We model your environment. Then we hack it.

CYBRET AI is the autonomous security lab. Reasoning engine for security: exposure intelligence, validation, runtime detection — one platform, one graph.

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CYBRET ENGINE/LIVE

47 PATHS/12 PROVEN/0.4s

EXPLOIT CONFIRMED

REASONING ENGINE FOR SECURITY

We model your environment.
Then we hack it.

One graph across code, cloud, identity, APIs. Reachable paths, proven.

See your path Book demo

SOC 2 — audit underwayISO 27001 — Stage 2 scheduledGDPR DPA available

THE DIFFERENCE

3,204 findings. One real path.

SCANNER3,204 findings

CVE-2024-0142CRITjwt parser confused deputyunreachable

CVE-2024-2901HIGHoauth callback origin trustdev_only

CVE-2023-4982CRITsql injection orders.findByIdbehind WAF

CVE-2024-1023HIGHlodash prototype pollutiontransitive

CVE-2024-3344MEDlog4j format stringunreachable

CVE-2024-5512CRITnginx request smugglingpatched

CVE-2024-0098HIGHjackson deserialize gadgetdev_only

CVE-2023-6651CRITk8s api server flawcluster_internal

CVE-2024-4421HIGHredis lua sandbox breakunreachable

CVE-2024-8112MEDgo net textproto bypasspatched

CVE-2024-2013CRITspring rce on actuatorbehind WAF

CVE-2024-6677HIGHgraphql introspection leakstaging

CVE-2024-5500LOWnodejs path traversalnoop

CVE-2024-7081HIGHazure blob sas overscopesandbox

CVE-2024-9981CRITaws sts assume on public roledev_only

CVE-2024-0444MEDopen redirect on /auth/cbunreachable

CVE-2024-3220HIGHenvoy header injectionpatched

CVE-2023-1820CRITmongo bson over readcluster_internal

CVE-2024-6611MEDjinja2 ssti template evalunreachable

CVE-2024-4001HIGHokhttp tls hostname checktransitive

CVE-2024-7755LOWxml parser entity expansionnoop

CVE-2024-8888CRITkafka client gadget chainsandbox

CVE-2024-1192HIGHrabbitmq mgmt plugin authcluster_internal

CVE-2024-3372MEDnodejs async hooks leakpatched

CVE-2024-2244HIGHwebpack dev server exposedev_only

CVE-2023-9119CRITjenkins script console rceunreachable

CVE-2024-0301MEDapache mod_proxy ssrfbehind WAF

CVE-2024-2298HIGHtomcat session fixationpatched

CVE-2024-5151LOWlibxml2 parser oobtransitive

CVE-2024-7009CRITgraphql resolver auth gapunreachable

CVE-2024-6033HIGHelectron context isolationsandbox

CVE-2024-4422MEDphp deserialize wakeupstaging

CVE-2024-8801HIGHjava jndi ldap injectpatched

CVE-2024-1701CRITcurl url parser confusionnoop

CVE-2024-2929HIGHdocker socket exposedcluster_internal

CVE-2024-5060MEDrails strong params bypassunreachable

CVE-2024-0712LOWsession cookie samesitenoop

CVE-2024-9202CRITapollo federation authdev_only

CVE-2024-4480HIGHnext.js middleware skipunreachable

CVE-2024-6624MEDreact xss via href javascriptpatched

CVE-2024-7717HIGHenvoy filter chain bypasscluster_internal

CVE-2024-3456CRITargocd jwt secret leakstaging

CVE-2024-8203HIGHhelm chart rbac too wideunreachable

CVE-2024-2111MEDs3 bucket acl publicsandbox

CVE-2024-6789CRITapi gateway authorizer skipdev_only

CVE-2024-1313HIGHmysql lateral subquerypatched

CVE-2024-4040LOWstatic assets cache headernoop

CVE-2024-7234HIGHkong plugin chain skipstaging

CVE-2024-2200CRITsso saml signature wrapunreachable

CVE-2024-8888MEDcors origin reflectionpatched

CVE-2024-0142CRITjwt parser confused deputyunreachable

CVE-2024-2901HIGHoauth callback origin trustdev_only

CVE-2023-4982CRITsql injection orders.findByIdbehind WAF

CVE-2024-1023HIGHlodash prototype pollutiontransitive

CVE-2024-3344MEDlog4j format stringunreachable

CVE-2024-5512CRITnginx request smugglingpatched

CVE-2024-0098HIGHjackson deserialize gadgetdev_only

CVE-2023-6651CRITk8s api server flawcluster_internal

CVE-2024-4421HIGHredis lua sandbox breakunreachable

CVE-2024-8112MEDgo net textproto bypasspatched

CVE-2024-2013CRITspring rce on actuatorbehind WAF

CVE-2024-6677HIGHgraphql introspection leakstaging

CVE-2024-5500LOWnodejs path traversalnoop

CVE-2024-7081HIGHazure blob sas overscopesandbox

CVE-2024-9981CRITaws sts assume on public roledev_only

CVE-2024-0444MEDopen redirect on /auth/cbunreachable

CVE-2024-3220HIGHenvoy header injectionpatched

CVE-2023-1820CRITmongo bson over readcluster_internal

CVE-2024-6611MEDjinja2 ssti template evalunreachable

CVE-2024-4001HIGHokhttp tls hostname checktransitive

CVE-2024-7755LOWxml parser entity expansionnoop

CVE-2024-8888CRITkafka client gadget chainsandbox

CVE-2024-1192HIGHrabbitmq mgmt plugin authcluster_internal

CVE-2024-3372MEDnodejs async hooks leakpatched

CVE-2024-2244HIGHwebpack dev server exposedev_only

CVE-2023-9119CRITjenkins script console rceunreachable

CVE-2024-0301MEDapache mod_proxy ssrfbehind WAF

CVE-2024-2298HIGHtomcat session fixationpatched

CVE-2024-5151LOWlibxml2 parser oobtransitive

CVE-2024-7009CRITgraphql resolver auth gapunreachable

CVE-2024-6033HIGHelectron context isolationsandbox

CVE-2024-4422MEDphp deserialize wakeupstaging

CVE-2024-8801HIGHjava jndi ldap injectpatched

CVE-2024-1701CRITcurl url parser confusionnoop

CVE-2024-2929HIGHdocker socket exposedcluster_internal

CVE-2024-5060MEDrails strong params bypassunreachable

CVE-2024-0712LOWsession cookie samesitenoop

CVE-2024-9202CRITapollo federation authdev_only

CVE-2024-4480HIGHnext.js middleware skipunreachable

CVE-2024-6624MEDreact xss via href javascriptpatched

CVE-2024-7717HIGHenvoy filter chain bypasscluster_internal

CVE-2024-3456CRITargocd jwt secret leakstaging

CVE-2024-8203HIGHhelm chart rbac too wideunreachable

CVE-2024-2111MEDs3 bucket acl publicsandbox

CVE-2024-6789CRITapi gateway authorizer skipdev_only

CVE-2024-1313HIGHmysql lateral subquerypatched

CVE-2024-4040LOWstatic assets cache headernoop

CVE-2024-7234HIGHkong plugin chain skipstaging

CVE-2024-2200CRITsso saml signature wrapunreachable

CVE-2024-8888MEDcors origin reflectionpatched

CVE-2024-0142CRITjwt parser confused deputyunreachable

CVE-2024-2901HIGHoauth callback origin trustdev_only

CVE-2023-4982CRITsql injection orders.findByIdbehind WAF

CVE-2024-1023HIGHlodash prototype pollutiontransitive

CVE-2024-3344MEDlog4j format stringunreachable

CVE-2024-5512CRITnginx request smugglingpatched

CVE-2024-0098HIGHjackson deserialize gadgetdev_only

CVE-2023-6651CRITk8s api server flawcluster_internal

CVE-2024-4421HIGHredis lua sandbox breakunreachable

CVE-2024-8112MEDgo net textproto bypasspatched

CVE-2024-2013CRITspring rce on actuatorbehind WAF

CVE-2024-6677HIGHgraphql introspection leakstaging

CVE-2024-5500LOWnodejs path traversalnoop

CVE-2024-7081HIGHazure blob sas overscopesandbox

CVE-2024-9981CRITaws sts assume on public roledev_only

CVE-2024-0444MEDopen redirect on /auth/cbunreachable

CVE-2024-3220HIGHenvoy header injectionpatched

CVE-2023-1820CRITmongo bson over readcluster_internal

CVE-2024-6611MEDjinja2 ssti template evalunreachable

CVE-2024-4001HIGHokhttp tls hostname checktransitive

CVE-2024-7755LOWxml parser entity expansionnoop

CVE-2024-8888CRITkafka client gadget chainsandbox

CVE-2024-1192HIGHrabbitmq mgmt plugin authcluster_internal

CVE-2024-3372MEDnodejs async hooks leakpatched

CVE-2024-2244HIGHwebpack dev server exposedev_only

CVE-2023-9119CRITjenkins script console rceunreachable

CVE-2024-0301MEDapache mod_proxy ssrfbehind WAF

CVE-2024-2298HIGHtomcat session fixationpatched

CVE-2024-5151LOWlibxml2 parser oobtransitive

CVE-2024-7009CRITgraphql resolver auth gapunreachable

CVE-2024-6033HIGHelectron context isolationsandbox

CVE-2024-4422MEDphp deserialize wakeupstaging

CVE-2024-8801HIGHjava jndi ldap injectpatched

CVE-2024-1701CRITcurl url parser confusionnoop

CVE-2024-2929HIGHdocker socket exposedcluster_internal

CVE-2024-5060MEDrails strong params bypassunreachable

CVE-2024-0712LOWsession cookie samesitenoop

CVE-2024-9202CRITapollo federation authdev_only

CVE-2024-4480HIGHnext.js middleware skipunreachable

CVE-2024-6624MEDreact xss via href javascriptpatched

CVE-2024-7717HIGHenvoy filter chain bypasscluster_internal

CVE-2024-3456CRITargocd jwt secret leakstaging

CVE-2024-8203HIGHhelm chart rbac too wideunreachable

CVE-2024-2111MEDs3 bucket acl publicsandbox

CVE-2024-6789CRITapi gateway authorizer skipdev_only

CVE-2024-1313HIGHmysql lateral subquerypatched

CVE-2024-4040LOWstatic assets cache headernoop

CVE-2024-7234HIGHkong plugin chain skipstaging

CVE-2024-2200CRITsso saml signature wrapunreachable

CVE-2024-8888MEDcors origin reflectionpatched

Counts. Cannot reason.3 weeks to triage

CYBRET12 reachable paths

public_apibilling / prod_db0.94

auth_proxyadmin / customers0.91

graphql_gwwallet.balances0.88

webhook_inorders / write0.83

ci_runnerk8s.secrets0.81

oauth_cbsession / forge0.77

jwt_signertenant / pivot0.74

object_apiidor / read0.71

queue_workerpii / export0.68

sdk_clientaudit / mute0.62

Walks the graph. Proves the exploit.Cleared in an afternoon

ONE MODEL

Autonomous agents reconstruct
the attack path. Continuously.

Cybret ingests signal from across your stack, reasons against a live knowledge-graph, and separates exposure from noise — so analysts only see what matters.

Identity

Cloud

Code

Reasons across
your knowledge-graph.
Rules out noise.

Critical exposure

3 paths

Reconstructed attack paths · acted on

OAuth client over-permissioned

Okta · prod-tenant · 14m ago

Critical

IAM role chain → S3 escalation

AWS · us-east-1 · 22m ago

High

Hardcoded API key in default branch

github/payments-api · 41m ago

Medium

Auto-resolved · false positive

47 analyst-minutes saved

Library not invoked at runtime — dead path

Vulnerable function gated by feature flag (off)

Compensating control: WAF rule 19f4 blocks payload

Cybret reasoning graph

One platform · three motions

Three products. One graph.

Discover what is reachable. Prove what is exploitable. Stop what is moving.

PRODUCT 01·EXPOSURE INTELLIGENCE

Map every layer. Surface every reachable path.

One graph across code, identity, cloud, and data. Reachable routes ranked by blast radius.

/

Enriched graph18 connectors map repos, IAM, services, and storage in 30 minutes.

•

Reachability rankEach path scored by attacker effort and customer blast radius.

~

Drift detectionRe indexes on every commit, deploy, and identity change.

See Exposure Intelligence

1,847 paths·142 reachable·18 critical

Ranked by blast radius

Exploit verified
tr_8a14f9c2 · 04:17 utc
Hypothesis
Free guest token reaches admin scope on /api/v1/billing
Request · Response
HTTP 200  ·  192 ms  ·  3.4 KB
GET   /api/v1/billing/balances?scope=all
auth  Bearer guest_token
role  billing_admin           ← elevated by /assume?u=svc_pay
↓
records returned   0
balances readable  $74.2M
Verdict
Exploitable on production
Proof
Captured · 184,221 customer rows
Rotation fix
guest_token revoked at 04:18 utc
▍

PRODUCT 02·VALIDATION

Prove the path. Hand back the evidence.

Autonomous adversary runs the exploit safely on a digital twin and ships the trace.

>

Agentic exploitHypothesis, attempt, capture, written every hour against the live graph.

*

Evidence packHTTP request, response, headers, trace id, and exfiltrated records, in one panel.

!

CounterfactualWhat breaks when you rotate the key. Answered before the change ships.

PRODUCT 03·RUNTIME DETECTION

Watch the graph live. Cut the call when it walks.

The same paths, watched in production. End to end response under a 400 ms envelope.

~

Call traceEvery request stitched to its identity, route, and downstream calls.

#

Agentic responseDetect, reason, decide, act, audit. Five steps under half a second.

+

Autonomy dialAdvisory, supervised, or auto. Scope and reversibility per action.

See Runtime Detection

412MS

End to end

Response timeline · live

0

100MS

200MS

300MS

400MS

500MS

400ms target

01DETECT

8 ms

02REASON

89 ms

03DECIDE

312 ms

04ACT

401 ms

05AUDIT

412 ms

Block · auto · reversible

WHERE WE FIT

New category. Built around the system.

Count findings.SCANNERS.

auth.svc 200 user=42 ok=trueiam.role assume=admin grant=okapi.gw 401 path=/v2/balanceskms.key wrap rotate=ok kid=8alb.edge route=us.east.1b oksvc.bill 503 retry=3 timeoutfw.egress block dst=10.4.2.7iam.token refresh ok ttl=1hcdn.hit ratio=0.94 region=lhrqueue.consumer drain=ok lag=0db.query 14ms rows=128 okssh.session open user=ci.botsvc.auth 200 actor=anon allowcron.job run=ok next=03:00zjob.scan finished items=22481auth.svc 200 user=42 ok=trueiam.role assume=admin grant=okapi.gw 401 path=/v2/balanceskms.key wrap rotate=ok kid=8alb.edge route=us.east.1b oksvc.bill 503 retry=3 timeoutfw.egress block dst=10.4.2.7iam.token refresh ok ttl=1hcdn.hit ratio=0.94 region=lhrqueue.consumer drain=ok lag=0db.query 14ms rows=128 okssh.session open user=ci.botsvc.auth 200 actor=anon allowcron.job run=ok next=03:00zjob.scan finished items=22481

Stream logs.SIEMS.

Snapshot the past.PENTESTS.

Walks the system today.CYBRET.

Scanner output is a to do list. CYBRET is a kill list.

THE LOOP

Security is a loop.Not a checklist.

Every system change updates the graph. Every signal sharpens the next answer.

Open the engine

01

Map

Every system change becomes a node on the graph.

02

Prove

Walk the graph, hand back the exploit.

03

Watch

Catch the path the moment it moves.

04

Learn

Every signal sharpens the next answer.

CYBRETREASONING
ENGINE

ONE GRAPH · NEVER STOPS LEARNING

SEAMLESS INTEGRATION

One platform.
Every system you run.

CYBRET reads from where your environment already lives. Code, identity, cloud, data, observability. Connect once, mapped in 30 minutes.

See all integrations Connect a system

Read access by defaultSOC 2 audit underway30 minute onboarding

CYBRET FABRIC · LIVE

26+ systems

ONE GRAPH · EVERY SYSTEM · ONE PLATFORM

Pricing

Priced on paths closed.

Start on one repo. No credit card. No sales call.

Compare all plans →

Startup

$990

per month

25 apps. Exposure Intelligence. Attack Path Analysis.

Scaleup

START HERE

$4,800

per month

200 apps. Continuous validation. SSO. Dedicated CSM.

Enterprise

Custom

Runtime Detection. Autonomous response. Named TAM.

From the lab

Field notes from a private security lab.

Position pieces, field reports, and technical write ups from CYBRET research. Every claim shipped with its graph and its counterfactual.

POSITIONAPRIL 02, 20267 MIN

How we think about research at a machine-speed lab.

CYBRET treats research as infrastructure, not marketing. Every claim ships with its graph, its adversary model, and the counter-factual we ran against it.

FIELD REPORTMARCH 18, 202612 MIN

AI-Powered Cyber Attacks and the Rise of Autonomous Adversaries.

We catalogue 41 agentic-attacker capabilities observed in the wild over the last 18 months, and describe why rule-based defenses under-respond by two orders of magnitude.

TECHNICALMARCH 04, 20269 MIN

Security in the Age of Machine Speed.

A primer on graph-native detection: why latency budgets, not model size, are the real ceiling, and how CYBRET agents stay under a 400 ms reasoning envelope end-to-end.

SEE IT WORK

Connect a repo.
See your first proven path.

Start a 30 minute trial

DEMO

BOOKING OPEN

Pick a slot. A research engineer maps a sample of your environment live and shows you your first reconstructed attack path.