Cybersecurity · active defense
Cybertrap
An active-defense layer for the security operations centre. Real-time detection, deception and containment of network intruders — integrated with Splunk and Microsoft Defender.
Two things, twelve years. We consult with companies on how to integrate AI into their operations — and we build the open-source and enterprise software we wish existed while doing it.
We work alongside your team — from discovery through production.
Workshops, stakeholder mapping, technical feasibility, ROI modelling.
Custom model development — vision, LLM, forecasting. Evaluation-first.
MLOps, deployment, monitoring, failover. On-prem or eu-central-1.
Embedded engineering, long-term partnerships, knowledge transfer.
AI without the marketing Austrian Staatspreis Consulting 2022, a sub auspiciis PhD in AI, and one of the first AI-assisted lectures in Austria — backed by four shipped patents and production deployments running since 2013.
Recent examples we can share publicly:
An active-defense layer for the security operations centre. Real-time detection, deception and containment of network intruders — integrated with Splunk and Microsoft Defender.
An in-house bds421 neural network. First shipped as a camera system on a waste-collection truck; then scaled to a sorting-plant conveyor where robot arms pull PET from general waste.
Austrian conglomerate spanning retail, industry, and print & publishing. Their first production AI — targeting retail and logistics operations.
The ρ (rho) family is open-source and lives on GitHub. The σ (sigma) family is the enterprise line — full systems, supported, deployed on-prem or in eu-central-1.
Inspired by the pi/llm adapter — reimplemented in Go, production-grade, Apache-2.0. The building blocks we use on every consulting project.
Full systems for regulated and mission-critical environments. Deployed on-prem or in eu-central-1. Supported by the team that built them.
Different domains, same engineering. Vision, LLM, forecasting, active defense — applied wherever the problem surfaces. One team, many roles: PhDs, engineers, software architects, UI/UX experts, programmers, art directors.
Austria's national prize for outstanding, export-capable consulting — awarded annually by the Bundesministerium für Arbeit und Wirtschaft together with the WKÖ Fachverband UBIT. Presented at the 20th IT- und Beratertag, Hofburg Vienna, September 2022.