Enigma Networks Fights AI-Driven Cyber Threats with Advanced Software

The Rise of AI-Driven Cybercrime and the New Defense Strategy

In today’s digital landscape, cyber threats have evolved dramatically. According to Bob Moul, a seasoned entrepreneur who has founded and sold multiple software companies in the Philadelphia area, the days of hackers breaking into systems through traditional methods are over. “Bad guys don’t hack anymore. They log right in,” he explains. This shift marks a new era in cybersecurity, where artificial intelligence (AI) is both a tool for defense and a weapon for attackers.

AI-powered software is now capable of rapidly analyzing vast amounts of data, images, and videos, improving its performance with every query. While this technology is being used by governments, corporations, and researchers to enhance efficiency and innovation, it is also being exploited by cybercriminals to evade detection and access high-value assets more effectively. Moul highlights that traditional security measures—once referred to as “moats and castles”—are no longer sufficient. These outdated methods, along with simpler security programs known as “agents,” are increasingly ineffective against modern threats, especially in environments like factory floors where legacy systems coexist with newer technologies.

Barry Porozni, chief technology officer at OceanFirst Bank’s Spring Garden Capital Group, adds that AI-driven attackers operate more stealthily. Instead of launching quick, high-profile attacks on well-defended central systems, they move quietly through a company’s network, targeting areas where they are least likely to be caught. This subtle approach makes it harder for organizations to detect and respond to breaches in a timely manner.

Moul sees this evolving threat landscape as an opportunity. He has been working on an 18-month “stealth project” since selling his previous startup, Circonus, to Sweden-based Apica last year. The result is Enigma Networks, a cybersecurity software developer based in Exton, Chester County. Moul partnered with Mark Viglione, a former cybersecurity engineer at QVC and Vertex, to create a new solution focused on internal network security.

Enigma Networks offers what the founders call “zero-trust for internal networks” or ZTNX. This innovative architecture is part of a broader trend toward zero-trust security models, which gained momentum after the 2017 Equifax breach, where millions of Americans’ credit card details were stolen. The federal government later mandated stronger internal network security measures, leading to increased demand for solutions like ZTNX.

Unlike traditional security systems that rely on agents installed on individual devices, Enigma uses a sensor-based approach. These sensors deploy across a network, capturing a mirrored copy of traffic without needing to install software on each device. This agent-less model allows for faster deployment and more comprehensive monitoring.

According to David Wallace, chief technology officer at YPrime, a private equity-based software company, Enigma’s platform provides a clear view of a company’s entire network. “It’s like flipping on the floodlights, so you can see everything that was hidden, see where traffic is flowing,” he said. This level of visibility helps organizations identify vulnerabilities and track unusual activity more effectively.

One concern about such a system is whether it could create a network blueprint that might be stolen by cybercriminals. Moul addresses this by explaining that the sensors do not communicate back to the network. Instead, the data is sent to Enigma’s platform hosted on Google Cloud. The AI then learns the environment, applies rule sets to segment the network, and identifies patterns that help detect breaches faster while reducing false alerts.

Enigma’s initial focus is on industries that handle sensitive data, such as insurance, finance, healthcare, and manufacturing—especially those producing medical equipment. The company is currently running pilot tests and plans to expand its user base in the coming months.

Investors in Enigma include Philadelphia-based Osage Partners, which has supported over 70 companies since the late 2000s, and United Effects Ventures, a newly formed investment firm led by Borzou “Bo” Motlagh and Frank Shultz. Both emphasize the need for new tools to defend against AI-enabled threats.

Moul, a well-known figure in the Philadelphia tech scene, has built a career in software entrepreneurship. He founded or helped lead several successful ventures, including Cloudamize, Artisan Mobile, Boomi, and SCT. His journey began in the 1970s when he taught himself BASIC programming on a Radio Shack TRS-80 computer. Moul has hinted that Enigma may be his final startup.