Enterprise agents, data, and RL environments
Structured expert workflows for teams building agents that need to operate across complex business processes, internal tools, and high-stakes operational decisions.
Industrial work environments for frontier AI
Where expert work becomes agent intelligence.
Vexelt turns skilled technical workflows into structured environments for training, evaluating, and improving AI systems.
Environments
AI agents need work surfaces, not just prompts.
The next generation of industrial AI will learn from environments where skilled people apply judgment, operate real tools, and create outcomes that can be measured.
Two Tracks
One platform for enterprise environments and CAD-native intelligence.
CAD agents, data, and RL environments
Industrial design and engineering environments for agents that need spatial reasoning, technical judgment, and measurable work outcomes.
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Expert work
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Controlled environment
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Measurable outcome
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Learning signal
Expert Work
Human expertise, structured for machine learning.
Vexelt coordinates skilled contributors through guided work, review, support, and compensation. The platform is designed around repeatable assignments, reliable outcomes, and high-integrity operational data.
Learning Signal
Built for difficult domains where correctness matters.
We focus on environments that reward care, precision, and domain judgment. Each workflow is designed to produce useful signals for AI systems that need to act in the real world.
Private pilots opening soon