Turn operational friction into measurable value.
Map how work actually moves, identify the decisions and context that matter, improve the workflow, prove the economic result and leave reusable intelligence behind.
Open the system ↗Compound Pulse develops systems that make useful work more efficient, more repeatable and more measurable — from operational workflows to adaptive AI infrastructure and autonomous execution research.
The operational-intelligence system starts from a business outcome and reconstructs the workflow required to move it. LUMA starts from an accepted AI service and reconstructs the machine state required to deliver it efficiently.
Map how work actually moves, identify the decisions and context that matter, improve the workflow, prove the economic result and leave reusable intelligence behind.
Open the system ↗Translate service, power, cost and capacity boundaries into qualified machine states — then select, apply, verify, retain or roll back as conditions change.
Open LUMA ↗Pulse Brain, adaptive execution, memory/data-movement research and hardware/software co-design sit behind the same rule: deepen the intervention only when measured service and economics justify it.
Autonomous reasoning and execution systems with explicit evidence, abstraction, planning and runtime assurance boundaries.
Measure service, resource, power and system behavior across different compute and memory architectures rather than assuming one machine is universally best.
Software/runtime first; FPGA, memory-side or custom hardware only when the physical deficit and lifetime economics make the deeper change worth it.
Bring the accepted outcome, the current system and the constraint that matters.