Vulnerability discovery
Use AI-powered discovery to identify potential weaknesses across your website and API surface, and bring areas for deeper investigation into focus.
- Website exposure
- Application behavior
- API surfaces
Application security / United States
AI-powered vulnerability discovery and penetration testing for your websites, web applications, and APIs.
Look beyond
the surface.
Every assessment starts with an agreed scope.
Defined boundaries. Focused investigation. Clear findings.
01 / Services
Two connected ways to understand where your application needs attention.
Use AI-powered discovery to identify potential weaknesses across your website and API surface, and bring areas for deeper investigation into focus.
Investigate how weaknesses can be used within an agreed scope. Look closely at the trust boundaries and application behavior that automated discovery can miss.
Assessment areas, access, and testing conditions are agreed with you before an engagement begins.
02 / The engagement
Start with the system you want to understand. Agree on the boundaries, then put the findings in context.
Discuss target applications, environments, access, and the questions you need answered.
Explore the agreed website and API surface with AI-powered vulnerability discovery.
Examine findings and application behavior through focused penetration testing.
Bring evidence, context, and remediation guidance together in the agreed deliverables.
03 / The deliverable
An assessment should help your team decide what to fix and why. Discuss the report and supporting evidence you need when we define the engagement.
Explore report deliverablesSecurity
assessment.
Deliverables to define with your team
ILLUSTRATIVE CONTENTS
04 / Research
Public incident analysis with sources and clearly stated conclusions.
Application Security / PHP October 21, 2026
Blockchain / Smart Contract / DeFi July 23, 2026
Our evidence standard
A statement we checked directly, with enough source context for a reader to understand the basis.
Information from public reporting that we have not independently confirmed.
An interpretation of code or evidence, clearly distinguished from an established fact.
05 / Before we begin
Client assessments are private. Any public case study requires separate permission. Research published on this site is clearly presented as public research.
Our services focus on websites, web applications, and APIs. Email us with the system you want assessed so we can discuss the targets, access, and testing boundaries.
AI powers vulnerability discovery. The engagement can also include focused penetration testing to investigate findings and application behavior within your agreed scope.
Send a brief overview of your application, the assessment you have in mind, and any timing or environment constraints. We will use that conversation to agree the scope before testing.
Timing, testing conditions, and report requirements depend on the engagement. Contact security@sirenbow.com to discuss them alongside the scope.