CSI is the complete Cybersecurity AI suite. Not a scaffold, not a model, not an agent — all of them. Six tightly integrated layers (LLMs, scaffolds, datasets, agents, steering and benchmarks) shipped as one product, designed to run on-prem.
From the first byte of training data to the last shell command an agent executes, CSI is what runs the whole pipeline.
CSI is not just our scaffold combiner. CSI is the entire Cybersecurity AI stack: every layer designed to reinforce the next, all shipped under one licence and one routing proxy.
Cybersecurity-specialized models — alias3, alias2, alias2-mini. World's best on Cybench.
CSI scaffold combiner over Claude Code, Codex, Mistral, CAI & GCAI — with a unified routing proxy.
18.07 TB of expert security trajectories from 123 countries. EIC-co-funded sovereign corpus.
15+ specialized cybersecurity agents — defender, red team, APT, forensics, robot defender, custom.
Activation steering & abliteration — refusals from 59% to 1% on offensive tasks.
11× faster, 156× cheaper than humans — the dashboard of progress. Every layer of CSI measured continuously.
Every layer of CSI builds on the one below it — from open research at the foundation, up to the agents that operate in the field.
CLI agents powering CSI
All prices exclude VAT. Annual contracts available with volume discounts.
assuming good usage, as per the license terms.
Identify true attack paths, external exposure and hidden adversarial opportunities across systems, environments and interconnected digital assets.
Deploy agents that challenge systems, reproduce attacker behavior, and confirm whether protections hold under realistic adversarial conditions.
Embed security reasoning into engineering pipelines to continuously analyze code, logic, and runtime behavior before vulnerabilities propagate.
Continuously collect, validate and organize security evidence aligned with regulatory requirements, internal controls and operational assurance needs.
Simulate attacks against people, applications, APIs, devices and cyber-physical systems to uncover risk beyond traditional infrastructure boundaries.
Three results that summarise where CSI stands today — against humans, against frontier models, against the world's best CTF teams.
Source: CAI paper
Holding the model fixed at alias2-mini, no single scaffold dominates Cybench. Combining heterogeneous scaffolds under CSI's Blackboard protocol beats every individual scaffold.
Source: Mayoral-Vilches et al. (2026). Towards Cybersecurity SuperIntelligence (CSI): What's the best harness for cybersecurity? arXiv:2605.28334 · Cybench 33 challenges, pass@1.
2025 saw Cybersecurity AI compete head-to-head against the best human teams on real, public CTFs.
CSI's capabilities are grounded in open research publications. Explore the science behind the platform.