Automating Biological Water Treatment

A predictive platform powered by inline microscopy

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We combine

Hardware
Software

into a digital operator that turns your wastewater treatment from reactive to real time.

No more manual sampling, downtime or overshooting.

Predict anomalies 24h
before operation disruption

Treatment anomalies creep up unseen. By the time you realize, it is already costing you.

Stay within discharge
limits, every day

Effluent quality drifts between lab samples. One exceedance can mean fines, reports and lost trust.

Aerate only what
the biology needs

Blowers run on fixed setpoints and overshoot oxygen demand. Aeration is often more than half of a plant's energy bill.

Making industry processes better, faster, and safer.

Wastewater Management

Operators can't see microbial health changing in real time, so failures are only caught once performance has already dropped.

We catch these warning signs up to 24 hours early, giving operators time to adjust before a failure happens.

Biological Manufacturing

Cell health in a bioreactor can shift hour to hour, so contamination often isn't caught until it's already hurt the yield.

We monitor cell populations continuously, so teams can protect yield before it's lost.

Food & Beverage

Product lines run on live microorganisms that need a lab to stay under control, so contamination is often caught too late.

Continuous on-site imaging shows what's happening in the culture in real time, so problems are caught while the batch can still be saved.

Wastewater Management

Operators can't see microbial health changing in real time, so failures are only caught once performance has already dropped.

We catch these warning signs up to 24 hours early, giving operators time to adjust before a failure happens.

Biological Manufacturing

Cell health in a bioreactor can shift hour to hour, so contamination often isn't caught until it's already hurt the yield.

We monitor cell populations continuously, so teams can protect yield before it's lost.

Food & Beverage

Product lines run on live microorganisms that need a lab to stay under control, so contamination is often caught too late.

Continuous on-site imaging shows what's happening in the culture in real time, so problems are caught while the batch can still be saved.

Supported by partners we admire

Royal College of Art InnovationRCA
Hult Prize
Imperial
Ovivo
Social Shifters Global Innovation Challenge 2025
Isle

Understand. Act. Anticipate.

One platform covering your whole treatment

Hardware
System
Action

Understand your treatment

Sludge Quality
LowHigh

Continuous AI-Driven microscopic analysisLearn more about continuous AI-driven microscopic analysis

Act based on
ground truth

Our software that helps you run your plant cheaper and more reliably without intervention on your system.

Anticipate Failures

Our alert system that gives you easy control of your plant from anywhere

Built for tomorrow’s standards

50%

of a plant’s energy is consumed in blowing air for microbes. We want to help reduce the cost of keeping your biology stable.

25%

of wastewater operators will retire in the next decade. We turn your experience into metrics new hires can use.

80%

of all wastewater produced around the world is treated biologically.

Future GreenTech Incubator by FFICo-financed by the European UnionFunding partner

Funded by the European Union and the State of Lower Saxony

Monitoring and Control of Industrial-Biological Processes

Lir Labs is building an intelligent platform to monitor and control the biology of the water cycle, in particular in wastewater treatment plants.

The biology that cleans our water is still checked by hand: a sample under the microscope, once a week. In this project we take our live-cell imaging technology out of the lab and into operating plants — installing, measuring and refining it under real conditions, together with the teams who run them.

The goal is a system validated in its operational environment (TRL 8): continuous insight into the biology, translated into decisions operators can act on — the prerequisite for running plants as an active part of the water cycle rather than merely staying within limits.

The project runs from 01.06.2026 to 31.05.2027 and is funded under the HTI-Start-ups (STEP) programme, which supports start-ups mentored by high-tech incubators/accelerators. The approving authority is NBank – Investitions- und Förderbank Niedersachsen, with funds drawn from the European Regional Development Fund (ERDF) for the 2021–2027 funding period. The grant amounts to up to €272,708.85, corresponding to 90% of the total eligible expenditure of €303,009.84. The project is supported by the Future GreenTech Incubator as high-tech incubator and the August-Wilhelm Scheer Institute as cooperation partner.

Co-financed by the European Union.

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