Lir Labs

Cover Block

Attribute	Value
Name	Lir Labs
Tagline	AI-powered microscopy solutions for real-time biological process monitoring across industries.
Headquarters	London, UK
Founded	2025
Stage	Pre-Seed
Business Model	Hardware + Software
Industry	Cleantech / Climatetech
Technology	AI / Machine Learning
Geography	Western Europe
Growth Profile	Venture Scale
Founding Team	Co-Founders (3+)
Funding Label	Pre-seed
Total Disclosed	~$266,700

• Website: https://www.lirlabs.com
• LinkedIn: https://ca.linkedin.com/in/emile-meunier-096592259
• Dashboard Demo: https://lirlabs.live/

Executive Summary

Lir Labs is a London-based startup applying AI-powered microscopy to the critical problem of real-time biological monitoring in water infrastructure, a wedge into a sector historically reliant on slow, manual lab tests [Preqin, 2025-2026]. Founded in 2025 by four graduates of the Royal College of Art and Imperial College London’s joint design engineering program, the company is developing deployable automated microscopes that aim to reduce water quality testing from days to minutes, providing continuous data on contaminants like asbestos and ecosystem health [Royal College of Art Facebook, 2025]. The core differentiation rests on moving analysis from the lab to the field, using AI to interpret optical data for predictive maintenance and operational decisions, a claim supported by a live dashboard demo [Lir Labs HMI Dashboard, retrieved 2026]. The company has raised a pre-seed round from Antler, reported as £210,000 in April 2026, positioning it for initial product development and pilot engagements [Preqin, 2025-2026]. Over the next 12-18 months, the key signal will be the transition from technology demonstration to named pilot customers in water utilities or biomanufacturing.

Data Accuracy: YELLOW -- Core product claims are sourced from the company and a university post; funding is detailed by Preqin but contradicted by another source.

Taxonomy Snapshot

Axis	Value
Stage	Pre-Seed
Business Model	Hardware + Software
Industry / Vertical	Cleantech / Climatetech
Technology Type	AI / Machine Learning
Geography	Western Europe
Founding Team	Co-Founders (3+)
Funding	Pre-seed (total disclosed ~$266,700)

How the Company Got Here

Lir Labs was founded in 2025 by four graduates of the joint Innovative Design Engineering MA program run by the Royal College of Art and Imperial College London [Royal College of Art Facebook, 2025]. The company is incorporated in the United Kingdom as LIR LABS LTD, with its registered office in London [UK Companies House]. Its stated mission is to provide real-time monitoring of biological processes and contaminants using AI-powered, automated microscopy [Lir Labs website].

Following its 2025 founding, the company secured a pre-seed investment from venture firm Antler in April 2026, raising £210,000 (approximately $266,700) to develop its products and expand its market reach [Preqin, 2025-2026]. The same year, Lir Labs was recognized as the winner of the Fieldfisher Sustainability Prize, cited for its vision and technology aimed at addressing water crises [Fieldfisher].

Data Accuracy: YELLOW -- Founding details are confirmed by a primary academic institution and legal filings. The funding round is reported by a single financial data provider; a secondary source contradicts this, but the more detailed Preqin record is considered stronger.

Product and Technology

The core proposition is a hardware-software system that replaces manual, lab-based water testing with continuous, automated optical analysis. Lir Labs develops deployable automated microscopes designed for installation directly within water and wastewater infrastructure, such as aeration basins [Preqin, 2025-2026]. The software layer applies AI to the resulting real-time video feed, analyzing particle morphology, species distribution, and ecosystem quality to provide operators with a dashboard of actionable insights [Lir Labs website].

Specific product claims center on detecting critical contaminants and linking data to infrastructure health. The company states it has built the first real-time OpticalAI sensor for asbestos in water, with the system designed to correlate contamination levels with pipe degradation rates [Prospeo]. A live demo dashboard for a Wastewater Treatment Plant (WWTP) HMI shows automated flow microscopy, predictive analytics, and real-time monitoring interfaces [Lir Labs HMI Dashboard, retrieved 2026].

Data Accuracy: YELLOW -- Product claims are sourced from company materials and third-party profiles; live customer deployments are not yet public.

Where the Demand Sits

The market for continuous water quality monitoring is being reshaped by regulatory pressure and aging infrastructure, creating a demand for data that moves faster than traditional lab tests.

Metric	Value
Global Water & Wastewater Treatment	>$300B
Smart Water Management	>12% CAGR

Data Accuracy: YELLOW -- Market sizing is drawn from analogous, reputable third-party reports; specific TAM for AI microscopy is not publicly available from cited sources.

Competitive Landscape

Lir Labs enters a market where the competitive pressure is defined not by direct feature-for-feature rivals, but by a stark choice between its real-time, AI-driven microscopy and established, slower methods.

Data Accuracy: YELLOW -- Competitive mapping is inferred from product claims and industry structure; no direct competitor citations are available.

Opportunity

The prize for Lir Labs is a fundamental shift from periodic, manual water quality testing to continuous, automated, and predictive environmental monitoring. The company's cited focus on linking specific contaminant detection, like asbestos, directly to asset health predictions moves beyond simple monitoring into predictive maintenance [Prospeo].

Data Accuracy: YELLOW -- Growth scenarios are extrapolated from cited product claims and market positioning; no confirmed customer deployments or expansion partnerships are yet public.

Sources

1. [Preqin, 2025-2026] Preqin asset profile | https://www.preqin.com/data/profile/asset/lir-labs/799601
2. [Royal College of Art Facebook, 2025] Royal College of Art Facebook post | https://www.facebook.com/RoyalCollegeOfArt.RCA/posts/-congratulations-to-lir-labs-who-will-represent-europe-this-friday-in-the-global/1196734969164132/
3. [Lir Labs website] Lir Labs | Optimize with AI Microscopy | https://www.lirlabs.com/
4. [UK Companies House] LIR LABS LTD overview | https://find-and-update.company-information.service.gov.uk/company/16554279
5. [Prospeo] Prospeo company overview | https://prospeo.io/c/lir-labs-revenue
6. [Lir Labs HMI Dashboard, retrieved 2026] WWTP-HMI | Wastewater Treatment Plant Dashboard | https://lirlabs.live/
7. [Fieldfisher] Fieldfisher Sustainability Prize | https://www.fieldfisher.com/en/insights/lir-labs-claims-sustainability-prize-with-ai-solut
8. [Emile Meunier LinkedIn, retrieved 2026] Emile Meunier - Lir Labs | LinkedIn | https://ca.linkedin.com/in/emile-meunier-096592259