Empirical Security raises $12M to build custom AI models for enterprise cyber defense

Cybersecurity startup Empirical Security Inc. announced today that it has raised $12 million in new funding to develop and deploy custom artificial intelligence cybersecurity models tailored to each organization’s unique infrastructure and threat landscape.

Founded earlier this year, Empirical Security aims to help organizations in defending against threats through custom-built AI models. The company pitches itself as moving away from the traditional one-size-fits-all approach to threat detection by building tailored solutions for each customer environment.

Empirical’s platform offers dual-model architecture that combines the power of global threat intelligence with localized, organization-specific insights. The models are trained on about 2 million daily exploitation events sourced from internet-scale datasets, while local models are fine-tuned using customer-provided and curated internal data. That, the company claims, delivers highly accurate threat prioritization based on the specific context of the organization.

The approach is designed to allow cybersecurity teams to make faster, evidence-based decisions, backed by predictive models that highlight the most critical vulnerabilities. The idea is that instead of relying on generic risk scores that may not reflect the actual danger to a specific business, the company’s local models provide actionable intelligence customized to a given company’s operational environment.

Empirical also emphasizes explainability and decision support as key elements of its platform. The platform gives security leaders the ability to justify their strategies with data by integrating risk-based analysis with measurable prediction outputs. The transparency is especially valuable in boardroom discussions, compliance reporting and budgeting, where clear articulation of cybersecurity priorities is essential.

“Today’s cyberattacks are custom-built using AI and your own infrastructure against you,” said co-founder and Chief Executive Michael Roytman. “Defending with generic, one-size-fits-all models is a start, but only custom, localized models — trained on your data and environment — can close that gap.”

Costanoa Ventures led the seed round, with participation from DNX Ventures, Sixty Degree Capital, HPA Holdings and a number of individual investors.

Image: SiliconANGLE/Reve

Enjoy the perfect blend of retro charm and modern convenience with the Udreamer Vinyl Record Player. With 9,041 ratings, a 4.3/5-star average, and 400+ units sold in the past month, this player is a fan favorite, available now for just $39.99.

The record player features built-in stereo speakers that deliver retro-style sound while also offering modern functionality. Pair it with your phone via Bluetooth to wirelessly listen to your favorite tracks. Udreamer also provides 24-hour one-on-one service for customer support, ensuring your satisfaction.

Don’t miss out—get yours today for only $39.99 at Amazon!

Help Power Techcratic’s Future – Scan To Support

If Techcratic’s content and insights have helped you, consider giving back by supporting the platform with crypto. Every contribution makes a difference, whether it’s for high-quality content, server maintenance, or future updates. Techcratic is constantly evolving, and your support helps drive that progress.

As a solo operator who wears all the hats, creating content, managing the tech, and running the site, your support allows me to stay focused on delivering valuable resources. Your support keeps everything running smoothly and enables me to continue creating the content you love. I’m deeply grateful for your support, it truly means the world to me! Thank you!