Top 50 Software Angel Investors in Europe in October 2023

Portfolio highlights

• Arkifi — Arkifi is an artificial intelligence company that develops AI-powered financial analyst tools. Arkifi's framework generates consistent results that avoid fabricating factual details (referred to as "hallucination"), instilling enterprises with an unmatched level of confidence in the outcomes.
• Kavida.ai — Kavida helps procurement managers ensure on time deliveries and improve supplier collaboration.
• Renew Risk — Renew Risk is a software development firm that offers B2B SaaS solutions based on deep science for optimizing the financial lifetime of major renewable energy assets.

Portfolio highlights

• Hubflo — Hubflo is building an all-in-one work OS to help small businesses manage their business. Instead of having 10 complicated and expensive pieces of software, Hubflo offers SMB everything they need to run their business (CRM, projects, invoicing, expenses...) in a single comprehensive, simple and affordable platform.
• Story Protocol — Story Protocol is building open IP infrastructure to grow the creativity of the internet era.
• Borderless — Borderless is a workforce migration platform.It offers automation solutions that focuses on all aspects of hiring and onboarding of foreign workers, including recruitment, immigration, relocation, and compliance.

Portfolio highlights

• Screeb — Make products your users will love by using Screeb, the all-in-one tool for Product Discovery. Product analytics, user recruitment, and more!
• Spades — Guests Scan a QR code to view the menu and Pay, they can also Split the amount and Tip the staff. Now faster than ever.
• Morpho Labs — Morpho is an on-chain peer-to-peer layer on top of lending pools. Rates are seamlessly improved for borrowers and lenders while preserving the same guarantees. Morpho combines the efficiency of P2P with the liquidity of lending pools. Users enjoy an improved APY while maintaining the pool’s flexibility

Portfolio highlights

• Mistral AI — Frontier AI in your hands
• Omada — Get in on the action with Omada, the ultimate and insanely fun Sports Prediction Community.
• Poolside — Poolside is an artificial intelligence platform intended to offer cutting-edge foundation concepts and infrastructure.

Portfolio highlights

• MÖ Foods — MÖ Kaurajogu is domestic, completely herbal and above all delicious. All our products are manufactured in Central Ostrobothnia, Lohtaja.
• GoalProfit — GoalProfit is the world’s first low code retail optimization platform empowering retailers to build customized intelligence applications. It was founded by former IBM executives, Maxim Morozov and Oleg Sidorkin. GoalProfit is on a mission to make big data solutions available for all retailers and help them to survive in a new post-covid reality.
• Builderhead — Builderhead is a construction management software designed for real estate developers and general contractors. The software combines project development, procurement, and construction management into a streamlined pipeline. We bring an industry spesific Project Development CRM, Bid Management Tools and Project Management Software in one easy-to-useplatform which integrates easily with other most used software in the industry. Even thought the construction industry accounts for 13% of the world’s GDP, there's been a global problem of poor productivity within the industry as productivity growth has increased only 1% over the past 20 years. From the real estate developers and general contractors point of view, the biggest issue is the projects that turn unprofitable unexpectedly. One unprofitable project destroys the whole year profits and another one can bankrupt the entire company. Most of the decisions that affect the success of a project are made before construction begins, but still there are no smart tools available for that stage to help the construction companies avoid unprofitable projects. We solve this global problem by bringing the most critical steps to the success of a construction project on the same platform.

Portfolio highlights

• Meatable — Meatable is a food production company that produces real and guilt-free meat. With one cell, they are revolutionizing the meat industry's impact on climate change and animal welfare. At the same time they increase food security, without compromising the culinary experience of eating tasty, real meat. They aim to satisfy the world'sappetite for meat without harming people, animals, and the planet.It was founded in 2018 and is headquartered in Delft, South Holland, The Netherlands.
• Open Cosmos — Driven by the vision of making space accessible to anyone, Open Cosmos provides simple and affordable space missions.Open Cosmos went from design to delivery of qb01, their first nanosatellite, in only four months, followed by a launch and deployment in LEO early April 2017. They are currently working with innovative payload developers towardsin-orbit demonstration and constellation deployment to enable services ranging from remote sensing to maritime domain awareness and machine-to-machine communications.
• Unearthly Materials — Unearthly Materials is a transformative materials company focused on delivering practical room-temperature superconductors and powering the century of superconductivity.

Portfolio highlights

• Bequest — We're building a better way to protect you and your family, starting with personalised pay-as-you-go life insurance. Backed by Aviva.
• Disputed — FinLegal is legaltech for the business of disputes. Our solutions allow you to fund and insure your litigation through litigation funding and after-the-event insurance, automate volume and class actions and get more clients through working with marketing service providers.
• Robin AI — Robin AI is a legal tech company based in London, made up of engineers, lawyers, scientists and operations specialists.

Portfolio highlights

• Bequest — We're building a better way to protect you and your family, starting with personalised pay-as-you-go life insurance. Backed by Aviva.
• Disputed — FinLegal is legaltech for the business of disputes. Our solutions allow you to fund and insure your litigation through litigation funding and after-the-event insurance, automate volume and class actions and get more clients through working with marketing service providers.
• Robin AI — Robin AI is a legal tech company based in London, made up of engineers, lawyers, scientists and operations specialists.

Portfolio highlights

• reebuild — Mit reebuild verwandeln Sie chaotische Papierberge in strategische Informationen.
• Storebox — Storebox is the first fully digitized self-storage solution in Europe, with more than 140 locations in Austria, Germany, Switzerland and Luxembourg. We offer storage spaces for private and business purposes, which are automatically accessible at any time. With our successful and recently awarded franchise system, we manage to grow and will continueto expand within Europe.Storebox is more than just a self-storage system. FULL-SERVICE CLICK & COLLECT Click & Collect directly in your neighbourhood? Storebox allows you to quickly and easily expand the Click & Collect offer for your customers to new districts, cities and countries. We coordinate the transport and customer communication for you.MICRO-HUBS FOR THE LAST MILE Use central warehouse locations in urban areas as a starting point for the last mile. Storebox as a micro-depot offers you the fastest way to your customers, allowing you to save time, money and emissions. Customer proximity and responsiveness through local storage: Benefit from our strategically positioned storage units and serve the needs of your customers as quickly as possible. At the same time, you can reduce unnecessarily driven kilometres by your employees in the field and thus save time and money.SPARE PARTS WAREHOUSE FOR SERVICE TECHNICIANS With Storebox you can store spare parts and goods directly where they will be used. In this way, you are in close proximity to the customer and save yourself long travel times for collecting the materials from a central warehouse. Create more efficiency by receiving deliveries of goods 24/7 directly to the Storebox and returning them if necessary.
• Ada Growth — Deine Mentorin in der Tasche. Gewinne, binde und entfalte die Potenziale der weiblichen Talente in deinem Unternehmen.

Portfolio highlights

• Outverse — A community platform that's easier to use, better organised and designed for real interaction.
• CultureAI — Measure and improve human cyber risks and security behaviours to prevent security incidents. Go beyond security awareness training, start your free trial today.
• finway — finway provides financial guidence to SMEs, plan & control all expenses and budgets in one tool.

Portfolio highlights

• Swaap — We build the market-neutral AMM protocol.
• Kraaft — Kraaft.co is an instant messenger app dedicated to site monitoring for VRD public works trades: roads and various networks. Paris, Île-de-France in 2019.
• Hyperline — Enjoy the most flexible billing platform for B2B SaaS businesses. Start today without a single line of code.

Portfolio highlights

• Paebbl — The modular technology from Paebbl may be included in any carbon capture system and is industrially scalable. As a result, Paebbl provides a raw material stream that is carbon-negative, radically altering the economics of preventing carbon from entering our environment.
• Snaplet — Snaplet gives developers production-accurate data and preview databases they can code against, so they can focus on shipping. Ditch the seed script forever!
• Metatheory — Metatheory Inc. is an interactive technology and entertainment company building Web3 games, interactive content, social experiences, and other community-driven adventures. Metatheory’s mission is to inspire imagination by connecting people worldwide through immersive worlds built on cross-generational IP.

Portfolio highlights

• DGG — 3D production teams rely on RapidCompacts speed, quality, and scalability to meet the growing demand for 3D content.
• Giskard — Deliver AI products, better & faster. Deploy automated tests to eliminate regression and biases. Collaborate faster with feedback from business stakeholders and more.
• Growblocks — Manage your Revenue Engine with Growblocks - one connected RevOps platform giving you insight from traffic to churn.

Portfolio highlights

• NFT Metadata Editor — Edit and customize the metadata of your NFTs. Connect your wallet, select the NFT, and this tool will allow you to modify the metadata, charging a fee for the service.
• NFT Exhibition Space — Showcase your NFT collection in a virtual exhibition. Connect your wallet, select the NFTs, and this tool will create a virtual exhibition space for your collection.
• Crypto Wealth Manager — Connect your wallet, input your holdings and financial goals, and this tool will provide portfolio management features and recommendations.

Portfolio highlights

• 5Mins — 5Mins is the new microlearning platform that helps your employees build in-demand skills fast with AI-powered personalisation and advanced gamification.
• Sharpist — We offer personalized learning that will help people-centric organizations and teams grow throughout the challenges of today and tomorrow. Learn more!
• Dust — Dust is a platform for creating sophisticated processes based on large language models and semantic search.

Portfolio highlights

• Xceed — Go out and live the best night events, parties & festivals at top clubs, bars and restaurants from around the world. Guest lists, tickets & VIP bottle service.
• Tuvalum — Make used bikes great again! Tuvalum is the largets and most trusted site in pre-loved bikes. Every used bike is carefully certified by our expert mechanics. Our mission is to transform the bicycle industry for a more sustainable future through digitization and a great customer experience. Get the bike you really need for your goals and needs, allthe bikes are supremely certified by expert mechanics.
• Qoala — Qoala, founded in 2019, is a browser extension that finds and applies discount codes on online stores and provides its users with cashback, creating a more reliable purchase funnel for more than its 3000 affiliated stores and ensuring its customers will take advantage of the best available deals while shopping online.

Portfolio highlights

• The Dots — Professional networking for the new world of work. Get advice. Meet collaborators. Find jobs. Upskill at events.
• Nova Credit — Nova Credit is a consumer credit bureau that connects consumers and lenders with trusted data and analytics to expand access to credit.
• Platform Science — Experience the power to choose what drives your fleet. Platform Science delivers telematics and fleet management tools on a platform built for transportation.

Portfolio highlights

• Cordless — Bridging the gap between voice and text
• ScorePlay — ScorePlay is an AI-powered media asset manager dedicated to sports. The MAM centralizes assets in a single media workspace, with AI-tagging. Distribute to athletes and sponsors automatically through app. Amplify your brand.
• finres — Understand, Evaluate and Invest to Become Resilient to a Changing Climate. With finres, access the latest science, state-of-the-art decision-making methods and big data to transform your vulnerabilities into opportunities.

Portfolio highlights

• Atoa — Accept in-store payments using any UK Bank App. Merchants save up-to 70% versus cards and get paid faster. Sign-up in three minutes.
• Yonder — A modern lifestyle credit card packed with rewards, no foreign exchange fees, and loads more. Apply without needing a UK credit score.
• Context.ai — Context.ai is product analytics for LLM applications. Understand your users and improve their experiences in your LLM powered products.

Portfolio highlights

• Zelt — Manage everything from HRIS, payroll, pension, devices, apps and more seamlessly in one central hub, for all processes and applications, third-party included. Improve productivity through enhanced employee experience.
• Claimer — Claimer is a self-service application that gets credit claims done easily of money spent on research and development. Its platform empowers company owners and advisors to prepare their claims, without any specialist knowledge, no matter how big or small the claim. It also prepares and submits the amended tax return for free.Claimer was founded in2019 by Adam McCann and is headquartered in Croydon, United Kingdom.
• Ritual — Couple Goals Made Possible. Relationship Support For Busy People, Practical Tools & Expert Feedback

Portfolio highlights

• Aerones — Robotic wind turbine service company offering maintenance, inspection and repairs worldwide. Reduce downtime and improve the efficiency of your wind park
• Anthropic — An AI safety and research company that's working to build reliable, interpretable, and steerable AI systems.
• TENYX — Tenyx is developing the next generation of voice-based intelligent systems based on proprietary neuroscience-inspired AI technology

Portfolio highlights

• Jet HR — Jet HR makes managing people incredibly simple: payroll, benefits, devices, compliance and much more. We re-thought the HR function, removing anything that is cumbersome and simplifying any action on employees. We are funded by the best Italian VCs (Exor Ventures, Italian Founders Fund and 6 more) and by the best Italian founders (founders ofCasavo, Satispay, Scalapay, Bending Spoons, Musixmatch, Talent Garden, Oyster HR, etc).
• Futura — Futura makes high quality education accessible to everyone. Our AI-based platform uses Deep Learning to optimize your study time and test scores by learning from your past mistakes and targeting weak points with extra attention. We completely personalize learning, using a data-driven approach and modular classes that adapt to students’ individualneeds.
• Superlayer — Superlayer drives better performance for sales teams, leveraging and automating best practices to close more deals in less time.

Portfolio highlights

• Rayon — Built for Speed. Designed for Teams.
• Simbel — Learning platform for SMEs
• Morpho Labs — Morpho is an on-chain peer-to-peer layer on top of lending pools. Rates are seamlessly improved for borrowers and lenders while preserving the same guarantees. Morpho combines the efficiency of P2P with the liquidity of lending pools. Users enjoy an improved APY while maintaining the pool’s flexibility

Portfolio highlights

• Tribboo — Project management platform for construction SMEs
• Bizzy — All up-to-date information you need for the most transparent & reliable view on your business world.
• Maison Sport — Maison Sport has been created by 3 ski instructors, Olly, Nick and Aaron - all of them share a great passion for skiing and the mountains!“At Maison Sport we are making it simple to book Ski and Snowboard instructors online. Our aim is to seamlessly connect people looking for lessons with their ideal instructor, whilst making it easy forinstructors to market themselves, so they can continue to do what they love.Currently in France, our plan is to expand across the rest of the globe, helping the best instructors impart their passion for skiing and snowboarding on likeminded customers.”

Portfolio highlights

• Trezy — Trezy is smart & simple software the helps you manage your business with real-time finance insights & automated cash-flow forecasting.
• Basket — Basket lets you keep track of things you want to buy, automatically finding the best prices, saving you time and money. Say hello to your new shopping companion.
• Klasha — At Klasha, we're simplifying borderless payments for commerce in Africa. We help merchants worldwide sell online to Africa and receive payments in local African currencies while enjoying super fast last-mile delivery to customers across the continent.

Portfolio highlights

• Prematch — Prematch leverages AI/NLP technology to automate content aggregation and curation for all non-professional football players in Germany. As a second step, Prematch uses its holistic data silo to create pro-level interaction and gamification experiences for the non-pro ecosystem.
• Knowunity — Knowunity is the digital learning platform with summaries, study notes, presentations, answers, and more in one app.
• Tomorrow University of Applied Sciences — Build the skills, competencies, and mindset needed in the 21st-century with our fully-remote and flexible bachelor's and master's degrees.

Portfolio highlights

• 11x.ai — Onboard the AI workforce from the future and 11x your productivity today
• TRIVER — Triver develops online and digital tools to assist and support various financial services. It is based in London, England.
• Sourcerie — Discover the best products for you, based on reviews from people just like you.

Portfolio highlights

• Isometric — Isometric is a carbon removal registry and science platform
• TreesPlease Games — TreesPlease Games develops various computer and online games. The company is headquartered in London.
• Scriptic — Scriptic, interactive story games on mobile.

Portfolio highlights

• micro1 — We help companies hire and manage the best software engineers easily.
• Skedway — Every work experience should be great! Skedway is the complete platform to optimize the hybrid work experience.
• NewHomesMate (formerly Propertymate) — Find, compare and buy a new construction home - all in one place.

Portfolio highlights

• Claimer — Claimer is a self-service application that gets credit claims done easily of money spent on research and development. Its platform empowers company owners and advisors to prepare their claims, without any specialist knowledge, no matter how big or small the claim. It also prepares and submits the amended tax return for free.Claimer was founded in2019 by Adam McCann and is headquartered in Croydon, United Kingdom.
• The Garden — The Garden is an online media company.
• Condense — Live-streamed volumetric video into game engines

Portfolio highlights

• Sidequest — SideQuest is the early access layer for Virtual Reality. Get access to the latest Oculus Quest Games, Oculus App Lab games & lots of free apps on applab and sideload.
• Track Titan — Titan Academy revolutionises how gamers improve through fully automated coaching.
• Guardian Angel — Death is tough enough. We're here to make it that little bit easier. By making planning for and through death simpler. So you can focus on what really matters.

Portfolio highlights

• Swaap — We build the market-neutral AMM protocol.
• micro1 — We help companies hire and manage the best software engineers easily.
• Skedway — Every work experience should be great! Skedway is the complete platform to optimize the hybrid work experience.

Portfolio highlights

• Darabase — Darabase is a unique platform enabling the creation, management and monetisation of location-based digital content in the real world and virtual metaverses.
• Roleshare — Roleshare matches freelancers, part-time and fractional workers to job share; helping companies retain and attract coveted skills and talent. Join us!
• Unlock — Unlock is a video-based platform packed with unique experiences your team will love.

Portfolio highlights

• Arrago — Arrago is a Fintech lending platform providing French Lifetime Mortgages
• KillBills — KillBills is a application software that provides banking, payment card, consulting, financial, and digital receipt services.
• OMAJ — Second-hand fashion platform for sellers and buyers

Portfolio highlights

• Lick — Lick | Paints, Wallpapers and Supplies. Your Room, Covered
• Pharmacierge — Pharmacierge is the digital e-prescribing service chosen by private clinicians to deliver medication to their patients throughout the UK and worldwide. Clinicians create and transfer e-prescriptions to our pharmacy near London's Harley Street, for free delivery to their patients either the same day or next weekday
• Vyne Technologies — Vyne Technologies is the specialist account-to-account payments platform.

Portfolio highlights

• Equipme — Gear up your teams to do their best work with Equipme. Simplify asset and cost management, and partner with best-in-class service providers for seamless service delivery.
• Ivy — We are building a global API for instant bank payments
• Twirl — Twirl is a platform for data teams that want to ship value rather than tooling. It enables the deployment of data pipelines from the start and manages all infrastructure and scaling. Twirl is a code-first company that combines analytics, machine learning, and everything in between.

Portfolio highlights

• Konfir — employment Home page Instantly access employment or income records for any UK-based worker, with their consent
• FUEL — Where everlasting fanbases are built
• Sidekick — Expertly-managed portfolios for the modern investor

Portfolio highlights

• Graneet — Graneet is a Digital Site Manager Assistant that is designed to help Construction Project Managers better track the financials and administrative processes of their projects (invoices, expenses, payments...).
• Soveren — Soveren helps engineering and security teams protect personal data by detecting privacy risks and analyzing real-time data flows within your infrastructure.
• Iteration X — Iteration X allows teams to annotate and edit any website or web app collaboratively, right from the browser.

Portfolio highlights

• Oze — OZÉ brings African small businesses into the digital era. It is an app that makes it easy for businesses to track sales, expenses, and customer information. The data is analyzed to provide tailored recommendations, reports, and business education. If the entrepreneur needs a little extra support, an OZÉ Coach is just a click away. As they are usingOZÉ to manage their business and learn how to run it better, we are learning about them. Using this data and machine learning, we can predict their credit risk and provide them with affordable capital from our banking partners. With over 20,000 registered users, OZÉ is the largest online community of SMEs in Ghana. The most exciting thing is that OZÉ works; 97% of businesses that have used OZE for at least 9 months are growing or profitable or both!
• Workbounce — Workbounce is the co-pilot for customer-facing team connecting tools like Google Drive, Notion, Slack with intelligent search and analytics.
• Atlas Metrics — The single source of truth for your ESG data

Portfolio highlights

• Verisian — Verisian accelerates drug time to market with the industry's first platform offering real study traceability (CDISC, SDTM, ADaM, TFLs)
• Superlayer — Superlayer drives better performance for sales teams, leveraging and automating best practices to close more deals in less time.
• Kuai Commerce — Kuai Commerce is a next-generation solution for ambitious brands looking to sell directly to Chinese Gen Z consumers through the power of social commerce. Our tech-enabled services provide market entry and brand acceleration options for emerging category-leaders who otherwise would find the complexity of China prohibitively challenging

Portfolio highlights

• theblood — We are giving back self-determination, control and specific health conditions to our users through a non-invasive menstrual blood test
• Futurised — Futurized makes processes simple and intelligent by providing businesses with software robots that automate all unpleasant and complex operations using AI.
• AnimalChat — The messenger app AnimalChat makes communication with pet owners easier and more efficient. It's used to counteract the drastic lack of staff in the animal industry. As veterinarians we know how bad the situation is, but luckily as software specialists we also know how to fix it. With AnimalChat we free up valuable time for businesses andempower them to offer a better digital experience for their customers.

Portfolio highlights

• 42 Watt — 42 Watt is an energy conservation consultancy which strives to reduce costs, save energy and protect the climate.
• Kursinsel — We empower children to discover their interests and pursue their passions from the comfort of their homes. Providing access to a large variety of interactive online courses from drawing, dancing, science to Minecraft and many more.
• Getpaid — Payments infrastructure for B2B marketplaces, wholesalers and SaaS platforms. B2B checkout to process all B2B transactions online & offline | payout instantly | automate complex money flows, end-to-end reconciliation.

Portfolio highlights

• TheyDo — Customer journey management: organize your business around the customer journey. Manage insights, journeys, opportunities and solutions in one place. Try now!
• Inscribe — Inscribe helps financial institutions manage risk by empowering teams with fraudulent document detection, intelligent automation, and the ability to better understand customer creditworthiness.
• Kittl — Kittl is the most intuitive and easy-to-use design platform which helps you to create stunning designs that impress everyone. Easily learn new design techniques and improve yourself to become a better creator.

Portfolio highlights

• Finteca — Finteca can save you more than € 8,000 * compared to traditional advisors. Without commissions, without risk, our professional team improves conditions of interest and other parameters.
• BRICKBRO — Currently, Brickbro is one of the leading real estate transactional platforms in the spanish market.
• Viterbit — Viterbit is a technology start-up that offers a Recruitment and Selection Software (ATS). Just what your company needs to go one step further with the talent it hires. The greatest strength organizations have are the people who work in them, so our team is committed to helping you attract the talent you need.

Portfolio highlights

• Go Dogo — Go Dogo provides mental workout for dogs - It's an app-controlled wall-mounted robot that uses the home TV to give instructions and feedback. The combination of computer vision and treat releases enables brain games that slowly gets more and more challenging. Over-the-Air updates ensures that Go Dogo never gets old.
• Rerun — Log and visually explore computer vision and robotics data over time. Debug and understand the internal state and data of your systems with minimal code.
• Doublepoint — Solving Next-Generation Interactions. Doublepoint provides future computing platforms more intuitive, robust and versatile interactions.

Portfolio highlights

• Werk — Werk is building a construction labor marketplace, that matches workers internationally to any country, all while automating the paperwork and HR. Our community provides trade union benefits, globally. Think of it as a mix of Deel & LinkedIn, but for construction that disrupts the European gray economy. Werk is building a digital identity forthe workers building our homes and offices.
• Tactic — Tactic helps you use AI to turn documents online and in your systems into actionable insights, no coding needed.
• Payable — Scale your business with our payment operations API and dashboard. Track, reconcile and make payments instantly.

Portfolio highlights

• ClimateView — ClimateView is a Swedish climate action technology company that helps cities transform climate planning into progress. We combine data, agent-based modelling and interface design to help cities successfully manage the transition to zero carbon economies.
• Mojo — Laboratory-grade AI-powered semen test at home. Test your sperm count, motility, volume and concentration with the Mojo kit. Check your fertility from home at low cost.
• Volta Greentech — Battling global warming by reducing methane emissions from cows

Portfolio highlights

• Medusa — For developers who must customize e-commerce setups, Medusa is a new digital commerce engine that provides extensibility and customizability with low developer effort. Unlike Shopify, BigCommerce and others, we offer an open, modular architecture that removes the need for hacky workarounds and secures maintainability and speed.
• Heyhack — Automated web application security testing, protection, and reporting for software-as-a-service businesses.
• Fullview — Fullview let's you instantly monitor, control and analyze user sessions for faster real time customer support. No downloads. Easy to integrate.

Portfolio highlights

• Ai Build — Additive Manufacturing Software
• Checkstep — CheckStep provides a AI-powered Trust & Safety and UGC management software to online platform worldwide. It enables company to manage the full policy management life-cycle.
• Unlikely AI — We are pioneering safe, trustworthy and powerful artificial intelligence

Portfolio highlights

• Swurf — The work surfing platform. Making it easy for venues to welcome a new community of remote workers.
• Pommelhorse — We develop technology that makes digital communication more Human - We're a vision digital signal processing technology startup
• Machines With Vision — Transforming the maintenance of linear infrastructure using millimetre-accurate mapping.