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Turn AI ambition into secure operations

Lily Waldorf Nov 10, 2025

5 mins read

If you attended AWS re:Invent last year, it probably felt like there was an AI solution for everything. Models, copilots, agents; by the end, someone had to pitch an AI solution to summarize all of the other AI solutions.

This year, it may still feel like the AI announcements multiply faster than the models themselves. Under all of the hype, one message still resonates: AI innovation only works when it’s built on a secure foundation.

AI adoption has outpaced AI assurance

Teams are moving fast with LLMs, agents, and copilots while visibility, control, and governance are still catching up. The conversation has shifted from what AI can do to how we secure and trust it at scale.

Coralogix built our AI Center on the understanding that securing AI is just as critical as deploying it. One platform unifies security, observability, evaluation, and posture management in all AI applications. It continuously evaluates prompts and responses, detects risks like data leakage and prompt injection in real time, and provides an AI Security Posture Management (AI-SPM) dashboard that tracks overall AI health, security and readiness across your environment.

Coralogix is coming to re:Invent 2025 with a real, operational path to securing AI at scale. While the conference explores how enterprises can make AI security practical, Coralogix is one step ahead, helping teams turn that vision into action.

The next evolution of enterprise security

AI adoption doesn’t change the fundamentals of security. Principles like visibility, least privilege, data protection, and continuous monitoring are just as relevant as ever. The challenge isn’t redefining what to protect, but how to keep up with the dynamic nature of AI.

AI models and agents don’t operate on static logic, but rather learn, adapt, and make decisions across various interconnected systems. Data flows are harder to trace, identities are more fluid, and model behavior often operates like a black box, obscuring how and why decisions are made. Traditional controls like access policies or manual reviews can’t keep up.

The enterprises that succeed won’t reinvent security; they’ll extend it, applying the same principles that secured their clouds and applications to this new, faster surface.

What AI security looks like and how Coralogix delivers it

Securing AI starts with knowing what’s running, what those applications are doing, and whether they are behaving as expected. Complete assurance may never be fully possible with autonomous systems, but traceability can close some of the gap. Organizations can build the accountability they need to by tracing decisions back to their source and confirming they follow policy, compliance, and business intent.

The AI Center offers a clear path forward. Coralogix brings together observability, evaluation, and posture management to give teams live oversight of every model, agent, and workflow.

Coralogix brings this to life through three core capabilities:

AI evaluation engine: The AI center approaches AI security differently, focusing on the dynamic behavior of models and agents rather than static system controls. Every prompt, response, and tool call is analyzed in real time for accuracy, compliance, and security. The engine uses more than 90 built-in evaluators, like prompt injection, PII exposure, data leakage, and hallucinations to monitor AI behavior across all agents and models. Teams can also define custom evaluators to enforce organization-specific policies and quality standards, ensuring every AI output aligns with business intent.

Security guardrails: Guardrails automatically detect and block high-risk activity like unauthorized data access, malicious inputs, or deviation from expected workflows while allowing legitimate operations to continue uninterrupted. Choose from built-in protections such as prompt injection defense, data leak prevention, and SQL enforcement, or create your own custom rules. Test safely in an interactive sandbox, then deploy with confidence with instant alerts and full visibility into every violation.

AI security posture management (AI-SPM): Observe all AI applications and agents in a unified AI security dashboard that aggregates insights from evaluations, alerts, and agent telemetry into a measurable posture score. Security leaders can visualize risk trends, compliance readiness, exposure levels, and patterns of costly or risky behavior across every model and environment. Real-time posture scoring helps teams benchmark progress, detect cost-harvesting attempts, identify high-risk users, prioritize mitigation efforts, and maintain continuous AI assurance at scale.

These capabilities define what strong AI security looks like in practice: continuous, measurable, transparent, and built directly into operations rather than bolted on after deployment.

Innovation without compromise

As enterprises race to deploy LLMs, copilots, and autonomous agents, Coralogix is helping them do it responsibly.

Our AI Center gives organizations the confidence to innovate without compromise by unifying observability, evaluation, and posture management. We’re bridging the gap between speed and assurance, helping teams move fast to get their agents to production, while maintaining the trust and transparency their users and regulators demand.