Security monitoring for retail refrigeration controller fleets
Agentless monitoring and attack detection for supermarket refrigeration controllers (Danfoss AK/CC, Carel) so chains catch defrost-attack style intrusions before food spoils.
Venture ideas
Bigger ideas that need funding, a large market and a longer build.
Self-hosted legal LLM for privileged matters
On-prem, open-weight legal LLM with jurisdiction adapters and citation verification for firms that can't send privileged files to US or Chinese clouds.
Continuous escape testing for agent sandboxes
A test harness and CVE-watch service that continuously probes sandbox libraries (mxc, bubblewrap, gVisor) for escapes and misconfigurations before agent-tool vendors ship them.
Unified permission and audit layer for agent SaaS access
One control plane mapping an agent's identity to least-privilege scopes and full audit across Jira, GitHub, Slack and other SaaS, closing the OS-to-app permission gap.