Lavoisier Labs

Studio Pro

From formula to process — risk visible before capital.

Build chemical process digital twins that respect real thermodynamics. See transparent predictions and off-spec probability before you lock in equipment or spend.

Scale-up without a safety net

Optimistic process numbers hide expensive surprises.

Moving a formula to the plant still means spreadsheets, disconnected simulators, and a single “best case” that never survives reality. Capital gets committed before risk is honest.

What you do

Design the process. Quantify the downside.

Studio Pro keeps the physics intact while you explore equipment, operating windows, and scenarios — so decisions land with numbers, not hope.

  1. Assemble the flowsheet

    Drag equipment, connect streams, and mirror the process you intend to run.

  2. Choose thermodynamics that matter

    Pick packages that change the answer for the right reasons — Ideal, NRTL, Peng-Robinson, UNIQUAC, and more.

  3. Interrogate every prediction

    See science baseline, data-driven correction, confidence, and warnings when you are extrapolating.

  4. Decide with risk quantified

    Run scenarios and optimization so off-spec probability — not a single optimistic number — drives the call.

Studio Pro twin

live

Mixer
Reactor
Flash
Column

Thermo

NRTL

Confidence

92%

Off-spec P

3.1%

Capabilities

Process engineering you can trust in a meeting.

  • Real chemical engineering

    Vapor pressure, kinetics, flash calculations — validated against literature so the twin behaves like chemistry, not a toy.

  • Predictions you can challenge

    Every answer decomposes on screen: baseline, correction, total, confidence, and 95% interval.

  • Uncertainty that becomes probability

    Thousands of scenarios under control uncertainty produce off-spec risk you can brief to leadership.

  • Visual process sandbox

    Live flow animation, A/B comparison, and twin profiles ready for scale-up and operations handoff.

Why teams feel the gain

Capital decisions with eyes open.

  • Before the PO

    De-risk first

    Stress the process on a twin before pilot spend or equipment orders.

  • Honest risk

    Off-spec %

    Replace a single optimistic yield with a distribution of outcomes under real uncertainty.

  • Same twin, next stage

    Plant-ready

    Extract profiles that travel into operations — no translation layer that loses design intent.

Who it is for

Process teams who own the downside.

  • Scale-up & process design

    Engineers moving formulas from lab to pilot to plant without gambling on gut feel.

  • Specialty & continuous lines

    Units where thermodynamics and grade windows decide whether the batch clears.

  • Technical leadership

    Leaders who need defensible risk before approving capital or timeline.

Frequently asked questions

What is Studio Pro?
Studio Pro is a chemical process digital twin with real thermodynamics — design, simulate, and optimize processes with transparent predictions and quantified risk before you commit capital.
Which thermodynamic packages are supported?
Selectable packages include Ideal, NRTL, Peng-Robinson, and UNIQUAC — and they genuinely change the simulation answer.
Can we compare scenarios before buying equipment?
Yes. Run A/B comparisons and uncertainty scenarios so off-spec probability informs the decision — not a single optimistic number.
Does the twin hand off to operations?
Yes. Twin profiles carry into Chemical Engineering Agents so plant advisory inherits design intent instead of reverse-engineering it from tags alone.