Singularly, S.L.

As artificial intelligence agents become more capable and more deeply embedded in enterprise workflows, the security risks they introduce are evolving faster than most organisations can track. The threat surface of an AI agent is fundamentally different from that of a traditional software application: an agent can be manipulated through its natural language inputs via prompt injection attacks, can generate outputs that are factually wrong or harmful through hallucination, and can inadvertently expose sensitive data through its conversational interactions in ways that conventional security controls — firewalls, access management, endpoint protection — are not designed to detect or prevent. Singularly, operating under the NeuralTrust brand, has built an enterprise-grade AI security platform designed specifically to address these risks. The company describes its solutions as native AI security — meaning they are engineered from the ground up for the AI threat landscape rather than adapted from cybersecurity approaches developed for conventional software systems. This distinction matters in practice: bolt-on security that was designed for traditional applications fails to account for the specific mechanisms through which AI agents are compromised and the specific ways in which they cause harm when they behave outside intended parameters. The platform addresses AI agent security continuously, providing validation and monitoring capabilities that operate at the pace of live AI deployments. This is particularly important given the speed at which AI systems are being updated, fine-tuned, and extended with new capabilities — a point-in-time security assessment is inadequate in an environment where the system being assessed changes continuously. NeuralTrust monitors agent behaviour in production, detects anomalous patterns that suggest manipulation or data leakage, and provides the audit trail that enterprise risk and compliance functions require when AI agents are operating in regulated or sensitive contexts. The company's approach covers the full range of enterprise AI deployment environments — cloud-native applications, agentic workflows, API-exposed AI services — and its protections extend to safeguarding against the specific risks that each environment presents. Deployment of AI-driven decoys in attack-surface areas enables earlier detection of adversarial probing before actual exploitation occurs. NeuralTrust has earned notable recognition for the seriousness of its approach, holding a formal partnership with the European Union as the only AI agent security company officially backed by EU institutions. In a regulatory environment where AI governance and security are receiving intense policy attention, this institutional endorsement positions the company as both a technology provider and a standard-setter. Growth is built on partnerships and ecosystem development, with Singularly working to embed its security layer into the AI deployment infrastructure that enterprises across sectors are building at scale.