Shifting left means integrating security measures early in the software development cycle. 
This approach not only identifies vulnerabilities sooner but also exponentially increases efficiency allowing us to build a robust security solution that evolves with your business needs.
By acting early, we can create a layered defense —from initial design to deployment—that compounds over time,  effectively reducing the time and resources needed to address issues later.

Besides their complexity and sometimes opaque functioning, AI technologies often interact directly with users and large datasets which makes them susceptible to manipulation and exploitation.
Hackers can exploit weaknesses through adversarial inputs or by manipulating the underlying data.
With the rapid adoption of this technology, new attack vectors have been sorely neglected and pose a significant risk to businesses who are yet to enhance their security posture.

By applying security measures throughout the development process—a strategy aligned with shifting left—we make models tamper-resistant and ensure that they’re properly trained.
Our holistic approach ensures that your AI solutions are robust, aligned with your objectives, and adhere to all necessary regulations –  this includes aligning them with compliance standards and ethical guidelines to help prevent issues like bias or misuse.

We start by focusing on the most impactful vulnerabilities—the critical 20% that could cause 80% of potential issues, keeping your team engaged and responsive.
Then, by providing a thoroughly curated and prioritized list of actionable vulnerabilities, we minimize false positives and security fatigue further ensuring we can maintain high levels of vigilance.