I’ve seen firsthand the growing challenges security teams face in keeping up with the relentless pace of modern software development. Security vulnerabilities are evolving, compliance requirements are tightening, and teams struggle to balance speed with security.
Traditional security methods rely on a slow, reactive cycle of testing, fixing, and managing vulnerabilities, often causing unnecessary back-and-forth between development and security teams. Issues are identified late in the process, leading to delays, friction, and an ever-growing backlog of vulnerabilities that security teams struggle to manage.
We built Aptori to change that—integrating security directly into the development process with AI-driven testing and automated remediation, enabling teams to proactively secure applications without disrupting their workflows.
I’m thrilled to announce that Aptori’s AI Security Engineer is now available on Google Cloud Marketplace. Now, global enterprises can easily integrate an enterprise-grade AI-powered security solution into their workflows.
Aptori AI-Driven AppSec on Google Cloud Marketplace
Aptori is built for enterprise scale and is trusted by tens of thousands of developers to secure their applications without disrupting workflows. Now available through Google Cloud, it runs entirely within your VPC, ensuring your code and data remain fully protected. With no external data transfer or third-party access, enterprises get the power of AI-driven security while maintaining complete control over their environment.
The Aptori Agentic AI solution acts as a proactive teammate, working alongside developers and security teams to detect security weaknesses, assess risk, and implement fixes in real-time. As a key part of Aptori’s AI-Driven AppSec Platform, the AI Security Engineer delivers deep semantic understanding of code and applications, enabling faster, more secure development.
Transforming Security with Google Cloud & Gemini Models
Aptori participated in the inaugural Google for Startups Accelerator: AI-First program. This program was a major milestone for Aptori, enabling us to integrate Google Cloud’s Gemini models with our semantic reasoning technology.
This integration enables precise code fixes, drastically reducing remediation time and improving security accuracy.
"Through this accelerator, our goal is to support promising companies with the best of Google’s people, products, and programs," said Matt Ridenour, Head of Startup Ecosystem, USA at Google. "We’re enabling the selected companies to leverage Google’s most advanced AI technologies—and in the case of Aptori, to empower security teams with AI to improve code fixes and remediation outcomes at scale."
Security Without the Complexity: AI-Powered Protection at Scale
Today, security teams face an overwhelming volume of vulnerabilities, false positives, and manual remediation tasks. Traditional tools fail to provide the speed, accuracy, and context to manage risk effectively.
We built Aptori’s AI Security Engineer to address this gap, ushering in a new era of proactive, autonomous security.
✅ Automated Vulnerability Detection – Goes beyond rules based static analysis to understand actual application logic and API behaviors, identifying business logic flaws, misconfigurations, and runtime security risks that conventional scanners miss.
✅ Automated Risk Remediation – Unlike traditional security tools that simply report vulnerabilities, Aptori’s AI Agents seamlessly integrate into your SDLC to continuously detect, triage, and remediate vulnerabilities with AI-driven code fixes—reducing manual effort and accelerating resolution.
✅ Continuous Compliance – Seamlessly integrates into CI/CD pipelines, automating compliance with standards such as SOC 2, PCI DSS, HIPAA, HITRUST, NIS2, and ISO security framework —so sensitive data stays protected, and you're always audit ready..
Why CISOs Should Care: Security That Enables Business Growth
CISOs are constantly pressured to reduce risk, enforce compliance, and enable faster software releases without increasing resources.
How Aptori Helps CISOs Achieve These Goals:
▪ Reduce Risk Exposure: AI-powered detection eliminates blind spots by identifying vulnerabilities before they are exploited.
▪ Accelerate Secure Development: Automated fixes minimize remediation delays, reducing developer friction and accelerating software delivery.
▪ Improve Compliance at Scale: Continuous security testing ensures compliance with SOC 2, PCI DSS, NIS2, HIPAA, and other standards—without last-minute security bottlenecks.
▪ Maximize Security Team Productivity: AI-driven contextual risk prioritization enables security teams to focus on high-impact threats instead of chasing false positives.
Empowering Security Teams for the Future
Today, security leaders are expected to enforce compliance, protect sensitive data, and manage evolving risks while keeping up with the breakneck pace of modern software development.
But the threat landscape continues to evolve and traditional security approaches can’t keep up. With Aptori on Google Cloud Marketplace, organizations can access AI-powered security instantly, ensuring vulnerabilities are detected and remediated in real time rather than becoming last-minute bottlenecks.
As I’ve spoken with CISOs and security teams, one thing is clear: proactive security is no longer optional—it’s a competitive advantage. By shifting left and integrating AI-driven security early in the development process, enterprises can build securely from the start—protecting innovation at scale without slowing down releases, adding compliance headaches, or sacrificing agility.
Get Started with Aptori on Google Cloud Marketplace
I’m incredibly excited about this milestone for Aptori—and, more importantly, for our customers.
Securing applications is as easy as a few clicks on Google Cloud Marketplace.
🔗 Explore Aptori on Google Cloud Marketplace today.
.svg){kind=small}
.svg){kind=small}
