At RSA Conference 2026, Tufin is introducing its first collection of TufinAI security agents.
This launch reflects a real shift in how networks operate and how security teams have to defend them. As AI becomes embedded across applications, infrastructure, and operations, networks are changing faster, becoming more dynamic, and operating with less direct human oversight.
At the same time, attackers are moving faster with AI too. They can find exposure more quickly, map paths more efficiently, and exploit drift more aggressively.
That creates a simple problem for security teams: manual security processes were built for a slower world. They do not scale when change happens at machine speed.
Why these agents matter now
Our agents are designed to take on meaningful network security work that still consumes too much expert time today.
They help teams continuously validate posture, prioritize real exposure, support compliant application rollout, and clean up unnecessary access. That reduces the manual review cycles, ticket backlogs, and fragmented investigations that slow teams down.
The goal is not to replace security expertise. It is to give scarce security talent room to focus where human judgment matters most: higher-order risk, critical decisions, and defending the business against faster-moving threats.
Why vendor-agnostic AI matters in the real enterprise
Enterprise networks are not single-vendor environments. They span firewalls, cloud, routers and switches, SASE, microsegmentation, on-premises infrastructure, and hybrid architectures.
That is why vendor-agnostic AI matters.
AI inside a single product can help manage that product. But it cannot show security teams how exposure moves across the broader environment, what is actually reachable across domains, or how risk travels through the full network.
Tufin’s agents are built to operate across the real enterprise. They reason across a multi-vendor environment instead of staying trapped inside one product silo.
Four agents built for real security work
Compliance Agent
The Compliance Agent continuously validates network segmentation and access against compliance requirements and flags violations quickly.
Instead of relying on periodic manual checks, teams can continuously see where policy and reality drift apart. That helps reduce audit friction, shorten investigation time, and make compliance a more operational, ongoing discipline.
Network Security Posture Agent
The Network Security Posture Agent prioritizes security issues based on real connectivity exposure, attack paths, and critical assets.
That matters because not every issue represents the same level of risk. This agent helps teams focus on what is actually reachable and materially exposed, so they spend less time chasing noisy findings and more time reducing real risk.
Application Deployment Agent
The Application Deployment Agent validates application connectivity requirements against policy and helps deploy compliant network access.
This helps reduce the back-and-forth that often slows application rollout. Security and infrastructure teams can move faster without sacrificing control, because required access is checked against policy before risky exceptions become operational problems.
Policy Recertification Agent
The Policy Recertification Agent maps rules to owners, requests approval, and helps eliminate unnecessary access.
Policy recertification is critical work, but it is often slow, manual, and easy to postpone. This agent helps turn that process into a more structured workflow, reducing stale rules and over-permissive access before they become security liabilities.
What makes these agents possible: the Dynamic Network Connectivity Graph
These agents are only possible because they are built on Tufin’s Dynamic Network Connectivity Graph.
This graph is the most accurate and comprehensive digital twin of a multi-vendor, multi-technology network. It models how enterprise connectivity actually works across policies, paths, access controls, segmentation logic, and security intent.
In practical terms, it helps answer the questions security teams need answered continuously: who can talk to whom, what is actually reachable, where exposure exists, and whether the network still aligns with policy and intent.
That is what makes it so valuable. Without this level of connectivity context, teams are forced to work from assumptions, snapshots, and fragmented data. They waste time on issues that are not truly exposed and miss the risks that matter most.
It is also what makes this foundation highly defensible. This is not something that can be recreated by adding an LLM to a point product or connecting AI to raw network data. Tufin’s graph is built on decades of multi-vendor, multi-technology network data and models. It reflects years of hard-won network understanding that cannot be copied quickly or approximated credibly.
Why proven playbooks matter just as much as AI
AI without guardrails is not enough.
In an agentic environment, changes can be initiated and influenced at a speed that makes manual review impossible. Without proven network playbooks, agents can make changes without understanding downstream consequences. That can disrupt applications, create outages, expose assets, or introduce broad operational risk.
Tufin’s proven network playbooks provide the safe operating environment for governed action. They give humans and agents predictable workflows, controlled execution, and a trusted bridge from visibility to action.
That is how AI becomes practical for enterprise network security teams: not just intelligent, but governed.
See Tufin at RSAC — and see what comes next
If you are attending RSA Conference 2026, visit Tufin at Booth #4528 in the North Hall to see these new agents in action.
You can also join Erez Tadmor, Tufin’s Field CTO, on Wednesday, March 25, 2026, at 11:10 a.m. PDT in the South Hall Briefing Center for “Why Network Security Posture Is Foundational to Modern Security.”
This launch is an important milestone, but it is only the beginning. There is much more coming in TufinAI as we continue building the trusted foundation for Multi-Vendor Agentic Network Security.
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