Top 35 Hardware Startup Investors in Hungary (May 2026)

Portfolio highlights

• deskbird — Most intuitive and people-centric - deskbird's hybrid workplace solution that employees will love. For all flexibe companies, from startup to corporate.
• Renewabl — Renewabl is the platform that allows companies to meet their decarbonisation targets quickly and efficiently by matching renewable energy certificates directly from hydro, wind and solar on a 24/7-hour basis.
• Commsignia — Commsignia specializes in the research and development, manufacturing and distribution of cooperative intelligent transportation systems. Its product line includes a V2X Communication Software Stack and Commsignia’s own security stack implementation, Hybrid V2X/ADAS Safety Applications, a V2X Simulator, On-Board Units (OBU) and Roadside Units(RSU).The company was founded in 2012 and is headquartered in Santa Clara, California.

Portfolio highlights

• FLOWX.AI — FLOWX.AI wraps and orchestrates legacy systems, making it incredibly easy for enterprises to create web and mobile front-ends for mission-critical business flows. The revolutionary AI-enabled Apeiron UX engine is able to automatically create a modern, intuitive front-end for customers and employees, helping to consolidate in a unified UI all thebusiness logic cross-systems.This enables companies with complex technology landscapes to create and launch mission-critical digital products fast, and then facilitate an easy path forward to full digital transformation.The revolutionary novel approach is 100x faster and cheaper than existing alternatives. FLOWX.AI allows delivery of enterprise-grade mobile and web digital front-ends as fast as 10 weeks, and requires much smaller engineering teams.
• Colossyan — We make video creation simply and stressless. AI video technology allow us to crate video in just a few minutes. Ty out here.
• Commsignia — Commsignia specializes in the research and development, manufacturing and distribution of cooperative intelligent transportation systems. Its product line includes a V2X Communication Software Stack and Commsignia’s own security stack implementation, Hybrid V2X/ADAS Safety Applications, a V2X Simulator, On-Board Units (OBU) and Roadside Units(RSU).The company was founded in 2012 and is headquartered in Santa Clara, California.

Portfolio highlights

• iconicchain — iconicchain is on a mission to turn regulatory compliance into an automated, real time process. We disrupt the manual, sample based, Big Four consulting dominated approach by using private, distributed ledgers / blockchains shared between regulated companies, auditors, and regulators.
• BitNinja.io — State-of-the-art server security with an all-in-one platform - Eliminate false positives and experience the proactive full-stack Linux protection
• Blue Colibri — With the Blue Colibri App and engage your workforce! Our cloud based, secure multi platform solution creates a meaningful connection with your non-desk colleagues.

Portfolio highlights

• Algori — Improving FMCG growth with the fastest and most granular insights from 45,000 shoppers in Spain
• Ramani — Ramani is an application for salespeople to track their inventory, register their customers and record their sales transactions.
• Giggle — Giggle is an hourly workforce marketplace serving the flexible needs of the modern labour market. Via instant matchmaking technology, quality assurance system and staffing support, Giggle eases the full staffing, recruiting and employment lifecycle of low skilled workers. The instant and short term matchmaking process provides better schedulingand budgeting opportunities for students, gig workers and employees alike.The company primarily serves hospitality, logistics and retail businesses facing post-covid workforce problems, bridging the demand between rigid operating hours and flexible individual needs.Founded in 2022 in Budapest, Giggle is currently seeking partners, investors and talent to scale across various European markets.

Portfolio highlights

• Duelbox — Customized games for any event. Build an unforgettable event with our ever-growing game universe that's made to be personalized.
• YourAnastomosis — Why are we needed?Until recently, there were no objective methods to evaluate the quality of the practice of vessel anastomosis (vascular suture) for cardiac surgeons, vascular surgeons, and surgical trainees. It was not possible to know how one surgically created vessel suture will behave, and what its long-term effectiveness will be.How arewe solving these challenges?Our technological innovations provide objective feedback about the quality of anastomoses during surgical training. Our method can be used as a convenient and gamified system, for surgical education and training for attendees, learners from all stages of training and levels of expertise. What do we offer?Your Anastomosis offers anastomosis (vascular suture) analysis for surgeons, surgical trainees and medical students. Our technology provides simulated environments, by digitizing and blood flow conditions, and evaluating short and long-term results of the specific vessel. The innovation in our technology allows for an objective assessment of an anastomosis, creating clear surgical and technical suggestions for improvement.
• DiabTrend AI Analytics — Diabetes Diary with Food Image Recognition + Portion Estimation, Personalised Blood Glucose Level Prediction - Hypo + Hyperglycemic Warning - Hba1c Estimation. Integrates with Glucose Sensors Software Integrations - Freestyle Libre

Portfolio highlights

• Livlia — As Hungary’s first hybrid real estate service, portal, and ecosystem, Livlia’s goal is to revolutionize the Hungarian and the regional real estate market with their automatized working methods, modern solutions and professional real estate experts. The platform is launching today with the aim of digitalising and revolutionizing and the entire realestate industry.Ads optimization, developed price strategy, pre-identified customers, all of which can be traced on the platform which is complemented by a dedicated real estate expert. As a result of their modern and digitalised solutions and working methods, they thrive working for one of the most competitive success fees (1,5%) within the Hungarian real estate industry offering more, for less.
• Leopoly 3D & XR — Leopoly offers easy to use 3D and VR software solutions for digital asset creation, customization and assembly, a new generation, multiuser and cross platform CAD software.Leopoly's software solution were used in the first 2 years by over 100 thousand users and were licensed by 20 enterprises, including HP, Orchard, zSpace and others.Leopoly is the only company offering a cross platform (web, native and VR/AR) and social CAD software that can be used by end users and recently introduced its API so companies and developers can also take advantage of the technology and create their own application using easy to use editing capabilities.
• Synetiq — Synetiq helps brands & media producers create high performing video ads from based on biometric data from their target audience and machine learning.Short video: https://www.youtube.com/watch?v=hfO1rtCTGPwClients include BBC, HBO, RTL, Viacom, AMC Networks, Belgian Television, Tesco, CBA, Spar, Telekom, Telenor, Vodafone,Egis, Merck, Heineken, IKEA, Raiffeisen Bank, CIB Bank, Auchan, EON Energy, MOL Oil, Béres, OTP Bank, K&H Bank, Molson Coors, Teva, Richter, MediaMarkt, Kantar TNS, Young & Rubicam, Havas Media, Mito among others.

Portfolio highlights

• Metroc — Creating sales and marketing solutions for the construction & real-estate industry.
• Measurlabs — We provide testing services for any material, product, or chemical, helping product developers and quality managers get the information they need about their products.
• Steady Energy — Steady Energy aims to decarbonize the energy-intensive heating industry starting with residential and district heating.

Portfolio highlights

• Livlia — As Hungary’s first hybrid real estate service, portal, and ecosystem, Livlia’s goal is to revolutionize the Hungarian and the regional real estate market with their automatized working methods, modern solutions and professional real estate experts. The platform is launching today with the aim of digitalising and revolutionizing and the entire realestate industry.Ads optimization, developed price strategy, pre-identified customers, all of which can be traced on the platform which is complemented by a dedicated real estate expert. As a result of their modern and digitalised solutions and working methods, they thrive working for one of the most competitive success fees (1,5%) within the Hungarian real estate industry offering more, for less.
• MITE-CHEM KFT. — Manufacture of pesticides and other agrochemical products
• Gremon Systems — Digitalize your production with Gremon: discover the highest agricultural IT inventions in crop production, monitoring and evaluation of data. Be the first!

Portfolio highlights

• Ivy — We are building a global API for instant bank payments
• Terralayr — Terralayr uses software to collect energy grid-scale storage, which will be required as we strive to make renewable energy more efficient and lucrative.
• Lindus Health — Lindus Health. From recruitment to delivery, we accelerate clinical trials. Our mission is to make health research accessible for everyone, everywhere.

Portfolio highlights

• Glassfy — The only subscription platform for developers and product managers. Glassfy provides the infrastructure to build & optimize subscriptions for mobile applications. You can now add subscriptions easily with a few lines of code, get info about any event happening in real-time, create different paywalls, and test which selling proposition usersprefer.
• Amalia.io — Streamline Sales Compensation. Incentive & Compensation Management platform that accelerates your business while uniting your team.
• Dreamdata — Dreamdata is a B2B Revenue Attribution Platform that gathers, joins, cleans all revenue-related data to present transparent, actionable analysis of what drives B2B revenue. The ultimate B2B multi-touch attribution tool for multi-techstack businesses.

Portfolio highlights

• AI21 Labs — AI21 Labs is an AI lab & product company whose mission is to reimagine the way we read and write by making the machine a thought partner to humans.
• Aifficient.Tech — AIfficient.Tech is a revolutionary platform designed to empower small and medium-sized enterprises (SMEs) through the power of artificial intelligence. With a focus on enhancing productivity, efficiency, and innovation, AIfficient.Tech offers a wide range of AI-driven services tailored to meet the unique needs of businesses across variousindustries. Our mission is to level the playing field for SMEs by providing them with AI solutions that were previously accessible only to industry giants. We aim to help businesses work smarter, not harder, by automating routine tasks and providing real-time data and predictive analytics for informed decision-making. What sets AIfficient.Tech apart is our extensive library of 1,500 predefined and trained Autonomous AI Agents, classified using ONET codes, that cater to a wide array of functions and industries. These roles act as intelligent virtual employees, known as Cognitive Autonomous Agents, that integrate seamlessly into existing workflows.
• RAD-AID International — RAD-AID International is dedicated to improve radiology services in the developing world and poor areas.

Portfolio highlights

• sento.io — sento.io builds infrastructure to enable effortless B2B data exchange
• Rebill — Rebill provides merchants with a unique control panel, and an API (programmatic environment) as well as pre-made payment pages so they can sell online in multiple regions very quickly, integrating with the financial entities and payment gateways they want.All customer's information, including non-sensitive card and subscription information,are stored at Rebill. Who, in turn, manages the recurrence of the collection of subscriptions, monitoring of card expiration and automatic collection retries to avoid delays and securing a predictable revenue model.Rebill is the last mile solution to improve the shopping experience for international stores. Provides flexibility to change providers: banks, or payment gateways, without losing information and in a matter of minutes.From Rebill, businesses can integrate multiple cloud services such as CRM (for customer management), or ERP (for business management), as well as local invoicing systems, among others.
• SEON — SEON Fraud Prevention tools help organisations reduce the costs and resources lost to fraud. Spot fake accounts, slash manual reviews and cut chargebacks now.

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

• autone — Autone is a SaaS operational platform enabling retail & CPG businesses to make optimal decisions easily and quickly
• Genie — Genie is a productive web development framework in Julia. Build web applications, UIs, backends, integrate with databases, set up web services and APIs.
• Purpose Green — Purpose Green operates as a climatetech company.

Portfolio highlights

• Vianode — Vianode is a producer of sustainably engineered battery materials.
• Devnya Cement — Devnya Cement is a cement company that operates in the wholesale construction products industry.
• Angelini Pharma — Angelini is committed to identifying health solutions with a prevalent focus on the areas of Central Nervous System (CNS), including pain, and Rare Diseases. The Company is also a leading player in the Consumer Health sector,

Portfolio highlights

• Volteum — Is there enough charge in the car for the next trip? When will the vehicle go out of charge? What is the optimal route? These are questions that arise every day when driving an EV. And these just get a lot worse if we are not talking about individual vehicles but 100s of them like electric van delivery fleets, public transport with e-buses or e-carcompany fleets. For them, electric vehicles are much more expensive and difficult to operate than normal petrol or diesel ones, not to mention the constant fear of running out of charge with 100s of vehicles at the same time. Volteum solves these issues for them every day.At Volteum our goal is to enable every company to use EVs as easily, effectively and economically as internal combustion engine vehicles. For this we are developing a software with which fleet operators can optimize their vehicles every day. The product has three main pillars: Firstly, we model and predict the energy consumption and the battery state of charge along the routes with our EV simulation engine. Secondly, based on this we plan optimal trips for the vehicles taking into account the charging needs, time, distance and costs as well. Thirdly, we also manage the daily tasks of the fleet and optimize their operation based on live data.With Volteum electric fleets save money as we optimize their fleet composition, the daily tasks, routes and the charging needs cost-effectively. They can also make sure none of the vehicles will go out of charge thanks to our simulation engine. Last but not least we save loads of human resources, manual calculations and planning with our algorithms. With this we can ensure that all tasks and routes will be covered just as easily and comfortably as with their old vehicles.
• Colossyan — We make video creation simply and stressless. AI video technology allow us to crate video in just a few minutes. Ty out here.
• FLIT Invest — FLIT Invest is an automated impact investing app that aligns your investments with your values. Vote with your dollars, grow your wealth, and track your impact.

Portfolio highlights

• Delicious Data — Delicious Data offer a demand forecast engine to solve the problem of planning uncertainty in the food service and catering industry. Delicious Data machine learning solution enables kitchen chefs to optimize purchase and production planning saving valuable resources and reducing costs.
• FairMoney — Digital banking and Instant Loans in Nigeria providing collateral-free personal loans, a bank account with free bank transfers, and zero convenience fee on b...
• Deligo Vision Technologies — Simple and effective automation of checkout in contract catering.

Portfolio highlights

• On Robot — On Robot manufactures robot equipment for automation tasks throughout the industry. It provides plug and produce end-of-arm tools and software solutions that help manufacturers take full advantage of the benefits of collaborative robots.The company integrates grippers, sensors, and other cobot equipment to facilitate the use of technology inapplications such as packaging, quality testing, material handling, machine tending, assembly, and welding.On Robot was founded in 2015 and is based in Odense, Denmark.
• OptoForce — Started as a university spin-off in the field of robotics, OptoForce designs and manufactures special 3-axis tactile sensors and multi-axis load cells with a novel technology. Their sensors are mostly used in applications with high likelihood of extreme overload and in automation where min. 3 component force measurement is needed.
• Coalescent Mobile Robotics — Coalescent Mobile Robotics is a robotics company developing mobile robots to automate in-store transportation processes in the retail industry.

Portfolio highlights

• Hero — Hero is a B2B payments and financing platform, offer direct online payment experience and receive your money immediately.
• Pillar — Pillar is a fintech credit platform that allows retail consumers to monitor, build and grow their credit footprint as well as access a credit facility through the Pillar credit card.
• Pillar Financial Technologies — All-in-one Financial Platform for Small Businesses

Portfolio highlights

• baoba — Creating an API-driven marketplace for geo-triggered coverages for the embedded insurance industry.
• Eagle Genomics — Unlocking radical innovation by enabling the conversation between microbiome data and the scientist
• XS Matrix — Our mission is to help organizations prevent security breaches by establishing a prudent and automated auditing process to discover employees with high digital risk factor.

Portfolio highlights

• Haltian — End-to-end IoT solutions and world-glass product design services from Haltian
• Commsignia — Commsignia specializes in the research and development, manufacturing and distribution of cooperative intelligent transportation systems. Its product line includes a V2X Communication Software Stack and Commsignia’s own security stack implementation, Hybrid V2X/ADAS Safety Applications, a V2X Simulator, On-Board Units (OBU) and Roadside Units(RSU).The company was founded in 2012 and is headquartered in Santa Clara, California.
• Value.Space — Space based risk assessments & monitoring

Portfolio highlights

• AutoCore — AutoCore is a technology company specializing in the research and development unmanned and autonomous driving systems.
• Pico MES — Pico MES is a computer software company that offers computer software designed for factory and machinery control. Its driven by its mission is to empower small & mid-sized manufacturers in the United States to take control of their own continuous improvement journey. Using our innovative platform and suite of tools, manufacturers collect andharness the power of data, gaining valuable insights, and taking control of their processes.
• Bynav Technology — Bynav specializes in the development of GNSS high-precision positioning core components, and is committed to providing reliable high-precision positioning in demanding environments. With GNSS signal processing algorithm, RTK algorithm and multi-source fusion algorithm as the core, the company has developed a series of products such as GNSS ASIC,GNSS OEM board and GNSS/INS receiver used in autonomous driving, surveying and mapping, aerospace and industrial control.

Portfolio highlights

• Sync Savings — Rebuilding the infrastructure of cash savings
• Superlayer — Superlayer drives better performance for sales teams, leveraging and automating best practices to close more deals in less time.
• Morphoses — Unlocking Potential: Empowering 6-17 Year-Old Learners with Future-Focused Soft Skills for Education and Employability

Portfolio highlights

• Salv — Smart AML solutions. Detect and mitigate money laundering risks through advanced transaction monitoring, sanction screening, and KYC risk scoring.
• Soveren — Soveren helps engineering and security teams protect personal data by detecting privacy risks and analyzing real-time data flows within your infrastructure.
• beatvest — An investment platform supporting do-it-yourself portfolio building with education and tools

Portfolio highlights

• Trezy — Trezy is smart & simple software the helps you manage your business with real-time finance insights & automated cash-flow forecasting.
• Valve — Valve - the Global Industry System for Flexible Workspace
• hakuna — Integrate the right protection for all kinds of products directly into your online shop. Make your customers happy and benefit from additional revenue at the same time!

Portfolio highlights

• Commsignia — Commsignia specializes in the research and development, manufacturing and distribution of cooperative intelligent transportation systems. Its product line includes a V2X Communication Software Stack and Commsignia’s own security stack implementation, Hybrid V2X/ADAS Safety Applications, a V2X Simulator, On-Board Units (OBU) and Roadside Units(RSU).The company was founded in 2012 and is headquartered in Santa Clara, California.
• ElevenLabs — Research Lab. Exploring new frontiers of voice generation. We are researching and deploying novel methods in voice AI to make content enjoyable in any language and voice to benefit new audiences and viewers. Our mission is to make content universally accessible in any language & voice.
• Continuum Industries — Continuum Industries is a developer of Optioneer, the leading software for linear infrastructure optioneering.

Portfolio highlights

• sento.io — sento.io builds infrastructure to enable effortless B2B data exchange
• Rebill — Rebill provides merchants with a unique control panel, and an API (programmatic environment) as well as pre-made payment pages so they can sell online in multiple regions very quickly, integrating with the financial entities and payment gateways they want.All customer's information, including non-sensitive card and subscription information,are stored at Rebill. Who, in turn, manages the recurrence of the collection of subscriptions, monitoring of card expiration and automatic collection retries to avoid delays and securing a predictable revenue model.Rebill is the last mile solution to improve the shopping experience for international stores. Provides flexibility to change providers: banks, or payment gateways, without losing information and in a matter of minutes.From Rebill, businesses can integrate multiple cloud services such as CRM (for customer management), or ERP (for business management), as well as local invoicing systems, among others.
• SEON — SEON Fraud Prevention tools help organisations reduce the costs and resources lost to fraud. Spot fake accounts, slash manual reviews and cut chargebacks now.

Portfolio highlights

• SEON — SEON Fraud Prevention tools help organisations reduce the costs and resources lost to fraud. Spot fake accounts, slash manual reviews and cut chargebacks now.

Portfolio highlights

• Sereact — Discover the world's easiest pick-and-pack automation solution. Significant cost savings, productive 24/7, deployment in one day and no training required.
• Grasp — Grasp mission is to increase the rate at which humans learn.
• Amperecloud — ampere.cloud is Renewables & Environment company

Portfolio highlights

• Volteum — Is there enough charge in the car for the next trip? When will the vehicle go out of charge? What is the optimal route? These are questions that arise every day when driving an EV. And these just get a lot worse if we are not talking about individual vehicles but 100s of them like electric van delivery fleets, public transport with e-buses or e-carcompany fleets. For them, electric vehicles are much more expensive and difficult to operate than normal petrol or diesel ones, not to mention the constant fear of running out of charge with 100s of vehicles at the same time. Volteum solves these issues for them every day.At Volteum our goal is to enable every company to use EVs as easily, effectively and economically as internal combustion engine vehicles. For this we are developing a software with which fleet operators can optimize their vehicles every day. The product has three main pillars: Firstly, we model and predict the energy consumption and the battery state of charge along the routes with our EV simulation engine. Secondly, based on this we plan optimal trips for the vehicles taking into account the charging needs, time, distance and costs as well. Thirdly, we also manage the daily tasks of the fleet and optimize their operation based on live data.With Volteum electric fleets save money as we optimize their fleet composition, the daily tasks, routes and the charging needs cost-effectively. They can also make sure none of the vehicles will go out of charge thanks to our simulation engine. Last but not least we save loads of human resources, manual calculations and planning with our algorithms. With this we can ensure that all tasks and routes will be covered just as easily and comfortably as with their old vehicles.
• Trace.Space — Engineers develop complex products 10x faster with Trace.Space. Requirements management for the next generation
• Munch - (B)eat food waste! — Munch operates a marketplace for restaurants, supermarkets, bakeries and cafes to sell their surplus food to consumers at a discounted price.

Portfolio highlights

• MOOW — Our company is focusing on the development of an innovative opto-electric pH and temperature sensor and a CO2 and NH3 detector combined with IT technologies in order to maintain dairy cattle health, improve feed efficiency and increase milk production and ultimately the business profitability.Moow rumen bolus is designed to provide continuous andreliable measurement of the pH level and temperature of the rumen. The detector measures the CO2 and NH3 concentration in the stable to provide the perfect environment. All data is transmitted automatically first to the Base Station and then to a cloud-based system which allows farmers, vets and scientists to process the information and deal with unexpected issues.
• On Robot — On Robot manufactures robot equipment for automation tasks throughout the industry. It provides plug and produce end-of-arm tools and software solutions that help manufacturers take full advantage of the benefits of collaborative robots.The company integrates grippers, sensors, and other cobot equipment to facilitate the use of technology inapplications such as packaging, quality testing, material handling, machine tending, assembly, and welding.On Robot was founded in 2015 and is based in Odense, Denmark.
• Cursor Insight — Cursor Insight, a software development company, is changing the cybersecurity market by world-class movement analysis solutions. The company develops a human motion analysis algorithm capable of processing data recorded with various movement capturing devices from electronic signature pads to computer mouse. Cursor Insight is a U.K.-based companythat was founded in 2013 by Tamas Zelczer and Bence Golda.

Portfolio highlights

• Nous — Find out exactly how your household finances will be affected by the cost-of-living crisis with Nous on your side.
• Screenloop — Screenloop is the hiring intelligence platform that allows you to source candidates, analyse interviews, and automate the reference process.
• SEON — SEON Fraud Prevention tools help organisations reduce the costs and resources lost to fraud. Spot fake accounts, slash manual reviews and cut chargebacks now.

Portfolio highlights

• Shapr3D — Shapr3D is an intuitive CAD tool built to make 3D modeling easier and quicker. Download the app for free!
• Colossyan — We make video creation simply and stressless. AI video technology allow us to crate video in just a few minutes. Ty out here.

Portfolio highlights

• SEON — SEON Fraud Prevention tools help organisations reduce the costs and resources lost to fraud. Spot fake accounts, slash manual reviews and cut chargebacks now.

Portfolio highlights

• Kooky — - What is kooky? kooky is a digital cup smart system and offers you the possibility to dispose your reusable cup on your way in an easy and sustainable way through kooky boxes.- How does kooky work? You order your drink as usual and get it in a kooky cup. You simply pay for the drink plus 1 CHF deposit. When you return the cup in a kooky drop offbox, you will immediately get your 1 CHF deposit credited in the wallet of your app.- What do I have to do when I got the cup with the drink? Simply scan the QR code of the cup with the kooky app (registration required), and the cup will be paired to your app account.- Where can I return the cup? In all the kooky boxes around town and in all the venues of the kooky network. You can find both in the app.- How do I get my credit? In order to withdraw the credit in your app wallet, you need to enter your bank details in the app. Then you submit a payout request of the desired amount. Kooky only takes a 10% fee as cost of service, you will receive a receipt for each withdrawal.- What does kooky do with the cups? Our employees empty the kooky boxes and bring the cups to our rinsing logistics. There, they are cleaned according to hygiene regulations and standards, picked, packed and distributed to our partners again.- Are e-vehicles used for logistics? Yes, the logistics for collecting and distributing the cups takes place exclusively with electric vehicles.
• Kitchenful — Kitchenful is an app for personalized recommendations of recipes, which gets users the ingredients delivered from their local supermarket. Kitchenful's algorithm always suggests the most popular recipes that are 40% cheaper than meal kits.
• SEON — SEON Fraud Prevention tools help organisations reduce the costs and resources lost to fraud. Spot fake accounts, slash manual reviews and cut chargebacks now.