See inside
your reactor.
Measure what
others can't.
Measured hydrodynamics — not simulation, not assumptions. Fluidmapper maps 3D flow inside opaque vessels in days, at a fraction of the cost. Where traditional pilots and CFD fall short, we deliver ground truth.
Your reactor is a black box.
We open it.
Traditional methods force you to choose between expensive, slow pilot testing or unvalidated CFD assumptions. Fluidmapper gives you measured ground truth — faster and cheaper than either.
Traditional pilot testing
Fluidmapper RPT-AI
Save time. Save money.
Know more.
Every benefit maps directly to your bottom line. Fluidmapper doesn't just measure flow — it eliminates uncertainty from your most expensive decisions.
Faster turnaround
What takes months with traditional pilots or weeks with CFD iterations, Fluidmapper delivers in days. Test 28 configurations in 28 days.
The cost
Traditional pilots cost $50K–$150K+ per campaign. Fluidmapper campaigns start at $1,999 setup + $1,499 per configuration.
Validation data points
We guarantee and measure the error — nobody else can. Customers receive full error distribution charts and spatial error maps.
Configurations per campaign
Explore the full design space. Instead of narrowing to 3 designs early, evaluate 10+ configurations and choose with measured evidence.
From geometry to measured intelligence in 4 steps
Measured physics first. AI extends the measurement. This is not CFD.
Upload geometry
Share your CAD files and operating conditions. We scope the campaign and fabricate a transparent replica of your vessel.
Prepare tracers
Density-matched radioactive tracer particles follow your fluid exactly — matching real physics under real operating conditions.
Measure flow
NaI detectors capture real-time 3D particle trajectories as tracers move through your vessel. Real physics, recorded in real time.
AI reconstruction
Neural models reconstruct full volumetric velocity and turbulence fields from measured data. AI extends the measurement — it does not simulate.
Real outcomes from real campaigns
In a mixing tank study, we demonstrated that a few targeted experiments can save enormous amounts of money in development and operations.
Mixing efficiency improvement
with half the agitator power
Heat transfer at wall
with same agitation power
Pumping rate maintained
at half agitator power
Cost savings
vs traditional pilot methods
All cases show that we can easily optimize a mixing process in a few experiments — saving enormous amounts of money in development and operations. Where CFD configurations can cost $20K each and pilots require $100K+ in capital equipment, Fluidmapper delivers equivalent or superior insight at a fraction of the cost.
Four buyer types. One platform.
Each gets measurable, decision-ready flow intelligence in days — with clear ROI mapped to their specific needs.
Equipment manufacturers
Screen 10+ impeller designs in days, not months. Get quantifiable mixing vs power data to differentiate your products.
Chemical & process companies
De-risk reactor selection and scale-up before committing capital. Measured flow data replaces assumptions and reduces pilot loops.
CFD software companies
Ground-truth datasets for validation and benchmarking. Improve closure equations with measured turbulence statistics.
Research laboratories
Publication-ready datasets with full uncertainty quantification. Skip building bespoke measurement infrastructure.
Deliverables your team can act on
Not just plots — quantified performance data your team can compare directly against CFD and use to select designs with confidence.
3D velocity fields
Full volumetric velocity — axial, radial, tangential — across the entire vessel
Dead-zone mapping
Identify and quantify stagnant regions to optimize flow coverage
Mixing efficiency vs power
Performance curves across all configurations for direct comparison
Turbulence metrics
TKE, Reynolds stresses, and energy dissipation rates
CFD validation datasets
Formatted for direct comparison with simulation outputs
Uncertainty quantification
Defined measurement bounds so your team can trust the data
Sign up for 4 configurations.
Get one free.
Be among the first to experience measured hydrodynamic intelligence. Limited availability — book your technical assessment today.
Book Technical AssessmentStop guessing.
Start measuring.
Book a 30-minute technical assessment. We'll review your geometry and operating conditions and return a fixed-price proposal within 48 hours.