AI-powered pentesting that scales with your engineering.

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April 20, 2026

Escape.tech

Pentesting

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AI-powered pentesting that scales with your engineering.

Pentesting Vulnerability Assessment Cybersecurity Continuous Security Assessment Attack Surface Management Automation

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Escape is a platform that utilizes AI to power pentesting assessments. It aims to replace manual pentest and bug bounty programs with an automated solution that scales.

Escape provides attack surface management by discovering and validating the exposure of modern applications, APIs, and infrastructure from code to cloud.

It is designed to secure applications at the business logic level, helping to identify vulnerabilities before they reach production. The platform enables security teams to run continuous security assessments on every release cycle.

Escape also features the ability to convert bug bounty reports or manual pentest findings into automated regression tests that run on every build. This ensures that the same vulnerability does not reoccur and strengthens the overall security posture.

The platform also facilitates detailed reporting and visibility with minimal human input required. It allows for both public and private control with cloud and on-prem hybrid deployments, meaning assessments can be run on internal applications without the need to give external consultants or bug hunters access to your infrastructure.

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March 10, 2026

Initial release of Escape.tech.

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Pros and Cons

Pros

Automated pentesting assessments

Attack surface management

Cloud to code validation

Business logic level security

Continuous security assessments

Turns bug reports into automated tests

Prevents vulnerability recurrence

Detailed reporting and visibility

Public and private control

Hybrid on-prem and cloud deployments

Scale with engineering

Saves hours on daily builds

Agentic multi-step attack chains

Vulnerability before production

Budget line to quality gate

Time-to-remediation reduction

Automated regression tests

Built-in automations and workflows

No human for reporting

Works seamlessly with current infra

Supports modern frameworks

Works with developer tools

Multilingual support

Business-logic-aware DAST

Supports multiple pentest scenarios

View 20 more pros

Cons

Lacks multi-language support

No real-time vulnerability updates

Not compatible with traditional pentesting tools

No customization options for pentesting

Undefined ROI tracking mechanism

Limited integration with existing security tools

No clear policy for false positives

Absence of community or forum support

Non-transparent pricing model

Might overlook unique application-specific vulnerabilities

View 5 more cons

Q&A

What is Escape?

Escape is an AI-powered platform that focuses on pentesting assessments. It is designed to replace manual pentest and bug bounty programs by providing a scalable automated solution. Escape is capable of discovering and validating the exposure of modern applications, APIs, and infrastructure from code to cloud. The platform can secure applications at the business logic level, providing advanced security features like attack surface management, vulnerability assessment, continuous security assessment, and hybrid deployments among other features.

How does Escape use AI in pentesting?

Escape utilizes advanced AI technology to power its pentesting assessments. It replaces manual processes by running automated assessments that scale with the engineering process. The AI assimilates the findings from bug bounty reports or manual pentest results and converts them into automated regression tests. These regression tests ensure that the same vulnerability does not recur, thereby improving the security posture.

What is the role of Escape in attack surface management?

In the context of attack surface management, Escape plays a pivotal role by discovering and validating the exposure of modern applications, APIs, and infrastructure from code to cloud. This comprehensive visibility over the attack surface aids in identifying any vulnerabilities and rectifying them before they reach the production stage.

How can Escape automate bug bounty programs?

Escape automates bug bounty programs by converting bug bounty reports or the findings from manual pentesting into automated regression tests. These regression tests are run on each build to ensure that previously identified vulnerabilities don't reoccur and to help augment the overall security posture.

What is the purpose of automated regression tests in Escape?

Automated regression tests in Escape are designed to ensure that the system does not encounter the same vulnerabilities that it did in the past. By converting bug bounty reports or manual pentest findings into these automated tests, Escape provides a robust mechanism to prevent recurrence of old vulnerabilities.

Does Escape provide reporting and visibility?

Yes, Escape provides in-depth reporting and visibility features. It facilitates detailed visibility of the attack surface with minimal human input required. This aids in continuous security assessment and early identification and rectification of vulnerabilities.

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Can Escape be used in both public and private setups?

Yes, Escape caters to both public and private control setups, making it flexible for different use cases. This means that assessments can be run on internal applications without the need to provide access to external consultants or bug hunters.

How does Escape handle on-premises security?

Escape handles on-premises security by allowing hybrid deployments. It offers an option to run assessments on internal applications without the need to grant external consultants or bug hunters access to your infrastructure, thus ensuring a higher level of security.

How does Escape secure applications at the business logic level?

Escape secures applications at the business logic level by identifying vulnerabilities before they reach production. Its AI-powered platform constantly scrutinizes every release cycle for potential weaknesses, thereby ensuring the integrity of the application's business logic.

What are the benefits of continuous security assessments with Escape?

The benefits of continuous security assessments with Escape are manifold. The platform provides constant monitoring and early detection of vulnerabilities, ensuring that they are rectified before reaching production. Continuous assessment also facilitates automated regression testing on every build, prevention of recurrence of vulnerabilities, and improving overall security posture.

How does Escape fit into software release cycles?

Escape fits into software release cycles by allowing security teams to run continuous security assessments on every release. This inclusion ensures that vulnerabilities get caught and corrected swiftly, thereby making the software safer with each release.

Can Escape handle API security?

Yes, Escape is equipped to manage API security. It is designed to discover and validate the exposure of APIs along with modern applications and infrastructure from code to cloud, ensuring comprehensive security across the network.

How does the scalability of Escape work?

The scalability of Escape lies in its ability to replace manual pentest and bug bounty programs with a solution that evolves alongside the engineering process. As the company grows and the number of release cycles increases, Escape's automated assessments can seamlessly scale to match this growth.

What is the impact of Escape on secure coding?

Escape has a positive impact on secure coding by helping to identify vulnerabilities at the business logic level of applications before they reach production. By integrating security reviews into every release cycle, Escape contributes to developing safer, more robust code.

Can Escape ensure the same vulnerability does not reoccur?

Escape prevents the recurrence of the same vulnerability by converting the bug bounty reports or manual pentest findings into automated regression tests. These tests are run on every build to ensure that past weaknesses do not find their way into future releases.

Does Escape facilitate hybrid deployments?

Yes, Escape facilitates hybrid deployments. It can operate in both cloud and on-premises environments, allowing for assessments to run on internal applications without the need for external consultants or bug hunters to access your infrastructure.

How does Escape integrate into existing engineering processes?

Escape integrates into existing engineering processes by offering AI-powered pentesting that scales with the processes. It provides continuous pentesting assessments, thus allowing for in-depth security assessments on every release cycle. Vulnerabilities get caught before they reach production, transforming offensive security from just a budget line into a quality gate.

What is the ROI observed by security teams using Escape?

Security teams using Escape have seen a Return on Investment (ROI) of 393%. This significant number underlines the cost and efficiency benefits that Escape's AI-powered, scalable pentesting solution brings to an organization.

Can Escape test multiple scenarios in security testing?

Escape is capable of testing multiple scenarios in security testing and sets itself apart with unique features such as the IDOR scanning and multi-tenant capabilities. This makes it possible for teams to test multiple scenarios simultaneously, thereby improving the efficiency of the testing process.

What kind of support does Escape offer?

Escape provides comprehensive support tailoring to different needs by accommodating modern frameworks, cloud environments, developer tools and catered to security tools. It aims to seamlessly fit into a team's existing working environment, thereby making the transition smooth and trouble-free.

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