AI-Driven Security Firm Escape Secures $18 Million in Funding
The realm of software is rapidly evolving, shaped by both artificial intelligence (AI) development and its subsequent exploitation.
In a strategic move, Y Combinator-funded Escape has successfully garnered $18 million from Balderton Capital, aiming to fortify software security through AI innovations. Yet, at its core, success hinges on a profoundly human element: trust.
Established in 2020 initially as a research lab, Escape has transitioned into a commercial entity. The company’s co-founders, Tristan Kalos, CEO, and Antoine Carossio, CTO, have engineered AI agents capable of ethical hacking that identify and address vulnerabilities within code.
Kalos and Carossio’s journey commenced at UC Berkeley, where their paths converged during an entrepreneurship program. With backgrounds entrenched in machine learning and cybersecurity, they engaged in fervent discussions about the inherent vulnerabilities of commonplace digital services.
Following a hacking incident targeting a company Kalos previously worked with, a pivotal dialogue emerged: Why not devise an AI that could mitigate such threats?
“That inquiry marked the inception of our original concept,” Kalos recounted to Tech Funding News.
The release of OpenAI’s ChatGPT in late 2022 catalyzed a surge in generative AI, inadvertently leading to the production of more susceptible AI-generated code. Escape’s research unveiled over 2,000 critical vulnerabilities in applications developed with Vibe coding platforms.
Simultaneously, data from CrowdStrike indicates an alarming escalation in AI-related cyberattacks, surging 89% year-on-year in 2025.
The most recent high-profile incident involved a hacker utilizing Anthropic’s chatbot to infiltrate Mexican government agencies, resulting in the theft of 150 gigabytes of sensitive data.
“We are at a singular moment in the cybersecurity landscape,” Kalos stated, emphasizing the sluggish pace at which security teams can test scripts or rectify vulnerabilities.
“Our objective is to harness AI to amplify the capabilities of security teams, enabling them to secure code at an equivalent pace to AI-generated threats.”
Discover, Test, and Remedy
Escape’s AI agents meticulously map digital infrastructures, encompassing applications, APIs, databases, and endpoints, rigorously testing for potential weaknesses.
The agents simulate sequences of attacks and generate proof-of-exploitation, explicitly detailing how vulnerabilities are unearthed and triggered.
Subsequently, the AI facilitates automated resolutions that contextualize each vulnerability, supplemented with reproducible steps that enable security teams to validate the corrections and ensure no further vulnerabilities are inadvertently introduced.
“There is a paradigm shift in how applications are secured, constructed, and attacked due to the rapid technological advancements,” Kalos remarked.
“Historically, automating the process from discovery to remediation was nearly unattainable. Presently, it remains intricate, necessitating extensive research and development. Yet, we foresee a future that encapsulates an end-to-end solution.”
Escape distinguishes itself from rivals, such as Crossbow and Terra Security, through its singular approach that integrates vulnerability discovery, testing, and remediation into a seamless workflow.
However, Kalos identifies the foremost challenge as fundamentally human: trust. He described the security sector as “rather conservative,” where establishing trust among teams remains arduous.
“Possessing the superior product or solution is insufficient. Cultivating trust and engaging with potential customers is vital for establishing lasting relationships,” he emphasized.
This dynamic transcends the conventional vendor-client rapport; vendors must act as partners, nurturing the relationship over time, he added.
This aspect resonated with Balderton, which facilitated the funding round. “We are profoundly impressed by Escape’s swift ascent to being a trusted platform for sophisticated entities globally,” noted Suranga Chandratillake, a partner at the firm.
“The era of sporadic, manual pen-testing procedures is definitively behind us,” he remarked.
Building an International Company
Chandratillake, a former founder with notable achievements in Silicon Valley, provides invaluable transatlantic insights that are advantageous for a startup straddling both continents.
“We recognize that diversity of mindset, expertise, and opinions on the cap table and among Escape’s advisors is crucial,” added Kalos, referencing the firm’s additional new investor, Uncorrelated Ventures, along with existing backers IRIS and Y Combinator.
This diversity is further reflected in Escape’s 32-member team, which comprises 30% women and represents over 12 nationalities. Kalos himself embodies this multicultural ethos, being a French native who has lived in New York, Spain, and South America.
The Series A funding, which elevates the company’s total capital to $23 million, aims to double the workforce within the forthcoming year and enhance core technologies and products tailored to meet the needs of large enterprises.
Echoing the trust theme, Escape remains committed to fostering “partner-style” relationships that security teams rightfully expect.
Source link: Techfundingnews.com.
