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Embedded systems · Agentic workflows · Machine learning

Automation, AI, and engineering solutions for complex products.

Lavaflows develops embedded systems and robotic validation solutions, integrates agentic workflows into enterprise environments, and builds custom machine learning systems for complex products.

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EmbeddedDevelopment, integration, robotics, and validation
AgenticEnterprise workflows with controlled AI assistance
Machine LearningComputer vision, custom models, and edge inference

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Engineering services and work in practice.

Explore our engineering services, product development work, technical articles, and examples of the problems we solve.

Services Embedded engineering, agentic enterprise integration, and custom machine learning. See what Lavaflows can do → Projects Products, OSS, experiments and platform work. Open the project hub → Engineering notes Technical posts, tips, workflows and field notes. Read the notes → Case studies Short proof-of-work stories and scenarios. View case studies →

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BlogRobotic Validation Is a Closed-Loop Evidence System BlogChoosing the Right Embedded Validation Layer: SIL, HIL, Bench, Vision, or Robot? Case studyRobotic Endurance Rig for Physical HMI Validation

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Tell us what you are building, where the process is failing, or what needs to be automated. We will help define a practical next step.

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