Building the future of network security
We're a team of security practitioners and startup operators who've seen firsthand how legacy detection systems fail. We're building something better.
Our Mission
A new way forward without the noise
Traditional rules-based security systems are failing. Attackers using AI can iterate faster than static defenses can adapt. Security teams are drowning in false positives while real threats slip through.
We're building Bayence to change that — an adaptive anomaly detection platform that learns your network's normal behavior, evolves with emerging threats, and surfaces only the signals that matter.
Hyper-Automation First
We believe security should adapt automatically, not require constant manual tuning.
Signal Over Noise
Focus on the <1% that matters. We eliminate alert fatigue by understanding what's truly anomalous.
Continuous Learning
Our systems get smarter with every packet. What used to be reactive becomes proactive.
Meet the Founders
Deep experience in SaaS, network security, and scaling startups.
Manuel Harnisch
Co-Founder & CEO
GTM, Customer Success, and operating leader with 10+ years of serial B2B SaaS startup experience. Deep expertise in sales, post-sales, support, P&L, finance, operations, and legal.
Daniel Kelly
Co-Founder & CTO
Technologist, cybersecurity practitioner, and engineer with 10+ years network security experience. Deep understanding of ML, AI, cryptography, and networking.
Why Now?
AI is transforming offense. Threat actors are leveraging AI and machine learning to automate and scale attacks in ways we've never seen. Defense must adapt.
Traffic complexity is exploding. IoT devices, cloud infrastructure, and global scale are making traditional monitoring approaches obsolete.
Security teams need better tools. They need speed, accuracy, and explainability — not more alerts to chase.