First Recon AI Launches Security Runtime to Govern Enterprise AI Usage

First Recon AI has announced the public launch and general availability of its AI Security Runtime platform, a new security solution designed to govern and secure how enterprises utilize artificial intelligence across their organizations. The platform inspects every AI interaction, whether human-to-model, agent-to-tool, or agent-to-agent. It enforces policies inline before data reaches AI models and meticulously records every decision as audit-ready evidence, empowering organizations to adopt AI rapidly while maintaining robust governance and security.

Enterprises are increasingly deploying AI across various functions, from employee assistants and code generation to autonomous agents operating at machine speed. This widespread adoption, however, introduces significant risks as sensitive data flows through these systems. The proliferation of "shadow AI" tools often outpaces the ability of security teams to detect and approve them, leading to a lack of visibility, control, and budget oversight. Traditional security tools, built for files, email, and networks, are ill-equipped to understand AI prompts, judge interaction intent, or intervene before data is processed by a model, creating a critical gap in enterprise security.

First Recon's AI Security Runtime aims to close this gap with a purpose-built solution for the AI era. It operates across all AI interactions, providing four key functions: observation of activity across applications, gateways, APIs, agents, tools, and endpoints; real-time detection of sensitive data, threats, and policy violations; inline enforcement of decisions (allowing, redacting, holding, or blocking) before data reaches a model; and the tracing of every decision as sealed, metadata-only evidence for SIEM pipelines and compliance reporting against frameworks like NIST, GDPR, and the EU AI Act.

At the heart of the platform is its proprietary Semantic Security Engine. This engine interprets the meaning, intent, and context of every interaction, moving beyond simple pattern matching. It leverages a Security Context Graph that links interactions, identities, and data sources, continuously improving detection accuracy over time. Unlike single-point solutions that might only monitor traffic at a gateway, First Recon's runtime offers a comprehensive approach, integrating semantic data security, shadow AI discovery, agent security, and cost controls under a unified policy surface.

"Enterprises are not short on AI ambition; they are short on control they can prove," stated Kentaro Kawamori, CEO of First Recon AI. "Security teams have been asked to govern AI with tools that cannot read an AI conversation, judge intent, or stop an agent before it acts. We built the AI Security Runtime so companies can put AI to work aggressively, stay in control, and meet the compliance requirements now forming around AI with evidence instead of assurances."

The AI Security Runtime is available in two deployment models. The First Recon AI endpoint agent is designed for organizations requiring the highest level of control, governing AI use on macOS and Windows devices, including unsanctioned tools, and preventing sensitive data exfiltration. Additionally, the First Recon AI application serves as a secure AI workspace for chat, agents, and company knowledge, accessible via browser or desktop, offering a governed alternative to unauthorized AI tools.

These offerings provide end-to-end coverage from the device to the AI model, with a single policy surface that spans all major AI providers, including OpenAI, Anthropic, Google, and Meta. This approach grants employees the flexibility to leverage AI while ensuring enterprises maintain necessary control and governance.

First Recon AI also announced its partnership with Conscia Group, a pan-European leader in cybersecurity and managed IT services. "Our customers run mission-critical infrastructure across Europe and around the world, and they don’t just need AI security – they need AI control they can prove to a regulator," said Henrik Møll, CTO of Conscia Denmark. "First Recon not only governs the AI interaction itself with a novel approach but also produces the audit trail that customers require."