See the batch while it runs
Biomass, substrate, and specific rates arrive hours late. We turn hard-to-measure process state into timely decisions — so operators act before the window closes.
Bioprocess & bioreactor control
Stop flying blind. Keep every batch in control.
Labinetix turns hard-to-measure process state into timely decisions, and makes automation consistent from run to run.
- Fed-batch & bioreactor processes
- Runs on industrial controllers
- Deterministic by design
97% of run time inside control band
MPC target
One knob in — growth, cost and margin follow
Set your target
The only free variable — growth rate and cost aren't independent, they follow from the organism's kinetics.
Resulting tradeoff
Growth rate required
0.28 h⁻¹
Input cost
€641/day
Profit rate
+€607/day
Built for teams who cannot wait on the lab.
Living processes move faster than the information about them. Labinetix closes that gap — while the batch can still be steered.
Keep automation consistent
Hand-tuned logic drifts between runs. We deliver deterministic control teams can trust from inoculation to harvest — fewer end-of-batch surprises.
From signal to control, one path.
We close the loop between what the plant measures and what the controller does — without a detour through a spreadsheet or a second model of the truth.
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Sense
Start from signals the plant already produces — off-gas, DO, pH, feed, agitation — at controller cadence, not lab turnaround.
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Estimate
Filtering, rate estimation, and elemental balancing turn those signals into growth, uptake, and production — kept physically consistent by closure.
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Control
Deterministic control executes on the industrial controller itself: fixed cycle, bounded memory, no allocator in the critical path.
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Verify
Models, interfaces, and parameter sets are versioned artifacts — so what you qualified is provably what runs on the plant.
Engineered for the controller, not the cloud.
Real-time control on a plant is unforgiving. Our stack is built for that constraint — advanced embedded control ready for industrial automation, so model and plant stay aligned where it matters.
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Deterministic numerical core
Control and estimation kernels in Rust —
no_std-friendly, no allocation on the hot path. - Real industrial targets Cross-builds verified for controller hardware including Festo CPX-E and Phoenix Contact PLCnext.
- One path from model to plant The definition that drives simulation is the definition that generates what ships — no reimplementation step in between.
Tell us about your process.
Whether you are fighting blind batches, inconsistent automation, or a model that never made it to the plant — a short conversation is usually enough to tell whether we can help.