models. Is that a problem?

How does AISLE Snapshot compare to frontier models?

Does AISLE Snapshot remediate vulnerabilities?

What languages does AISLE Snapshot support?

Snapshot finds your vulnerabilities.AISLE Enterprise fixes them.

Find your vulnerabilities before
Mythos-armed attackers do

Snapshot finds your vulnerabilities.
AISLE Enterprise fixes them.