How it works

From geometry to measured flow intelligence in days, not weeks.

Measured physics first. AI extends the measurement. This is not CFD — this is ground-truth data from inside your vessel.

01

Upload geometry

Provide your CAD files and operating conditions. We scope the campaign, confirm the configurations to test, and fabricate a transparent replica of your vessel.

What we need from you

  • CAD geometry + key dimensions
  • Fluid properties (density, viscosity, phases)
  • Operating conditions (RPM, flow rates)
  • Configurations to screen (impellers, baffles, spacing)
02

Prepare tracer

Density-matched radioactive tracer follows the flow exactly. Tracer activation is performed under strict safety protocols — the tracer is physically indistinguishable from the fluid.

Key capabilities

  • Density-matched to your fluid
  • Follows real physics exactly
  • Safe under established protocols
  • Works in opaque and multiphase fluids
03

Measure flow

NaI detectors track 3D tracer trajectories in real time under your actual operating conditions. Over 1,000 Lagrangian trajectories per configuration for statistical convergence.

Key capabilities

  • Real-time 3D particle tracking
  • 1,000+ trajectories per configuration
  • Actual operating conditions
  • 8M+ data points for validation
04

AI reconstruction

Neural models reconstruct full volumetric velocity and turbulence fields from the measured data. AI extends the measurement — it does not simulate. Datasets and analytics are delivered.

Key capabilities

  • Full volumetric velocity fields
  • Turbulence statistics
  • Uncertainty quantification
  • Engineering-ready formats

Typical timeline

Day 0–1

Technical assessment + scope confirmation

Day 1–2

Calibration & validation (geometry-dependent)

Day 2–4

Run configurations + data acquisition

Day 4–5

Reconstruction + delivery of datasets

Ready to get started?

Book a technical assessment and we'll return a fixed-price proposal within 48 hours.

Book Assessment