M.A.V.E.N. — Multi-Agent Virtual Execution Network. A local-first control plane for a whole fleet of AI agents and models, in one console. Private.
X-Forge-Factory — operator console for Magnific across REST and MCP, with a job engine that reserves credits before it spends them, charges once, and gates large estimates behind a human.
EREBROS — Multi-Agent Control Plane. Cloud and local models, CLI agents and provider aggregators behind one interface; everything runs on your machine. Private.
- Marine electrical & DP systems (DP2/DP3)
- DP FMEA / cyber resilience (IACS UR E26/E27)
- Applied AI for regulated maritime work — local-first, RAG, knowledge graphs
- Maritime e-learning — CBT, VR/AR
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