The Agentic Reasoning Engine is Hoxhunt's AI capability that chooses the right phishing simulation for each employee in real time, based on live threat intelligence, the person's skill and role, and your security strategy. Instead of sending everyone the same campaign, it adapts continuously so people train against the attacks that are actually targeting them.
Agentic Reasoning Engine: an always-on phishing training operator
Your people face different threats at different times, with varying levels of experience, confidence, and risk exposure.
But most security training still delivers the same simulation to everyone. It is too static and too slow to match how fast attacks now change, and too generic to be relevant to any one person.
Without context, even good training misses the mark.
Without timely challenges, users skills don’t grow.
And when simulations fail to reflect real threats, people stay exposed to the attacks that actually reach them.
Adaptive training that keeps pace with fast-changing attacks
The Agentic Reasoning Engine delivers real-time phishing simulations based on:
Attackers retooled in weeks rather than years: AI-generated phishing climbed 14× at the close of 2025, from under 5% of detected attacks to 56% in one month (Hoxhunt Phishing Trends Report 2026). Training that re-targets each person against the newest attack type is what keeps pace. AI-generated campaigns now make up roughly half of all reported attacks (Hoxhunt Phishing Trends Report 2026), so the engine continuously re-points training at whatever is hitting your inbox this week.
✔ Live threat intelligence
✔ Employee behavior, skill, and role
✔ Organizational context and training strategy
Rather than running fixed campaigns or static rules, the engine reasons about each person and picks the simulation that fits them right now.
How It Works: Every Simulation, Intelligently Chosen
The Agentic Reasoning Engine continuously analyzes signals to select the most effective simulation for each user.
It takes into account:
- Skill level, reporting behavior, and training history
- Job function, location, and position in the org chart
- Real attacks targeting your industry and landing in your inbox
- Strategic inputs from your security team
Each training moment is chosen to drive learning, reduce risk, and reinforce habits without overloading your team.
Training Mapped to Real-World Threats
At its core is Hoxhunt’s threat intelligence framework, which maps attack techniques and behaviors across millions of signals globally.
Your people train on the attacks happening now, not the ones that mattered last year.
You set the strategy and the engine carries it out
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Security leaders guide the system with strategic guardrails:
- Pause training for key teams
- Focus on emerging or targeted threat types
- Adjust tone and difficulty by audience
You set the intent and the engine carries it out precisely.
This is the scale that adaptive selection makes possible. Copart in the US delivered 963 unique simulation variants across 202,992 completed simulations and doubled its reporting rate from 24% to over 50% (Copart, CSO Award). In Europe, Ramboll has run over 100,000 simulations across 17,000 employees in 35 countries. An engine that chooses the right variant for each person is what makes that kind of variety sustainable without manual campaign building.
Day-One Wins for Security Awareness
✔ Hyper-personalized simulations, delivered at the right time
✔ Training aligned to real-world threat patterns
✔ Continuous learning, no manual setup
✔ Adaptability for teams, regions, or org priorities
No more over-training.
No more guessing.
Just security behavior change that fits your people and your risk.
How to get started with Agentic Reasoning Engine
Learn more about Agentic Reasoning Engine today.
Train your people against the threats they actually face.
For more on adaptive, AI-driven training, see how the Spear Phishing Agent generates attack variants, and compare the best phishing simulation tools for realism and adaptivity.
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