
Differential privacy
Your data goes in wrapped in calibrated noise. Answers come back sharp. The model sees enough to help you — never enough to identify you, profile you, or reconstruct who you are from the patterns in your prompts.
Machine unlearning
The first commercial AI that can actually forget you. New methods erase your data directly from model weights — no retraining required, and not possible with conventional AI. Even the biggest AI companies can promise not to use your data, but their architecture makes true forgetting impossible. Ours doesn't.

Machine unlearning
Illustration showing how from a single scan, AI builds and expands an exposure profile to then act and execute tasks autonomously.
Each node represents a new source of information that will be used to monitor, find and act from.
Output to user
Target Market
AI-Powered Cybersecurity (2026)
Serviceable Market
Data Protection & Privacy (2026
Total Addressable Market
Global Privacy & Cybersecurity (2026)
CAGR through 2032
Regulatory pressure (GDPR expansions, U.S. state laws) and consumer awareness driving accelerated growth.
Annual cybercrime damages (2026)
Growing at ~2.5% annually, projected to reach $12.2T by 2031. Organizations investing heavily in proactive defence.
AI security CAGR
94% of executives see AI as top 2026 security driver. ML now essential for threat detection.

Doctor in AI and physics, from the academic lineage of Stephen Hawking - his research contributions span from string theory & quantum information to deep learning and security, with cross-disciplinary outputs in computational physics, cancer medicine, and classified defense research. 12 years of entrepreneurial experience building and scaling ventures alongside his studies.
Built and ran a marketing agency for years, honing a data-driven approach to growth. Managed seven-figure budgets in performance marketing, scaling global ad ROI. A former molecular biologist turned full-stack developer and performance marketer — blending scientific rigor, technical depth, and commercial instinct.

Former CTO of Dua.com, where he scaled the platform from early stage to 1.6 million users with fast shipping & 99.9%+ uptime — building the backend architecture that powered rapid, sustainable growth. Self-taught full-stack developer by age 10.

23 years of B2B sales leadership, scaling multiple teams and companies with worldwide reach. Most recently took Weply from $0 to $10M ARR, building the commercial engine from the ground up.


