AI security operations for software companies

Run product security like you already staffed the team.

ZeroQuarry receives security work, tests source, binaries, and live applications, challenges weak findings, opens fixes, verifies remediation, and packages the evidence customers ask for.

30 days · no card1 private product25 security runs
example://red-vs-vendor · target=billing-apiillustrative
14:02:01
SYSTEM
review opened for billing-api
14:02:05
RED
tracing tenant ownership into invoice update
14:02:11
VENDOR
challenge: prove the route lacks an earlier ownership check
RED TEAMVENDOR REVIEWreview in progress

From trigger to verified outcome.

Point tools find alerts. ZeroQuarry connects the security work that begins before the alert and continues after the report.

01

Receive

Change, schedule, API, or report

02

Assess

Source, binary, or live target

03

Validate

Proof, challenge, rebuttal

04

Decide

State, reason, accountable owner

05

Remediate

Patch, PR, Jira, ServiceNow

06

Retest

Mitigated, verified, or regression

07

Prove

Reports, shares, Evidence Room

Six capabilities. One security record.

Use the whole loop or begin with the security motion creating the most operational drag today.

AI speed needs an evidence bar.

Autonomous pentesting is becoming a crowded claim. ZeroQuarry’s differentiation is what happens around the model: separate investigator and reviewer roles, human lifecycle decisions, controlled remediation, retesting, and evidence that remains useful after the scan finishes.

01

Severity describes impact. Confidence describes whether the claim is likely to survive review.

02

Disputed and accepted-risk decisions retain reasons instead of disappearing from the record.

03

Generated fixes remain proposals under repository access, approval, CI, and merge controls.

How adversarial validation works
ZeroQuarry finding with evidence, review state, and decision controls

Start from the decision in front of you.

Each playbook combines the relevant assessment, review, remediation, and evidence capabilities into an operating outcome.

Built where real vulnerability reports land.

ZeroQuarry’s workflows come from finding, validating, coordinating, and fixing real product vulnerabilities. That work shapes the product more than generic scanner patterns do.

RCE

Published coordinated research on exploitable plugin and extension ecosystems.

15Y

Security leadership and vulnerability-triage experience across Elastic, Kong, and Vectara.

LOOP

Validated research patterns feed future prompts, coverage, report language, and evidence structure.

Read ZeroQuarry research
research://evidencecoordinated
CLAIMOpening untrusted Markdown reaches executable behavior

Trace the plugin path, prove reachability, and identify the affected configuration.

CHALLENGEIs execution actually reachable?

Test default state, permissions, versions, and realistic user action.

OUTCOMEFix, disclose, publish

Coordinate the maintainer response before turning the finding into public research.

public writeups follow responsible disclosure

Run a 30-day security operations sprint.

Start with one real product, complete the loop from assessment to verified outcome, and decide from evidence. No card or sales call is required.