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Top 50 Machine Learning Startup Investors in Middle East in July 2025

Last updated: Jul 2025 A list of 50 angel investors and VC (Venture Capital) funds that invest in Machine learning startups based in Middle east. We rank investors based on the number of investments they made in Machine learning companies from Middle east. We update this investor list every month.

Top 50 Machine Learning Startup Investors in Middle East in July 2025

Investor	Machine Learning Middle East investments
OurCrowd	22
StageOne Ventures	13
Grove Ventures	13
lool ventures	11
Firstime Venture Capital	10
Vertex Ventures Israel	9
Diffusion Capital Partners	8
TLV Partners	8
Tal Ventures	8
Terra Venture Partners	8
Emerge Ventures	8
F2 Venture Capital	7
Cardumen Capital	7
Flashpoint	6
Hetz Ventures	6
Israel Innovation Authority	6
SeedIL Ventures	6
Awz Ventures	6
Glory Ventures	5
Flint Capital	5
Jerusalem Venture Partners (JVP)	5
Glilot Capital Partners	5
Moneta VC	5
2B Angels	5
Varana Capital	5
RTP Global	5
VentureSouq	5
Insight Partners	5
Samsung NEXT	5
State of Mind Ventures	4
Magma Venture Partners	4
Wa’ed Ventures	4
iAngels	4
TPY Capital	4
Viola Ventures	4
Boğaziçi Ventures	4
Ariel Maislos	4
Blumberg Capital	4
i3 equity Partners	4
Trendlines Group	4
Saudi Aramco Entrepreneurship Ventures	4
Entrée Capital	4
Jibe Ventures	4
Maniv Mobility	4
Disruptive Technologies Venture Capital	4
Kibbutz Yiron	4
Sente Ventures	4
Next Gear Ventures	4
LionBird	4
Dell Technologies Capital	4

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Investment focus

Software, Artificial Intelligence, Machine Learning
Series B, Series A, Seed
Israel, United States, New Zealand

Portfolio highlights

Lidwave — Lidwave’s deep-tech solution revolutionizes 3D sensing and the verticals relying on it by examining the biggest challenge in LiDAR technology from a new perspective, free of bandwidth limitations.
Kando — Kando is an end-to-end solution that creates continuous awareness of events in the collection system. Kando enables utilities to remotely and continuously improve their operations by providing the following features:• Realtime wastewater quality data across the collection system • Pinpoint sources of pollution • Early warnings of damaging WWTPinfluent quality • Machine learning that evolves with your network • Autonomous sampling units • User fee calculator • Customized pollution alerts • A user-friendly, online interface • Detection of COVID-19 infection rates (New)The combination of these actionable insights results in:• Reduced CAPEX/OPEX • Greater WW reuse capabilities • Improved public health • Cleaner environmentsKando has been deployed in Los Angeles, Milan, Brisbane, and many other cities. To gain a greater understanding of how our system can help your organization, visit our homepage at www.kando.eco.
Blue Tree Technologies Ltd. — Blue Tree’s mission is to develop a sugar reduction platform for industrial applications in the drinks industry.

StageOne Ventures, leads investments in exceptional Israel-related entrepreneurs. We focus on early-stage transformative deep tech startups solving complex enterprise challenges.

Investment focus

Software, Artificial Intelligence, Machine Learning
Seed, Series A, Series B
Israel, United States, France

Portfolio highlights

Coralogix — Coralogix is a streaming platform for modern engineering teams. Coralogix’s Streama© technology produces real-time insights and long-term trend analysis with no reliance on storage or indexing, solving the challenge of data growth in large-scale systems.Ingest data from any source for a single, centralized platform to manage, monitor, and alertyour applications. As data is ingested, Coralogix instantly narrows millions of events down to common patterns for deeper insights and faster troubleshooting.Machine learning algorithms continuously observe data patterns and flows between system components and trigger dynamic alerts so you know when a pattern deviates from the norm without static thresholds or the need for pre-configurations.
Siit — Siit is a modern IT service management platform. Conversational, integrated and AI-powered service desk for IT and internal operation teams. Simplify internal operations today!
Backline AI — Backline AI agents automatically deploy trustworthy code and configuration changes at scale, freeing your team from impossible backlogs.

Grove Ventures is a leading early-stage venture capital fund in Israel. It partners early with exceptional Israeli founders who believe th...

Investment focus

Artificial Intelligence, Machine Learning, Software
Seed, Series A, Series B
Israel, United States

Portfolio highlights

Enzymit — Enzymit's platform technology can build molecular machines that enable never before seen chemistry aiming to solve humanity's greatest challenges
LimitlessCNC — Limitless CNC is an AI-powered technology intended to improve CNC machining operations. It offers an AI CAM agent that works with NX-CAM to give industry-specific strategies and operations.
Quantum Source — Quantum Source is on a clear path to the most powerful, cost-effective, practical photonic quantum computer. Learn more.

We find and work with Israel’s best founders who are driven by a clear vision of how the world or an industry could be better. We share their obsession with bringing that vision to life. We do this at the very start of their journey. We are Israel’s Seed Fund.

Investment focus

Software, Artificial Intelligence, Machine Learning
Seed, Series A, Series B
Israel, United States, Indonesia

Portfolio highlights

ai.work — Amplify your team with intelligent AI Workers connected to your systems, knowledge, and policies - built to work the ticket queues, automate the repetitive tasks, and get things done - lightning fast.
Beewise — Beewise offers robotic beehives that operate with minimal human intervention, by utilizing AI-powered precision robotics. The company's solution automates all beekeeping activities in order to increase yield, reduce colony loss, and eliminate the use of chemical pesticides. We are the first comprehensive solution that keeps bees alive, inspite of all the stressors and challenges they face, allowing them to thrive, pollinate, and produce honey.
Eleos Health — Eleos Health provides AI-powered, highly compliant documentation automation to ease the operational burden on behavioral healthcare providers.

Firstime Ventures is investing in companies who are building a sustainable & accessible future for all.

Investment focus

Software, Machine Learning, Artificial Intelligence
Seed, Series A, Series B
Israel, United States, United Kingdom

Portfolio highlights

Baibys — Baibys is a medical automated platform that provides AI and robotics-based autonomous sperm selection solutions for IVF.
Securithings — Bringing IT Standards to the IoT Space.
STAX Engineering, Inc. — The STAX mission is to help 1 billion people significantly through new technologies that promote health, sustainability, reduced environmental toxins, and reduced global warming.

We partner early with global-minded entrepreneurs seeking to disrupt large markets

Investment focus

Software, Information Technology, Artificial Intelligence
Series B, Series A, Series C
Israel, United States, Canada

Portfolio highlights

Navina — Navina uses medically-informed AI to replace disorganized patient data with an intuitive Patient Portrait - a logical grid that makes it possible for every primary care physician to assess even the most complex cases in minutes. Designed for and loved by physicians, Navina allows for high quality and empathic patient care, resulting in better treatment, reduced missed diagnoses and enhanced financial performance for providers and payers.
FireDome — FireDome's innovative wildfire defense system utilizes a two-tiered approach. First, a mechanical launcher rapidly deploys a protective barrier to block the direct path of encroaching wildfires. Second, the system actively and swiftly detects and extinguishes spot fires caused by airborne embers tha
D-Fend Solutions — Discover D-Fend Solutions' approach to counter-drone technology, ensuring control and safety in drone threat situations across sectors.

Diffusion Capital Partners (DCP) is Turkey's leading Venture Capital fund manager with a focus on deep-tech opportunities.

Investment focus

Software, Information Technology, SaaS
Seed, Series A, Funding Round
Turkey, United States, United Kingdom

Portfolio highlights

Khenda — Khenda is an AI-based video analytics platform that helps manufacturing plants to increase their safety, efficiency, and quality at production lines by analyzing manual activities.
Mixer Games — Pioneers who shape the entertainment of the future
Gowit Technology — GoWit is a leading AdTech company, specializing in a multi-channel Retail Media Ads platform for online retailers. Our main objective is to empower businesses with comprehensive advertising solutions and maximize ad monetization. To reach a broader audience, we offer a variation of on-site & off-site advertising options such as SponsoredProducts, Sponsored Brands, Display, Video and In-Store Ads. With a clear focus on transparency, we are committed to helping our partners establish a powerful presence in the ever-growing world of retail.

TLV Partners is an Israeli VC firm investing in early-stage startups and partnering with innovative entrepreneurs to build category-defining companies.

Investment focus

Software, Artificial Intelligence, Machine Learning
Seed, Series A, Series B
Israel, United States

Portfolio highlights

Bonfy.AI — Bonfy.AI is a software company that allows users to secure from cybersecurity threats, privacy violations, and regulatory compliance issues.
Buildots — AI-powered progress tracking that accurately measures site performance and reduces delays by up to 50%.
Unframe — Unframe solves all your AI use cases with secure, scalable solutions on one unified platform. Say goodbye to generic software and complex implementations. Get tailored AI solutions in days, not months.

TAL Ventures (TAL) is an Israel based Venture Capital group with deep ties to the Israel high-tech ecosystem.

Investment focus

Software, SaaS, Artificial Intelligence
Seed, Series A, Series B
Israel, United States, Cyprus

Portfolio highlights

SuperC AI — Connect residents and foster engagement with a centralized community calendar that brings all city events into one easy-to-access platform
BeWith.io (Superc AI) — Connect residents and foster engagement with a centralized community calendar that brings all city events into one easy-to-access platform
Anchor — Freedom from the burden of invoicing and collections. One platform to make your billing cycle flow. Autonomously. Get paid on time, slash costs, and delight your customers.

We are an early stage venture capital firm dedicated to partnering with inspiring entrepreneurs to build breakthrough companies

Investment focus

Artificial Intelligence, Machine Learning, Software
Seed, Series A, Series B
Israel, United States

Portfolio highlights

ViewNetic — ViewNetic is an AgTech startup developing unique imaging and machine learning technologies for early, pre-propagation detection of pests and diseases in high-value crops.
Infiniplex — Infiniplex is an Israel-based startup whose mission is to utilize routine blood testing to screen for genetic tumor biomarkers and to offer preemptive, preventive, and follow-up cancer screenings at a more accessible and affordable cost. Our goal is to identify common and rare cancer types through a standard, inexpensive blood test that could becarried out as part of routine checkups, leveraging existing laboratory equipment and know-how. We aim to include tumor genomic testing as part of people's standard blood test checkups. The company was founded in 2021 and is based in Yokne'am Illit, Israel.
Intuition Robotics — The AI care companion robot for older adults

Emerge is an early stage, Tel-Aviv based Venture Capital firm, partnering with exceptional tech-innovators and helping them do whatever it takes to win.

Investment focus

Software, Artificial Intelligence, Information Technology
Series A, Seed, Series B
Israel, United States

Portfolio highlights

Loora — Unlock your full potential with Loora, your very own AI English tutor. Engage in real conversations with Loora anytime, anywhere, and on any topic!
Stigg — Use Stigg's software and APIs to get easy fine-tuned control over what can be priced and packaged separately. Rapidly tweak, test and roll-out your pricing and packaging with no-code.
Chamelio — Chamelio builds intelligent technology for in-house legal teams. We understand that every in-house legal team operates uniquely - shaped by their industry context, company culture, and strategic priorities. Our platform adapts to these distinct characteristics, delivering hyper-personalized workflows that evolve with your team's specific needs.

F2 Capital is a specialized seed stage venture capital fund backing Israeli founders at the junction of big data, artificial intelligence and connectivity.

Investment focus

Software, Information Technology, Artificial Intelligence
Seed, Series A, Series B
Israel, United States

Portfolio highlights

257 — The residential energy data platform
Doti AI — At Doti, we understand how frustrating it can be to waste valuable time searching for information. That’s why we created a smarter way to work—AI-powered tools that give you the answers you need, exactly when you need them.Imagine a workplace where every question is answered instantly, and every moment is spent moving forward. With Doti, yourteam can eliminate obstacles, focus on what truly matters, and achieve more together.Built with trust and responsibility at its core, Doti empowers you to work faster, smarter, and safer—redefining what’s possible in a data-driven world.Join us in transforming the way teams innovate, collaborate, and thrive.
Sett — Sett AI is building technology that helps mobile game teams find winning creatives faster and grow their games into global hits.

We are an early-stage venture capital firm that invests in visionary founders transforming the world through technology.

Investment focus

Software, Artificial Intelligence, SaaS
Seed, Series A, Pre-Seed
Israel, United States, United Kingdom

Portfolio highlights

bananaz — An end-to-end change management solution that helps engineering teams iterate faster, smarter, and with total confidence.
Verax AI — Seeks to be the leading provider of enterprise-grade trust solutions for Generative AI, enabling companies worldwide to build or adopt any Generative AI agent with confidence
Alison AI — Stop wasting time and money on A/B testing. Analyze data, create impactful creatives, and optimize for outstanding results.

Venture capital serves as funding for emerging, inventive enterprises poised for rapid expansion.

Investment focus

Software, SaaS, Machine Learning
Series A, Seed, Funding Round
United States, Israel, United Kingdom

Portfolio highlights

iDWELL — iDWELL (www.idwell.com) is a revolutionary CRM cloud software and tenant app, especially designed for the next generation of real estate management. It enables the automation of routine processes, and bundles as well as optimizes all communication between the stakeholders of a property, including service providers, asset managers, landlords,tenants and property managers. Currently, more than 750,000 apartment units are managed with the assistance of iDWELL.The iDWELL ticketing system and the connected tenant app automates routine maintenance tasks with regards to handling and reporting damages. This allows iDWELL customers to focus on more important and revenue-generating tasks. The iDWELL marketplace provides further opportunities to service tenants and landlords while generating revenue.
Crowded — Banking for Greek Life that allows you to seamlessly pay dues, P2P transfers, deposits, and make payments with your virtual debit card. Tailored tools for events, ticketing, chat organizational management and more.
INXY Payments — EU-licensed crypto platform enabling businesses to securely and legally accept, send, and exchange cryptocurrencies.Accept Crypto using Customizable Payment Gateway API:- Easily receive payments in multiple cryptocurrencies; - Auto-convert crypto to Euro or stablecoins; - Automated Bank settlement with full reporting; - Reach Millions of CryptoUsers for Increased Sales.Automate Crypto Payouts to Affiliates, Publishers, Suppliers & Employees:- Automate thousands of payments using file or API; - Automatically convert your assets to crypto for Mass Payouts; Tailored reports to suit accounting needs.Exchange crypto or fiat at low fees:- Direct transactions, avoiding large public exchange platforms; - Manual and automated exchange; - Easy & fee-free withdrawals  to any supported E-wallets or affordable transfers to bank account.Stay Compliant & Informed:- Real-time transactions monitoring (KYT) for safe dealings; - Comprehensive Transaction History & Detailed Reports; - Ensure EU Compliance with Our VASP crypto license; - Audit-Ready for Smooth Accounting. Tailored reports to suit accounting needs.INXY Payments: Simplifying crypto adoption for businesses. Save money, unlock crypto's potential, and seamlessly bridge Web2 to the future. Join us in making cryptocurrency as easy as fiat.

We are Hetz Ventures, a team of investment professionals backed by some of Europe's most successful and best-connected investors. We driven by professional and open communication and swift decision making. We help startups to create.

Investment focus

Software, Artificial Intelligence, Information Technology
Seed, Series A, Series B
Israel, United States, France

Portfolio highlights

Faireez — Optimizing tenants' lifestyle and convenience through enabling them with a hotel-like home cleaning service
Aligned — Aligned moves the chaotic back-and-forth, into single a customer workspace, that helps manage deal complexity and standardize playbooks.
Gomboc.AI — At Gomboc.ai we solve cloud infrastructure security policy deviations by providing tailored remediations to the IaC (Infrastructure as Code) while insisting on keeping functionality, architecture, performance and resilience.

The Israel Innovation Agency, the Innovation Authority, was established in 1965 as the Office of the Chief Scientist of the Ministry of Industry and Trade and was designed as a body that supports R & D conducted in the framework of government research institutes. Industrial development in order to increase industrial exports of high-techproducts. The Chief Scientist focused on reducing the risk by participating in financing the project, which the private companies chose and led.

Investment focus

Health Care, Medical Device, Biotechnology
Grant, Seed, Pre-Seed
Israel, United States, Mali

Portfolio highlights

i-EcoGuard — I-Ecoguard is pioneering sustainable agriculture with cutting-edge nanoparticle technology. Our objective is to improve greenhouse efficiency, plant health, and crop quality.
Eretz Angels — Eretz Angels supports technology startups in Israel's outskirts at the start of their journey.
Lowental Hybrid — Lowental Hybrid technology combines fuel-based propulsion with electric power, enabling longer operating hours while preserving the low noise levels characteristic of electric systems.

SeedIL Ventures is a seed stage investment fund focusing on Israeli related companies in any sector except medtech/biotech and heavy Hardware. After investment, SeedIL is committed to ensuring that portfolio companies reach their full potential by providing on-going coaching and connections through its extensive network, including the Limitedpartner's connections and intelligence.

Investment focus

Artificial Intelligence, Software, Big Data
Seed, Series A, Pre-Seed
Israel, United Kingdom, Australia

Portfolio highlights

Wisor — Propelling the supply chain industry into the digital age Wisor is a plug & play solution that provides a global automated quoting solution that allows freight forwarders to generate quotes and communicate with clients automatically Get a demo What took days now takes minutes Wisor is specifically designed to support and simplify the complexity of generating quotes
BlinqIO — Autonomously develop and maintain flawless automation code, combining Generative AI's power with human oversight for scalable testing solutions
Treetoscope — The first and only commercial device that senses the internal water flow of a plant and directly measures its water consumption and real-time irrigation needs. without extrapolations based on indirect sensing technologies.Treetoscope offers a SaaS irrigation management platform, based on direct plant sensing technology. We tackle one of the mostcrucial challenges farmers face today: water scarcity and irrigation optimization. Our groundbreaking ag-tech enables the unprecedented measurement of real-time actual water use of trees (based on our patented single probe Sap Flow sensor). Through the Treetoscope solution, growers gain great value as a result of the affordability, scalability, and ease of deployment of our technology.

AWZ is a Canadian corporation that imports knowledge, know-how and technology from Israel, a global leader in the homeland security sector, to advance and implement state-of-the-art, integrated, customized and comprehensive cyber security, intelligence, and physical security solutions and services for business and government in Canada and globally

Investment focus

Software, Machine Learning, Artificial Intelligence
Seed, Series A, Funding Round
Israel, Canada, United States

Portfolio highlights

DeepKeep — DeepKeep safeguards AI with AI-native security and trustworthiness from the research and development phase of machine learning models through risk assessment, prevention, detection and mitigation.
KTrust — At KTrust, we redefine Kubernetes (K8s) security. Mastering K8s attack flows, we uncover innovative paths, validate real exposures, and automate mitigation for your unique ecosystem. Our K8s-native Continuous Threat Exposure Management (CTEM) approach blends CVEs, MITRE, and unique K8s attack flows, ensuring K8s-first businesses stay ahead ofevolving threats. Our platform offers comprehensive K8s Risk Prioritization, Breach and Attack Simulation, and Ransomware Protection – all consolidated in one place. We guarantee the security and validation of your K8s exposure ecosystem.
NanoPass Technologies — NanoPass is continuously engaged in joint clinical development with top pharmaceutical companies, to demonstrate the benefits of its technology for various indications.

Glory Ventures is a cross-border venture capital fund established by a new generation of investors with a global perspective. Already achieving excellent performance, the investment team has plentiful experience in both China and Israel's high-tech and venture capital industries. The unique advantages by which Glory Ventures distinguishesitself from other domestic venture capitalists lie in the fact that it is a research-driven VC that realizes the value of an entire industrial value chain. They integrate industrial resources from the private equity markets and public-listed companies to build strategic synergy. They deliberate exits by both M&A and IPO, taking into consideration both opportunities. Thus, they strive to build an ecosystem across various industries through investment in specific value-chains and providing value-added services that lead to synergetic exits. With a clear multi-industrial positioning backed by their professional and outstanding investment team, Glory Ventures has been highly recognized by Chinese first-class investors and has won the strategic investments of famous organization such as Banyan Capital, major shareholders from various A-share listed companies, founding team of Dianping.com, and many others, making it a top-tier investment ecosystem combining early-stage venture capital investment and the integration of high-end entrepreneurs and industrial resources. Currently, Glory Ventures invests actively in Israel and China, but their global vision encompasses much more. In Israel, Glory Ventures invests in customer-proved, disruptive innovative companies which are synergistic with China’s enormous consumer market, including companies in the field of intelligent hardware, IoT, AI, computer vision. In China, Glory Ventures invests in subsectors such as B2B enterprise service, consumption upgrade, and IoT. Their portfolio includes 20+ stellar companies in the fields of AI, IoT, Fintech and consumption upgrade, over half of which have won the follow-up investment from the industrial capital and famous funds like HTC, Quanta Computer, Alibaba, Shanda Networks, Wind, Crystal Optoelectronics, Join-In Group, and Fortune Capital.

Investment focus

Software, Artificial Intelligence, Manufacturing
Series A, Seed, Series B
China, Israel, United States

Portfolio highlights

FuChe Biotech — FuChe Biotech is a biotechnology startup which Empower a clear future and innovative technology.
Dream Chasing Sky — Dream Chasing Sky specializes on electric vertical take-off and landing aircraft research and development.
Silicon Mobile Technology — Silicon Mobile Technology is an AI infrastructure company that specilaizes in large models inference and deployment system to reduce the cost in the AIGC and LLM industries.

Venture capital investments

Investment focus

Software, Information Technology, Artificial Intelligence
Series A, Seed, Funding Round
United States, Israel, United Kingdom

Portfolio highlights

Mitiga — Mitiga proactively stores and enhances forensic data so our experts can start incident investigations fast to get you back to business as usual
Vayu — Discover Vayu, the cutting-edge billing and revenue management platform designed to streamline operations and maximize efficiency for finance teams.
Bluebricks — Bluebricks unlock Ops hurdles, gain instant visibility of your cloud, and decrease changes' blast radius.

Jerusalem Venture Partners (JVP) is a venture capital firm that invests in growth-stage companies. Since its founding in 1993 by Erel Margalit, it has raised US$1.4 billion and invested in more than 140 companies. JVP focuses on investing in cybersecurity, big data, fintech, foodtech, agtech, digital health, enterprise software, storage, mobile,media, and IoT.

Investment focus

Software, Cyber Security, Enterprise Software
Series A, Series B, Seed
United States, Israel, United Kingdom

Portfolio highlights

Datricks — Offering real-time risk detection and control, ensuring continuous financial compliance and enabling you to significantly impact the bottom line of your business
Greeneye Technology — Spray Less, Grow More. Our mission is to dramatically reduce chemicals usage while increasing productivity and profitability for farmers.
Secret Double Octopus — Provider of industry-leading FIDO-certified, rotation-based passwordless MFA with the fullest support for enterprise complexity. Click here for more!

An early-growth leading venture capital fund in Israel, backing Israel's best startups, specializing in cybersecurity & enterprise software.

Investment focus

Cyber Security, Software, SaaS
Seed, Series A, Series B
Israel, United States

Portfolio highlights

Qedma — Qedma is a software development company that develops quantum computing technology.
Guardz — Discover the platform that secures and insures small businesses using AI and a multilayered approach.
LayerX — LayerX enables organizations to turn any browser into the most protected & manageable workspace, protecting from web-borne threats and browsing risk

Moneta is a venture capital firm that invests in Data Science Technology startups and operates 2 parallel funds: Seed and Growth. Moneta specializes in Fintech, Insuretech and Financial-related AI and is supporing its ventures across all stages of their capital development. Moneta is backed by world leading financial institutions in USA, Africa andAsia.

Investment focus

Financial Services, FinTech, Software
Seed, Series A, Series B
Israel, United States, United Kingdom

Portfolio highlights

Vyzer — One platform for investment tracking, financial planning, data-driven insights, document analysis & more! Ideal for diverse portfolios.
Creednz — Creednz is a company that provides financial data management system that involves internal financial data sets.
PrettyDamnQuick — PrettyDamnQuick. Logistics made damn simple. Deliver on time, every time with a smart delivery manager for the Shopify age. Get started now and make delivery your growth engine.

Cheshin Venture Capital - Beyond funding, we provide: mentorship, strategy consulting, connections, and Joyon your way to becoming a truly exceptional company.

Investment focus

Software, SaaS, Artificial Intelligence
Seed, Series A, Funding Round
Israel, United States

Portfolio highlights

Valerann — Valerann empowers road network operators and creates certainty through enhanced use of data - to save lives, reduce congestion, decrease emissions and to support Connected and Autonomous Vehicles (CAVs). We transform the overwhelming, disparate data created by road infrastructure, ITS assets and drivers into meaningful, easily understood insights -unlocked by our Intelligent Traffic Management solutions.
Arya — Arya is building the Couples Wellness category, poised to become the next billion-dollar cornerstone in the global wellness market.Couples are falling into routine and many are experiencing increased loneliness. While billions are spent on fitness, mindfulness, and sleep, emotional and physical intimacy is often neglected. We invest in swipingfor the right partner and then trying to fix it (or spend a fortune divorcing them)... but not much in between.Arya's AI concierge makes it radically easy for couples to invest in their relationship and love life, both inside and outside the bedroom - a crucial ingredient to a successful relationship.
Coralogix — Coralogix is a streaming platform for modern engineering teams. Coralogix’s Streama© technology produces real-time insights and long-term trend analysis with no reliance on storage or indexing, solving the challenge of data growth in large-scale systems.Ingest data from any source for a single, centralized platform to manage, monitor, and alertyour applications. As data is ingested, Coralogix instantly narrows millions of events down to common patterns for deeper insights and faster troubleshooting.Machine learning algorithms continuously observe data patterns and flows between system components and trigger dynamic alerts so you know when a pattern deviates from the norm without static thresholds or the need for pre-configurations.

Varana Capital is an investment firm.

Investment focus

Automotive, Autonomous Vehicles, Artificial Intelligence
Funding Round, Seed, Series A
Israel, United States

Portfolio highlights

APIGen — From connectors to entire backends, APIGen creates robust APIs from your prompts in minutes with GenAI.These APIs are complete with built-in testing, error handling, and security validations. Once created, users can download the complete codebases for these APIs and deploy them immediately to online servers—all accompanied by comprehensivedocumentation.
NeuReality — NeuReality is a deep tech startup focused on making AI inference most cost-effective, energy-efficient and scalable with the first true AI CPU
Arcuro Medical — Arcuro develops a new repair system for meniscus tears of the knee. Arcuro’s proprietary SuperBall repair system consists of a knotless, all-suture anchor and innovative delivery system. The company was founded in 2013.

A global, early-stage venture capital firm, backing founders who use technology to reimagine how the world works like Datadog, DeliveryHero and Cred.

Investment focus

Software, Information Technology, Artificial Intelligence
Series A, Seed, Series B
United States, India, Germany

Portfolio highlights

Paypercut — Paypercut is a fintech startup that allows small and mid-scaled merchants to offer Buy Now, Pay Later at checkout via a single integration.
Trupeer Ai — Trupeer helps anyone transform rough screen recordings into professional product videos and documents using AI.
Insight Health — Insight Health provides an AI-driven platform for healthcare that automates common clinical tasks using various specialized AI agents. The platform features AI agents for patient pre-visit intake and follow-ups, AI-based referral processing, phone triage, appointment scheduling, chart preparation, and clinical documentation capture. This enableshealthcare providers to reduce their administrative workload and focus more on direct patient care.

VentureSouq (VSQ) is a MENA-based venture capital fund manager with a global portfolio. VSQ manages thematic funds, with a current focus on FinTech and ClimateTech.

Investment focus

FinTech, Financial Services, Software
Seed, Series A, Series B
United States, United Arab Emirates, Saudi Arabia

Portfolio highlights

Erad — erad provides growth capital to online businesses. Connect your analytics and receive funding offers, for non-dilutive capital within 48 hours
Nawy — The ultimate real estate broker in Egypt. Browse areas, compounds, and properties by price, location, and amenities to find the perfect place.
Tradoor — Tradoor protects traders, LPs, and the protocol against unforeseen market fluctuations by using clever math and safety measures to enable traders to trade with confidence.

Insight Partners is a global software investor partnering with high-growth technology, software, and Internet startup and ScaleUp companies.

Investment focus

Software, Information Technology, SaaS
Series B, Series A, Series C
United States, Israel, Germany

Portfolio highlights

Xelix — Empower your AP & P2P teams with Xelix: AI-powered software that prevents overpayments & delivers meaningful insights around working capital.
Delve — Delve speeds up the process of achieving HIPAA compliance.
Asylon — Asylon created a complete robotic security solution, allowing aerial security drones and ground security robots to automatically patrol and respond to alarms.

Samsung NEXT Ventures is an investment arm of Samsung NEXT, a multifaceted innovation group within Samsung Electronics dedicated to identifying new growth opportunities that will define the next decade. The firm prefers to invest in artificial intelligence, fintech, blockchain, health technology, infrastructure, and media technology sectors.

Investment focus

Software, Artificial Intelligence, Information Technology
Seed, Series A, Series B
United States, Israel, Canada

Portfolio highlights

Pokee AI — Pokee AI is an AI company that offers an interactive, personalized, and efficient AI agent that helps in planning, reasoning and tool usage.
Traceloop — LLM Application Observability - Stop manually testing and breaking production. Start deploying with confidence.
WellTheory — Our programs support autoimmune lifestyle changes with an actionable and supportive membership experience, no matter where you are in your autoimmune journey.

State of Mind Ventures is a seed and early growth stage venture capital fund, focusing on the people that drive our world forward.

Investment focus

Information Technology, Artificial Intelligence, Software
Seed, Series A, Series B
Israel, United States, United Kingdom

Portfolio highlights

ClarityQ — ClarityQ often lacks the skills needed to analyze complex data, while analytics teams are too busy to offer.ClarityQ emerged from the visionary minds of industry veterans who previously founded companies acquired by tech giants like AppLovin, VMware, and AVG.
MOTORMIA — Meet Mia! MOTORMIA - Curated by auto enthusiasts, powered by AI. MOTORMIA is revolutionizing personalized discovery of aftermarket upgrades for your enthusiast vehicle
Atlas Invest — A platform for institutional investors to invest in real estate backed bridge loans at scale with reduced risk.

Magma is Israel's leading venture capital firm specializing in early-stage investments in communication, semiconductors, internet and media. They seek bright ideas, infuse them with experience and foresight, and facilitate their rise as industry leaders that redefine the global communications sector. They use their experience and sectorspecialization in cooperating with entrepreneurs, industry experts, and other investors to define the future of the communication, semiconductors, internet and media arenas. Their goal is to foster and enable the flow of innovation from an idea's early stages and through a company's emergence as a leader within its dynamic market. They understand the local market and help to influence the global one.

Investment focus

Software, Enterprise Software, Mobile
Series A, Series B, Seed
Israel, United States, Colombia

Portfolio highlights

Ubeya — Ubeya is an employee management platform that helps manage shift and hourly employees. Offering an and-to-end solution for Staffing Agencies, Catering and Hospitality industries, Delivery Fleets, and more. Helping Managers, Payroll, HR and Legal departments to digitize operations with an employee app and a client portal. Our modular system allows each business to choose the functions that best serve their business: Schedule, Clock-in, Track, Communicate and Pay your employees with Ubeya.
Intezer — Intezer introduces a Genetic Malware Analysis technology, revolutionizing cyber threat detection and response. By identifying the origins of software, Intezer equips enterprises with an advanced way to detect modern cyber threats, while providing deep context on how to effectively respond to incidents. Intezer offers solutions for incident responseautomation, cloud workload protection, threat intelligence, and more. For more information, visit www.intezer.com.
Allseated — AllSeated is a free collaboration network for planning events that enables you to design floor plans, manage guest lists, and create seating seating charts. We save you time and make planning your event simple.

Wa’ed Ventures is a $500 million venture capital fund with the aim to accelerate the development of an integrated startup ecosystem by investing in local tech-based startups and incentivizing global entrepreneurs to localize their tech innovations in the Kingdom.

Investment focus

Software, Information Technology, Artificial Intelligence
Seed, Funding Round, Series A
Saudi Arabia, United Arab Emirates, United States

Portfolio highlights

Zension — Zension is a subscription e-commerce company for consumer tech. Each and every day, we set out to create a new standard for connectivity and access to the best technology tools for all.
TruBuild — AI pre-construction tool to review tenders, compare bids, and manage contracts, faster decisions, fewer errors, less admin.
Amwal Tech — The fastest and most secure way to accept payments online

Invest in groundbreaking startups with iAngels. Discovercutting-edge technology and join a community of forward-thinking investors shapingthe future of entrepreneurship.

Investment focus

Artificial Intelligence, Software, Financial Services
Seed, Series A, Funding Round
United States, Israel, United Kingdom

Portfolio highlights

Mawari — Our mission is to unlock new perspectives with real-time immersive technology powered by a decentralized network of global resources
Lava Network — Lava Network aims to be a marketplace for blockchain data.
Alliance Games — Build Beyond Limits. Multiplayer for the Next, Decentralized Era.

TPY Capital is a Tel Aviv based early state VC, investing in some of Israel’s most talented entrepreneurs. They are active investors who typically lead rounds in the areas we invest in, which include data and analytics, digitization and human augmentation, fintech, and frontier tech such as quantum computing.

Investment focus

Software, Artificial Intelligence, Big Data
Seed, Series A, Series B
Israel, United States, France

Portfolio highlights

Tabnine — Tabnine is an AI code-completion tool that helps developers worldwide write better code faster.
Kodem Security — Providing users with runtime intelligence to grasp the relevant application risks.
DOT Compliance — Harness the power of the AI-powered solution built for quality and compliance in life sciences. Get a demo of Dot Compliance.

Viola Ventures is a venture capital firm that invests in Israeli or Israeli-related early-stage techology companies, in key market segments including FinTech, Consumer, Enterprise Infrastructure & Applications, Frontier & Deep Technologies (automotive, IOT, AR/VR, drones), Robotics and AgTech.

Investment focus

Software, Analytics, FinTech
Series A, Series B, Series C
United States, Israel, United Kingdom

Portfolio highlights

PhaseV — PhaseV empowers biopharma sponsors and CROs with AI/ML-driven solutions for fast, efficient, and accurate clinical development decisions.
Speedata — Speedata develops accelerated processor for big data analytics across industries. Speedata's Analytics Processing Unit (APU) was designed solely to optimize datacenter and cloud-based database and analytic workloads, dramatically improving performance by orders of magnitude while reducing costs, power consumption and space.
Sympera AI — Sympera AI, We are on a mission to scale relationship banking! Boost banker productivity and grow margins with Sympera AI.

Boğaziçi Ventures has been established in 2015 with the purpose of supporting entrepreneurship to take their global success to a next level. We aim to invest in technology start-ups which have talented teams by providing business models and looking for funds and mentoring support for future exponential growth.BV Growth fund will only focus on thetechnology startups established in Turkey at the growth stage while having the ambition to get into the global market.BV Crypto fund will be closed with a minimum fund size of $50M to invest in cryptocurrency and blockchain projects. People are interested in investing in cryptocurrency, especially new initial coin offerings (ICO), but they don’t know which one is reliable. We have an extremely capable team dedicated to cryptocurrency. Our analysts search hundreds of ICO projects, follow their communication, investigate the commitment of their teams, make interviews and if they have a chance, even visit them at their locations to give a much better decision.

Investment focus

Software, Information Technology, Gaming
Seed, Funding Round, Pre-Seed
Turkey, United Arab Emirates, Sweden

Portfolio highlights

F4e — Boost employee performance and business results with AI-Powered Performance Management Software. Align for Excellence with F4E.
Magfi — A search engine that analyzes communities into WhatsApp, Telegram, and Discord with AI, ML, and NLP and places ads with micro-targeting.
Kavaken — Kavaken offers artificial intelligence-powered solutions to renewable energy asset owners.

Ariel has been leading technology innovation and entrepreneurship for over 30 years, leading teams, founding companies and mentoring entrepreneurs. He is an active angel investor in startups, and supports technology education as a philanthropist. Ariel is a graduate of the prestigious Talpiot program, and holds a BSc from the Hebrew University ofJerusalem in Physics, Mathematics and Computer Science (Cum Laude) and an MBA from Tel Aviv University.

Investment focus

Software, Information Technology, SaaS
Seed, Series A, Pre-Seed
Israel, United States, Uruguay

Portfolio highlights

GeoX — GeoX is an Aerial Imagery AI analytics company. We produce geospatial Property Data which is used for Underwriting & Claims in the US and European insurance industries. GeoX unique proposition is in 3-dimensional extraction technology which provides rich information about every property. GeoX also produces 3D building datasets from aerialimagery for complete geographies using automated processes. 3D building models are digital representations of the properties, and in conjunction with aerial imagery allows every staff member in any insurance discipline to see the property visualization, and get a good understanding of the structure, its dimensions and characteristics without visiting in the site. GeoX uses propriatetary and Patented technology for the 3D extraction.domains: Insurtech, Smart cities
BeWith.io (Superc AI) — Connect residents and foster engagement with a centralized community calendar that brings all city events into one easy-to-access platform
Monto — Monto introduces the future of B2B payments, where getting paid is a touchless process. Connect with any portal to experience transformation.

Blumberg Capital is an early and growth stage venture capital firm, partnering with visionary technology founders from inception to exit. Learn more.

Investment focus

Software, FinTech, Financial Services
Series A, Seed, Series B
United States, Israel, Germany

Portfolio highlights

Partful — Make sure customers get the right parts first time, every time with digital 3D parts catalogue software and digital work instructions.
Ferrum Health — Ferrum Health is a developer of an enterprise IT and AI patient safety platform for health systems. Ferrum Health provides an artificial intelligence (AI) technology platform for health system executives to prevent medical errors across their patient population, serving as a safety net that uses AI algorithms to assist quality teams in the peerreview of radiology studies.
Aryon Security — Aryon prevents multi-cloud security risks, without changing the definition, management, or operation of your cloud.

We invest in early stage Israeli IoT startups. Backed by a consortium of global leaders in the industry, we offer more than money - we offer to accelerate your time to market and help pave your path to success through leveraging our powerful partners to support you through out the value creation process.

Investment focus

Machine Learning, SaaS, Software
Seed, Series A, Pre-Seed
Israel, United States

Portfolio highlights

TULU — TULU is a smart platform and amenity services provider to over 10,000 people in 50 buildings across the United States, Europe and Israel. Founded in 2019, TULU provides urban tenants with on-demand access to hundreds of brand name appliances, grocery staples, micro-mobility and entertainment devices, and more. TULU’s IoT-based modular units arecustomized to provide the most necessary and useful items, while leveraging advanced machine learning tools to analyze behavioral patterns, optimize usage, refine inventory, and create a personalized experience for our users. The outcome is a new way of living, encouraging more responsible consumption, reducing the cost of living in the city, and consistent with the trend to smaller and smaller living spaces.
XTEND — Explore cutting-edge military-grade tactical drones powered by AI, designed to enhance strategic capabilities and mission success in complex environments.
Oxeye Security — Cloud native application security testing solution designed specifically for modern architectures across microservices, containers, clusters, and clouds. OWASP TOP 10 & OWASP TOP 10 API. Learn More

Trendlines Group invents, discovers, invests in, and incubates innovation-based medical and agrifood technologies. Trendlines invests principally through medical and agrifood incubators in Israel and in Singapore, its in-house innovation center, Trendlines Labs, and its Funds - the Trendlines Agrifood Fund and the Bayer Trendlines Ag InnovationFund.The company was founded in 1993 and is headquartered in Misgav, Israel.

Investment focus

Biotechnology, Health Care, Medical Device
Seed, Funding Round, Series A
Israel, Singapore, United Kingdom

Portfolio highlights

AgriG8 — AgriG8 is an enterprise designed to align, collaborate, de-risk and grow value chains and ecosystems within the agricultural industry.
Celleste Bio — Celleste is a business that specializes in employing cell culture techniques to produce high-value cocoa ingredients, removing the need for cocoa trees to be grown.
Arcuro Medical — Arcuro develops a new repair system for meniscus tears of the knee. Arcuro’s proprietary SuperBall repair system consists of a knotless, all-suture anchor and innovative delivery system. The company was founded in 2013.

Wa’ed Ventures is the venture capital arm of Saudi Aramco Entrepreneurship Center (Wa’ed), established by Saudi Aramco with the vision of igniting the spirit of entrepreneurship in the Kingdom of Saudi Arabia. Wa’ed has deployed a suite of programs over the years to assist entrepreneurs in establishing, enhancing, or expanding their ventures. Theseprograms comprise development and financial support including business incubation, coaching and training to guide and nurture entrepreneurs along different business stages, seed funding, non-collateral loans, venture capital (equity/debt) investment, and business development. These programs support the development of small- and medium-sized enterprises (SMEs) capable of localizing industries and diversifying the Kingdom’s economy. Wa’ed also collaborates and engages with key players in order to create an effective entrepreneurship ecosystem.Wa’ed aspires to provide leadership in promoting entrepreneurship to support economic growth, diversification, and social development in Saudi Arabia, in alignment with the Kingdom’s strategic thrust into moving towards a knowledge-based economy. The organization aims to turn innovative ideas into successful projects, create and support sustainable SMEs, and develop entrepreneurs into successful business owners.Wa’ed Ventures aims to fuel the growth of high potential companies, thereby promoting economic development in Saudi Arabia with job creation for Saudi nationals, technological improvement, knowledge transfer, economic diversification, and economic growth within the Kingdom. The firm focuses on seed, early, and growth-stage businesses across a diverse range of sectors including information and communication technology (ICT), energy, manufacturing, healthcare, and services – from mobile application platforms and technologies to industrial equipment manufacturing to advanced software solutions.

Investment focus

Information Technology, Software, Apps
Series A, Seed, Funding Round
Saudi Arabia, India, Luxembourg

Portfolio highlights

ELEVATUS — Automate the entire recruitment cycle from creating job requisitions to onboarding new hires - with the #1 AI recruitment software.
OQ TECHNOLOGY — OQ Technology's Satellite 5G IoT - The world's first global satellite 5G operator, that can collect data from more than 1000 sensors, and so providing cellular coverage for assets and machines anywherer in the world.
MANAFA Capital — MANAFA is an online marketplace for investing equity into innovative, early-stage companies. It provides sophisticated investors free access to direct investment opportunities, diligence tools and industry data insights for an asset class that was previously very difficult to access. For entrepreneurs, MANAFA offers an efficient way to access anetwork of sophisticated investors as well as leading partners.

We're a team of former serial founders managing over $1.25B across a number of funds, with offices in Tel Aviv, London, and New York.

Investment focus

Software, Financial Services, FinTech
Seed, Series A, Series B
United States, Israel, United Kingdom

Portfolio highlights

Cynomi — Cynomi addresses a critical gap in mid-market cyber protection - creating and executing a cyber and compliance strategy .
Classiq Technologies — A software platform that helps users create scalable complex quantum computer algorithms, software, and circuits for any gate-based quantum computer
Weavy — Weavy is a company focused on enhancing team collaboration by providing developers with pre-built, seamlessly integrated collaboration features for web applications. Their platform offers components such as chat, messaging, file sharing, AI tools, and cloud integrations designed to save developers from repetitive coding tasks, enabling them tobuild smarter and faster without reinventing the wheel. Weavy's tools emphasize developer-friendliness, intuitive user experience, and cost-effectiveness, aiming to empower developers across skill levels to embed collaboration and AI-driven capabilities into internal apps efficiently.

Venture capital Israel | Seed fund | Pre seed fund | Founders fund

Investment focus

Software, Information Technology, Artificial Intelligence
Seed, Series A, Pre-Seed
Israel, United States, United Kingdom

Portfolio highlights

Dreamhub — Dreamhub removes the obstacles hidden in disjointed stacks and antiquated CRMs. It gives Sales, Success, and RevOps the tools they need to secure renewal pipelines, close deals more quickly, and use every customer engagement as an opportunity to win more and get stronger.
Voyantis — Voyantis game-changing technology helps marketing and growth teams optimize their CAC payback by leveraging AI to acquire the most valuable users, across any platform
Carbon Blue — Carbon Blue is developing an 'ocean-capture' scalable method for removing CO2 from the atmosphere. The company was founded by Iddo Tsur and Dan Deviri.

Maniv Mobility is a global venture capital fund investing in the world's leading mobility start-ups.

Investment focus

Automotive, Autonomous Vehicles, Software
Series A, Seed, Series B
United States, Israel, India

Portfolio highlights

Anaphite — A breakthrough nanomaterial
FreshBus — Book bus tickets online at the best price on Fresh Bus. Travel in comfort with AC & electric buses. Book bus ticket booking service easy and securely.
Harbinger — Founded by veterans of Canoo and Faraday Future, Harbinger is an automotive company that develops EV platforms optimized for medium-duty trucks and delivery vans.

Disruptive is a global early stage investor with operations in Israel and the US.

Investment focus

Software, Advertising, Cloud Computing
Series A, Seed, Series B
Israel, United States

Portfolio highlights

Bit — AI-powered development workspaces with composable components, architectural clarity and zero overhead.
NextNav — NextNav elevates geolocation with solutions for vertical location and resilient position, navigation, and timing (PNT)
Tailor Brands — Create a logo and develop a unique brand identity in 5 minutes. Our logo maker and branding tools will get your brand noticed and help grow your business.

Kibbutz Yiron

Investment focus

AgTech, Agriculture, Machine Learning
Seed, Series A
Israel

Portfolio highlights

AgroScout — AgroScout precision agriculture solutions enable more efficient use of crop inputs including fertilizers, pesticides, tillage, and irrigation water.

Sente is a Chicago-based startup investment and innovation platform. Sente searches the world for the most high-potential startups and helps them scale through unprecedented guidance, support, and connections.

Investment focus

Artificial Intelligence, Machine Learning, Software
Pre-Seed, Convertible Note, Seed
United States, Turkey, Israel

Portfolio highlights

Kfobix — KFOBIX offers nano-composite materials to prevent freezing and contamination of solar panels, wind turbines, and automobile glass.
M-Based — M-based is an initiative aiming to develop eco-friendly alternative material technologies using mycelium, a component of the mushroom. Its R&D efforts focus on developing mycelium-based vegan leather to address environmental concerns and animal ethics violations in the textile industry.
Kybele's Garden — Algae Biotechnology for Agrifood & Cosmetics Solutions

Focused investments in entrepreneurs who pioneer sustainable, smart mobility.

Investment focus

Software, Automotive, Artificial Intelligence
Series A, Seed, Series B
Israel, United States, United Kingdom

Portfolio highlights

Kardome — Kardome offers a real-time software suite that can be inserted in a variety of processing environments. The company engages a real-time software beamformer to improve speech signals from several speakers. It offers high-quality sound output without the need to shout or position the users mouths close to the microphone. The company developssolutions such as voice controlled devices, hands-free speakerphones, tablets and cellphones, and conference call devices.Kardome was founded on 2018 and is headquartered in Mazor, Hamerkaz, Israel.
Lidwave — Lidwave’s deep-tech solution revolutionizes 3D sensing and the verticals relying on it by examining the biggest challenge in LiDAR technology from a new perspective, free of bandwidth limitations.
Bib Batteries — Bib extends the lifecycle of batteries from their first use in electric vehicles to their second life. Bib gives your batteries a new cost-effective life through repair, reuse, or recycling

LionBird is a Tel Aviv- and Chicago-based venture capital firm investing in early-stage software companies operating in the healthcare, commerce, and enterprise sectors. Founded in 2012, LionBird has developed an investment strategy around early-stage startups that leverages online technology to re-imagine traditional offline business processes andmodels.

Investment focus

Health Care, Software, Artificial Intelligence
Seed, Series A, Series B
United States, Israel, India

Portfolio highlights

OneStep — OneStep offers providers the ultimate digital physical therapy solution that enables remote therapeutic monitoring and boosts clinical outcomes.
Jimini Health — Jimini’s mission is to radically improve the efficacy of mental health care across the world. Jimini has developed a novel care model that combines teletherapy sessions with personalized AI support. With Jimini, your therapy care team includes your licensed clinician and Sage, your always-available AI therapy assistant, who work together to helpyou achieve your goals.Founded in 2023 by a team of seasoned AI and biotech entrepreneurs, health tech veterans, and psychology researchers, Jimini puts science and tech first, using safe, purpose-built patient-facing technology that works exclusively under clinical oversight and high safety standards.World leaders in psychology designed Jimini’s care model to ensure that every part of the patient's journey is clinically beneficial. Jimini does not believe that LLMs should replace clinicians; rather, AI will help therapists deliver higher-quality care and focus on the most complex parts of their job. Jimini’s care model is first and foremost led by excellent clinicians.Jimini is committed to improving mental health quality and creating radically better, more modern, and clinically efficacious mental health experiences for patients.
Phantom Neuro — Phantom Neuro is leveraging advancements in neuroscience, surgery, artificial intelligence, and robotics to make lifelike control accessible to the general population.

Leading early-stage investments in the companies who are building the future of enterprise technologies for more than a decade.

Investment focus

Software, Information Technology, Enterprise Software
Series A, Series B, Series C
United States, Israel, United Kingdom

Portfolio highlights

Maven AGI — The AI platform for enterprise scale.
SuperAnnotate — The end-to-end platform to annotate, version, and manage ground truth data for your AI.
Daybreak — Noodle.ai offers pioneering business solutions in Enterprise Artificial Intelligence, a unique collaboration among business executives, process experts, and artificial intelligence technologies (e.g., machine learning, predictive data analytics, data science). The company creates and implements these solutions to solve complex business challengesand drive dramatic improvements in customer, product, and enterprise operations.

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