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Lenz Labs
Leveraging AI to increase railway reliability
Product
Picture this: it is 2050 and to reduce our carbon footprint, we have moved away from air/road to more sustainable modes of transport such as rail. However, it is hard to run an economy when the infrastructure is riddled with delays and cancellations.
Lenz Labs leverages AI to build predictive maintenance models and hardware devices to tackle sources of rail unreliability.
Seasonal Delivery Portal - Network Rail incurs an estimated £275m from delay minutes due to issues such as weather-induced track conditions. Lenz’s portal allows for better mitigation strategies using live data sources.
Traction Hub - Smart device which can be thought of as an ABS for trains, de-risking the track conditions before they become an issue.
Founders
Hamish Geddes, CEO - Previously the secretary of Hyped, an initiative to bring Hyperloop to the UK. BSc, Mathematics and Physics - University of Edinburgh
Carolina Toczycka, CCO - Previously research engineer at Costain Group. MA, Management - University of Edinburgh
Daniel Carbonell, CTO - Previously the technical director at Vennle. BEng, Electrical and Mechanical Engineering - University of Edinburgh
Spotlight Analysis
Strengths
Enabling sustainable travel: rail emits 75% less CO2 than other transport methods, helping to alleviate climate change
Huge market demand: railway reliability is the number one reason for choosing other methods of commuting, making it a painkiller problem for train companies
Strong traction: initial £340k contract secured with the Department of Transport
Weaknesses
Long sales cycle: most rail networks are maintained by government agencies so Lenz should expect a significant revenue lag
Product risk: the smart device is yet to be tested in a live environment, where unexpected hardware issues could arise
Significant R&D: developing IoT sensors to produce live data will have long product development cycles
Market
Cedar AI - Raised $7m Series A in 2019 from Felicus Ventures, Spider Capital and HackVC
Konux - Raised $80m Series C in 2021 from Sanno Capital, New Enterprise Associates and others
Why Lenz Labs?
With initial government contracts secured and a hungry team, Lenz Labs is best placed to work closely with their customer and build a strong product
Key Details
Year founded: 2019
Summary: Lenz Labs leverages AI to build predictive maintenance models and hardware devices to tackle sources of rail unreliability
Investors: Climate VC, Old College Capital, Scottish Enterprise, Rainmaking and Vertex Albion Partners
Raised to date: $585,000
Currently raising?: Yes, £1.3m*
*PitchBook June 2023
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