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Top 50 Internet Startup Investors in Vietnam in December 2024

Last updated: Dec 2024 A list of 50 angel investors and VC (Venture Capital) funds that invest in Internet startups based in Vietnam. We rank investors based on the number of investments they made in Internet companies from Vietnam. We update this investor list every month.

Top 50 Internet Startup Investors in Vietnam in December 2024

Investor	Internet Vietnam investments
Nextrans	6
Genesia Ventures	5
Cocoon Capital	4
TheVentures	2
Thai Van Linh	2
Access Ventures	2
Hustle Fund	2
Insignia Ventures Partners	2
Vulpes Investment Management Pte Ltd	2
Golden Gate Ventures	2
IT-Farm	2
Next Billion Ventures	2
VinaCapital Ventures	2
500 Startups Vietnam	2
Viet Capital Ventures	2
Jussi Salovaara	1
Gaw Capital Partners	1
Vietnam Investments Groups	1
RHL Ventures	1
REAPRA	1
Wang Jian	1
Pix Vine Capital	1
Innovatube	1
Alpha JWC Ventures	1
Z Venture Capital	1
FEBE Ventures	1
Brainworks Ventures	1
iSeed	1
Stonebridge Capital	1
Brian Ma	1
NH Securities Vietnam	1
Vertex Ventures Southeast Asia & India	1
Resolution Ventures	1
Dt& Investment	1
Do Ventures	1
SBVA	1
Kyber Ventures	1
BEENEXT	1
Next100 Ventures	1
31 Atlantic Capital	1
Rekanext	1
TNB Aura	1
Antler	1
B Capital	1
Vulpes Ventures	1
Zone Ventures	1
ESP Capital	1
Lisa Gokongwei	1
GD10 Ventures	1
North Base Media	1

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Investor list

Nextrans is a Korean-based venture capital firm invest in early-stage startups in Vietnam, Korea and the US. Our mission is to create a global network of talented and passionate founders pursuing world-changing impact.

Investment focus

Information Technology, Software, E-Commerce
Seed, Series A, Funding Round
Vietnam, South Korea, United States

Portfolio highlights

MedInTech — Our mission is to help both doctors and patients through our intuitive and intelligent medical devices
Bungee — Bungee is a recruitment platform that provides hiring, SEO, content marketing, and performance marketing services.
Colosseum — Colosseum is a logistics company that provides e-commerce logistics services to various locations.

Genesia Ventures is a venture capital firm focused on seed/early stage startups in Japan and Southeast Asia. Since it's inception in Dec 2016, Genesia Ventures has invested in over 90 companies in Japan, Indonesia, Vietnam, Singapore and the US. Genesia Ventures invests in various sectors: SaaS, marketplace, Media, Finance, Insurance,RealEstate, Healthcare, Medical, Travel, Education, Manufacturing, Construction, HR, Agriculture, Sports, Retail, Entertainment, etc.

Investment focus

Information Technology, Software, Content
Seed, Funding Round, Series A
Japan, Vietnam, Indonesia

Portfolio highlights

Congrant — Congrant is a fundraising platform that collects donations and charity for NPOs, social enterprises, and voluntary organizations.
Logipeace — Logipeace is a SaaS communication platform that offers semi-automation of logistics operations and communication using generative AI.
Japan Career — Japan Career is a company that offers a job change and employment help platform tailored to international talent.

Cocoon Capital is a Singapore-based venture capital firm focusing on early-stage Deeptech and Enterprise tech companies across Southeast Asia

Investment focus

Software, Internet, E-Commerce
Seed, Series A, Pre-Seed
Singapore, Vietnam, Philippines

Portfolio highlights

Aprisium — Aprisium's on-site, instantaneous testing and monitoring solutions transform contamination detection. The days of waiting for test results are long gone. Aprisium state-of-the-art AI analytics and real-time online dashboards deliver precise and up-to-date environmental assessments to your location. Aprisium works with the commercial,industrial, municipal, and agricultural domains. Aprisium goal is to protect the environment and public health by using cutting-edge, adaptable contamination testing for solids, semi-solids, and water.
ArrowBiome — Founded in 2022, we are a spin-out from Singapore-MIT Alliance for Research and Technology (SMART) and NTU Lee.
TransTRACK — TransTRACK provides the right solution for your vehicle safety. We track, analyze and improve transportation operations to maximize fleet efficiency

TheVentures provides their portfolio companies access to on staff world class experts in recruiting, PR, marketing, early stage customer acquisition, raising money, and strategy. They even provide engineering and design support, co-building products with the founding team, while assiting in hiring those difficult to recruit early engineers.

Investment focus

Information Technology, Software, Health Care
Seed, Series A, Pre-Seed
South Korea, Vietnam, United States

Portfolio highlights

ReFeed — ReFeed provides innovative IT technology to develop effective solutions for both trash emitters and collectors.
Amersley — A new tool that blends your everyday work apps into one. It's the all-in-one workspace for you and your team
AIgement — AIgement enables industrial firms to make data-driven choices, save costs, and improve supplier relationships.

CEO, TVL Group; Senior Advisor, Openspace Ventures; Angel and Early Stage Investor

Investment focus

Audio, Internet, Audiobooks
Seed
Vietnam

Portfolio highlights

Fonos — Fonos is a digital content application including Copyrighted Audiobooks, Book Summary, Meditation and many other rich content, to support the development of spiritual life and career for busy people.
Vietcetera Media — Vietcetera Media - Understanding Vietnam

Access Ventures is a venture capital firm focusing on early stage technology companies in Vietnam, Indonesia and Korea. They provide strategic expertise to their founders and access to their unique network of executives and technology professionals. Leveraging their robust network of strategic investors, they also focus their attention on creatingand executing sound exit strategies.

Investment focus

Software, Information Technology, SaaS
Seed, Series A, Funding Round
South Korea, Vietnam, Singapore

Portfolio highlights

Yulift — Yulift is a software company that designs and develops software solutions.
Plugo — Indonesia's e-commerce platform for all businesses. Start, manage, and grow your business. Build your own online store website.
PeopleFund — Founded in 2015, PeopleFund is Korea's leading data-driven digital lender focused on consumer finance. Our mission is to give financial freedom to all consumers through more affordable loans and better investment opportunities. Leveraging its proprietary, data-driven credit model and eliminating inefficiencies with technology, PeopleFunddelivers better loan rates for borrowers while maintaining an industry low loss rate to benefit retail and institutional investors. PeopleFund is the first digital lender in Korea to surpass $1B in loan originations and has provided an innovative way to invest to nearly 400,000 retail investors. It is notably the first fintech platform to offer loan and investment products directly on KakaoTalk, Korea's equivalent of WhatsApp. To date, PeopleFund has completed its Series C round of funding with a total of $63.4M of equity capital raised. For more information, visit www.peoplefund.co.kr.

Hustle Fund is a seed fund that invests in early-stage startups operating in software, business-to-business, fintech, and digital health sectors.

Investment focus

Software, FinTech, Financial Services
Seed, Pre-Seed, Series A
United States, Singapore, Canada

Portfolio highlights

Pi-xcels — Eco-friendly NFC digital receipts solution for actionable shopper data and enhanced customer journeys. No App, Just Tap. With one-tap convenience, Pi-xcels unlocks omni-channel marketing opportunities and boosts performance for retailers with our customer intelligence platform.
Finfra — From application to decisioning to operations - FINFRA provides the necessary infrastructure and services for technology companies to embed financial services to their environment through a seamless integration.
Phaseshift Technologies — Phaseshift Technologies is developing a Computational Materials Engineering (CME) platform to help accelerate the Research and Development of High-Performance Alloys. The CME platform is driven by Quantum Chemistry calculations and aided by Machine Learning based predictive algorithms.

Insignia Ventures Partners is a venture capital firm that specializes in startup investment. Insignia Ventures Partners is an investment firm managed by a former Sequoia Asia partner, Yinglan Tan.

Investment focus

Financial Services, FinTech, Information Technology
Seed, Series A, Series B
Indonesia, Singapore, Vietnam

Portfolio highlights

Surfin — Surfin is a financial services company that offers wealth management and risk management tools through fintech applications.
First Circle — First Circle is an award-winning FinTech company that has been supporting SMEs since 2016. We help businesses increase sales, fund projects, manage payments, and ultimately overcome the biggest barriers to their growth.
Dr Clear Aligners — Dr Clear Aligners, the leading high-quality transparent braces in Malaysia for the perfect smile. Discover our advanced teeth straightening solutions today.

At Vulpes, we think differently. We create long-term sustainable capital appreciation by welcoming co-investment and aligning incentives. We choose to be patient and invest in ways that are profitable, yet with benefits that are not solely financial.

Investment focus

Health Care, Internet, Software
Seed, Series A, Convertible Note
Vietnam, Australia, Singapore

Portfolio highlights

Peddlr — Peddlr is a free POS mobile app for small businesses. Effortlessly track and manage your sales, expenses, inventory, and transactions. Use it anytime, anywhere, and even offline!
MyRobin.id — MyRobin menjembatani Anda dengan tenaga kerja fleksibel, berpengalaman dan terpercaya. Manajemen tenaga kerja dalam 1 genggaman, mudah & aman!
Oxford Endovascular — Oxford Endovascular are developing a novel treatment for treating brain aneurysms. The Oxford technology uses a special laser-cut metal alloy which has a shape-memory. It can be posted into a catheter during surgery, inserted into the brain and opened up into a tiny tube mesh (‘flow diverter’) that fits into the natural shape of the blood vessel.This diverts the blood away from the aneurysm, allowing it to heal.

Golden Gate Ventures is a venture capital firm investing across Southeast Asia. Since 2011, the firm has launched four funds, managed US$250M AUM, and invested in 60+ companies in over 7 countries in Asia. The firm focuses on investing in technology companies driven by the rising consumer class in Southeast Asia.

Investment focus

FinTech, E-Commerce, Financial Services
Seed, Series A, Series B
Singapore, Indonesia, Thailand

Portfolio highlights

Rukita — Cari hunian sewa berkualitas untuk setiap fase kehidupan: kost, coliving, apartemen, dan corporate housing. Full service termasuk laundry, cleaning, WiFi, fully furnished
Arkadiah — Secure high quality carbon credits & support biodiversity. Arkadiah fuses AI with satellite data and ground truth, transforming degraded lands to be nature-positive.
Nurture — Learn Foundational Life Skills Through Immersive Play

IT-Farm is a venture capital firm which specializes in seed, start-up, and early stage companies. It primarily invests in mobile, big-data, connected car, IoT, OTT service, Helth care, Bio Tech and other IT industries. The firm actively invests in SF bay area and Japan, as well as other geometries including Asia and Europe. We support portfoliocompanies, especially on the partnership with Japanese enterprises.

Investment focus

Software, Health Care, Medical
Seed, Series A, Funding Round
United States, Japan, Germany

Portfolio highlights

EMobi — EMoBi is a transportation company that provides freight transport, and electric vehicle services with reservation facilities.
EV Motors Japan — EV Motors Japan provides sales and services for commercial vehicles in the automotive industry.
Honeycomb — Honeycomb (fka Agilius) is the only place where you can buy a condo/apartment building master policy online in less than 3 minutes at a fraction of the cost! Instant, free, no hassle quotes, online everything and up to 40% savings. With all that we're bringing simplicity and transparency to the real estate insurance space for condoassociations (HOAs), building owners, property managers, and developers everywhere. This is what we do. This is all we do.

A venture capital partnership for emerging markets.

Investment focus

Financial Services, FinTech, E-Commerce
Seed, Series A, Pre-Seed
Brazil, Mexico, Philippines

Portfolio highlights

minu — In minu, we are revolutionizing the financial health of Mexican employees, offering them access to their already worked salary when they need it, instead of having to wait for payroll. We work with HR areas of companies that offer the provision of minu to improve satisfaction, retention, and attraction of talent. minu is supported by FinTech'sleading institutional investors globally, including QED.
CLIVI — Clivi is a specialized digital clinic that provides comprehensive treatment to patients with type 2 diabetes.
Advance Tech Lending — Overcome cashflow disruptions with our credit solutions so you can focus on what matters: building your business.

Seeded by VinaCapital Group, VinaCapital Ventures is a USD100 million Vietnam-focused venture capital platform focused on investing in and building world-class technology companies and incorporating them into a full digital ecosystem. Their mission is to support entrepreneurs with big ideas and to help them build companies that make a significantimpact on the lives of people in Vietnam and beyond. We partner with entrepreneurs and empower them with capital, access to our extensive business network, and local know-how from their years of experience in Vietnam and Southeast Asia.

Investment focus

Information Technology, Internet, Analytics
Seed, Funding Round, Series A
Vietnam, Singapore

Portfolio highlights

M3TA — M3TA is a Web3 data analytics company that seeks to empower businesses in Web3 with the power of data.
QUICKOM — The U.S-patented decentralized teleconference platform for large-scale conferences, classrooms, and theaters.Quickom’s sister service, Quickom.net, is a comprehensive conference management system that manages ticket sales and payments for both online and offline events. Together, they are all-in-one platform for conferences, helping conferenceorganizers to focus on producing the best conference content, not the technology, in order to delight the audiences worldwide. Visit more at: https://quickom.net/
Protos Labs — Unify cyber risk data for actionable insights and reduced exposure with the Nexus integrated cyber risk analytics platform by Protos Labs.

500 Startups Vietnam is a US$14 million fund to invest in promising Vietnam-connected startups. We provide finance, mentorship, and connections to both global and regional startups.

Investment focus

Information Technology, Software, Financial Services
Seed, Pre-Seed, Series A
United States, Vietnam, Singapore

Portfolio highlights

Kilo — Kilo develops a retail platform that provides retailers access to price, assortment, and inventory management. The platform is designed specifically to serve small and medium-sized retailers. The Kilo network effect creates a virtuous growth cycle for both supply and demand.
Sky Mavis — Blockchain: Gamified - Games with real, player-owned economies will become places where we live, work, and play - True digital nations
Axie Infinity — Axie Infinity is a game about collecting and raising fantasy creatures called Axie, on the Ethereum platform. Besides collecting and raising, you can make a team of Axies to battle in the arena. You can also buy, sell, and trade Axies with others on the marketplace.

Viet Capital Ventures is an investment Firm.

Investment focus

B2B, Medical, Health Care
Seed
Vietnam

Portfolio highlights

Buymed — thuocsi.vn was established in 2018, is one of the successful startups in the field of medical technology Currently, it provides medicine to more than 1,000 pharmacies and clinics throughout Vietnam. As one of the workplace attracts young talents with the passion to apply 4.0 technology to Health.
STAG VIETNAM — STAG is a trading platform that provides practice trading stocks, stock investing, and personal financial management services.

Jussi Salovaara - Co-founder and Managing Partner Asia @ Antler

Investment focus

Apps, Retail, FinTech
Pre-Seed, Seed
Singapore, Indonesia, Vietnam

Portfolio highlights

Siftee — Siftee (formerly Ocean) is a data and research marketplace where you can search, validate and download specific insights from over 50,000 free and paid data sources, down to the metadata level.Founded by ex-McKinsey and Salesforce executives, their vision is to help consultants and analysts become more productive and improve the quality of theirinsights.Siftee is still in an incubation stage and focusing on developing and refining the product and go-to-market proposition
Fika — Fika is a dating and social networking platform empowered by Artificial Intelligence, focusing on female users in Asia. Fika focuses on the most fundamental values: growth, authenticity, and equal benefits for all users, to optimize the dating experience and social connections to the highest quality!
Peddlr — Effortlessly track and manage your business sales, expenses, and inventory with our leading POS mobile app. Use it anywhere, anytime, and even offline!

Gaw Capital Partners is a positioned private equity fund management company that focuses in real estate markets in greater China and other high barrier-to-entry markets globally. Their services includes gateway real estate funds, separate account investments, venture capital, private equity investment and credit investments.

Investment focus

Information Technology, Hotel, Property Management
Series A, Seed, Series B
China, Singapore, United States

Portfolio highlights

Blackpanda — Asia's premier digital forensics and cyber incident response firm.
Mol Breeding — Mol Breeding is a biotech firm that focuses on animal and plants molecular breeding technology R&D and services.
Gusto Collective — First brandtech group using the latest technology to help brands create content and experiences across the physical and virtual worlds.

Vietnam Investments Group is a private equity firm focused on high-growth businesses.The firm is specialized in financial structuring, industry consolidation, early-stage, and expansion capital services. It primarily invests in middle-market and high-growth companies. It seeks to invest in manufacturing and industrial, transportation andlogistics, retail and consumer goods, agriculture and natural resources, services, technology, education, tourism and hotels, media, and communications sectors.Vietnam Investments Group is based in Ho Chi Minh City, Vietnam with an additional office in the United Kingdom.

Investment focus

Education, Artificial Intelligence, Software
Private Equity, Seed, Pre-Seed
Vietnam, Canada, Hong Kong

Portfolio highlights

Elsa — Improve your English speaking skills. Pronounce English like an American through real-world conversations.
Citics — Citics is to build a comprehensive real estate data platform in Vietnam by digitizing and centralizing data sources to help in real estate transactions, including real estate valuation, sales-purchase, lease, mortgage, among others.
VTC Academy — VTC INFORMATION TECHNOLOGY AND DESIGN ACADEMY (VTC ACADEMY)

RHL is an Early-Stage Venture Capital Firm based in Kuala Lumpur, Malaysia driving transformative growth in Southeast Asia through investing in High-Growth Startups. The firm was founded in 2016 and is currently led by Rachel Lau, Raja Hamzah Abidin and Jo Jo Kong. RHL invests across Seed to Growth companies with a focus on Series A&B.

Investment focus

Health Care, E-Commerce, Social Media
Seed, Series A, Private Equity
Malaysia, Indonesia, United States

Portfolio highlights

Fefifo — Fefifo /fee-fai-fo/ is a technology-first Co-farming company, that focuses on empowering a new generation of progressive farmers in ASEAN by providing traditional smallholder farmers and young agriculture graduates with ready-to-farm spaces and technologies to kickstart a modern farming business.
Pandai — Pandai is an education app that offers a personalized learning experience through curriculum-based daily quizzes, tests, exams, videos to help students get better grades.
Yisheng — Yisheng is a digital service platform for door-to-door car washing.

Through Research and Practice, we contribute to the betterment of society,by creating industries. We are a venture builder and investment group based in Singapore with a strategic focus on developing sustainable businesses.

Investment focus

Human Resources, Real Estate, Internet
Seed, Funding Round, Pre-Seed
Japan, Thailand, Singapore

Portfolio highlights

KarunStrategy — KarunStrategy assists in financial modelling, market research, competitive analysis, and a growth marketing plan. They are consistent with all available digital tools and channels that can enhance business. They promote growth by spotting opportunities, formulating a plan, following it out, and monitoring its effectiveness.
ITecMarin — ITecMarin provides information technology solutions for shipping industries.
impress.ai — Launched in 2017, impress.ai is a no-code, self-service platform that is highly focused on simplifying and accelerating various parts of the recruitment workflow. AI chatbots are utilised to create a seamless interview experience for candidates, answering queries with a 96 percent accuracy rate while simultaneously providing assessments andassigning an overall metric value to the candidate. Based on industrial organisation (I/O) psychology, the AI algorithm can be localised to account for different hiring regulations, language, practices and cultural sensitivities to help enterprises stay agile in the dynamic world of recruitment.

Jian Wang was the Chief Technology Officer of Alibaba from August 2012 to May 2015.

Investment focus

Travel, Leisure, Tourism
Series A
Vietnam

Portfolio highlights

Vntrip.vn — Vntrip is an e-commerce company established by investors from Vietnam and Hong Kong, aiming to build and develop the largest and most modern online portal in the field of tourism in Vietnam.With the desire to bring travelers enjoyable and comfortable, Vietnam Vntrip Travel Company Limited has two major missions: "Hotel Booking" and"Hotel Solution".Booking is made at the website: vntrip.vn Together with the basic functions, the update will help customers operate simple and convenient with the best hotel booking service in over 4000 hotels across the land. Vietnamese territory. With Vntrip, customers will be consulted and supported 24/7 to use modern online services, perfect, save time, cost with many incentive programs, gratitude customers. Simple to operate, easy access, stable cost, take advantage of time, booking anywhere is what customers will feel when choosing to book at Vntrip.Vntrip is also a close companion of the hotel, providing software solutions for hotels with outstanding features and leading in technology. We will maximize revenue and optimize the online sales process for hotels with the goal of making a breakthrough in the travel industry with a new approach from technology adoption and development strategy. strong. In addition, Vntrip is also a channel to promote the image of the hotel perfectly, attracting customers on the objective criteria, giving customers the most honest view of the hotel, at the same time Hotel name beyond expectations.Vntrip is headquartered in Hanoi, in a modern office with open spaces that are easy to inspire anyone who comes to the company. We proudly own a young, dynamic and energetic team, we are burning together on the road to conquer the technological peak.As a "comprehensive travel guide", Vntrip hopes to be a close friend of travelers on all roads.

Pix Vine Capital is a venture capital firm that invests in startups in the areas of Info-Tech, Med-Tech, and Eco-Tech. It allows investments in disruptive technologies and bridging startup ecosystems across the world to partner, fund, and grow startups and high caliber teams. The portfolio businesses of the company are Calore, MoolahSense, WSC,ZAPR, and playbuzz. Collaborative partnerships with other investors, incubators, accelerators, tertiary institutions, and research laboratories world over through co-investment and cross-pollination of ideas are hallmarks of their investment and growth models. It began operation in 2007.

Investment focus

Health Care, Internet, News
Funding Round, Seed, Angel
Vietnam, India, Israel

Portfolio highlights

ViCare — ViCare collectives are working hard to help the Vietnamese mission to reach the health services and the best health care.Millions of Vietnam had difficulty in finding medical solutions and appropriate health care.
Homedy.com — Homedy Incorporation (ref: Homedy Inc.) was established in 2015 by co-founders are highly experienced in the field of internet / mobile marketing, along with a team of professional - passionate editors, leading experts in the field of Real Estate (Real Estate).With the foundation is providing digital marketing solutions for comprehensivereal estate market, They aim to be the leading real estate portal on the Internet / Mobile in Vietnam market & International. Homedy.com creation, They would like to bring to users a perfect experience of finding informations in the field of Real Estate: "easy searching - diverse selections - reliable results."Users coming to Homedy.com will always get the updated, completed, accurate informations about real estate market in local as well as international countries; from details about the types of real estate, the market situations, trend purchases, prices ... Because they commit to always do its best to maintain its role as an effective bridge and reliable choice of not only real estate businesses but also the users - the customers - the most premium in all fields.Slogan "More choice, more life ... "
ElastiMed — ElastiMed offers the next generation of smart medical devices. Combining innovative material technology, ElastiMed’s first application is a smart, wearable, active compression device for improving circulation in the legs.ElastiMed has developed a wearable medical device, that is designed to improve circulation in the legs, for the treatment ofvenous and lymphatic diseases. Based on proprietary technology, that utilizes innovative smart materials, ElastiMed’s sock compresses and massages the legs when stimulated by an electric pulse. The smart sock is expected to provide patients with a comfortable, easy-to-wear, effective and affordable treatment option to help prevent symptoms such as swelling, blood clots, and leg ulcers.

Accelerating workflows and decision-making by eliminating manual processes with proprietary artificial intelligence platform and solutions.

Investment focus

Delivery, Internet, E-Commerce
Seed
Vietnam

Portfolio highlights

Loship — Lozi is the fastest-growing Tech startup that operates a one-hour-delivery E-commerce platform called Loship. Made by Vietnamese for Vietnamese, Loship offers the most effective distribution networks in Vietnam, filling the massive demand for immediate deliveries in a bustling and modern life, with a wide range of services including food delivery(Loship), grocery delivery (Lomart), ride-hailing (Lo-xe), medicine delivery (Lomed), laundry service (Lozat), package delivery (Lo-send), beauty products delivery (LoBeauty), flower delivery (Lo-hoa) and B2B supply delivery (Lo-supply).Loship now has a fleet of more than 70,000 drivers and 200,000 merchants, serving almost 2,000,000 customers across four big cities of Hanoi, Ho Chi Minh City, Da Nang and Can Tho – all dedicated to fulfilling the Vietnamese consumers’ one-hour delivery needs.

Alpha JWC Ventures is an Indonesia-focused value-adding venture capital firm with expertise in FinTech and the Consumer tech sector. Alpha JWC Ventures is an independent and institutional firm that believes in investing in a disciplined manner combined with an active portfolio management approach. The firm was founded in 2015 and is based inJakarta Pusat, Jakarta Raya, Indonesia.

Investment focus

E-Commerce, Information Technology, Financial Services
Seed, Series A, Series B
Indonesia, Singapore, Vietnam

Portfolio highlights

KarirLab — Cari kerja dan magang, buat resume ATS-friendly, evaluasi resume oleh ahli, dan ikuti webinar persiapan kerja #MulaidariKarirLab
Mythic Protocol — Mythic Protocol is an entertainment company that develops games, media and platforms.
Venti Technologies — Venti Technologies is a safe-speed autonomous vehicles developer company.

Z Venture Capital is the venture capital arm of Z Holdings that invests in companies that focuses on the insurance and finance industry.

Investment focus

Information Technology, Content, E-Commerce
Seed, Series A, Series B
Japan, South Korea, Thailand

Portfolio highlights

Hopae — On A Journey To Universal Trust. Finally implement a practical Decentralized Identity Solution.
Finfra — From application to decisioning to operations - FINFRA provides the necessary infrastructure and services for technology companies to embed financial services to their environment through a seamless integration.
Qlay — Qlay is an AI-automated global engineer hiring platform

FEBE Ventures (“For Entrepreneurs, By Entrepreneurs”) is an early stage Venture Capital fund supporting outstanding entrepreneurs in Vietnam & Southeast Asia. The fund is managed by 4 entrepreneurs with +28 years of experience building and scaling companies in Vietnam & Southeast Asia, and investing in tech startups in Asia, Europe andSouth America. We apply a value-added approach, backing the best founders and offering our local business expertise, operational know-how, and global network.

Investment focus

Financial Services, FinTech, Software
Seed, Series A, Pre-Seed
Singapore, Vietnam, Thailand

Portfolio highlights

Elfie — We fight high blood pressure and increase treatment adherence by rewarding patients for self-monitoring. World #1 app for hypertension. Download now.
FR8Labs — Optimize your freight business with our AI Freight Forwarding Software. Boost efficiency and stay ahead in logistics.
HD — HD is a healthcare and surgery marketplace, powering over 1,500+ healthcare providers including some of the biggest hospitals. HD connects patients to hospitals, clinics, operating rooms, and surgeons while offering healthcare financing solutions to increase access to affordable care and surgeries. To date, over 250,000 patients have benefited frommore accessible and affordable healthcare and surgeries through the company's platform.

Founded by renowned economist Dr. Donald Ratajczak, BrainWorks Ventures is a venture development and asset management company focused on building a portfolio of high-growth business opportunities developed from corporations and universities, as well as traditional entrepreneurs. BrainWorks Ventures works with universities, corporations,research labs, government economic development authorities and individual innovators to foster the commercialization of new concepts and technologies. BrainWorks Ventures filters these commercialization opportunities using a proprietary venture development methodology. The model utilizes a network of business and industry experts who assist BrainWorks in the selection and assessment of opportunities for investment. Executive Venture Partners is a boutique consulting practice that specializes in corporate venturing. Executive Venture Partners works with large corporations and government research laboratories to identify undervalued assets that can be commercialized. Executive Venture Partners then provides the resources and management talent to build a business around those assets. Executive Venture Partners also works with businesses to establish corporate venturing programs that manage corporate venture capital funds designed to make strategic investments. BrainWorks Ventures Labs focuses on the development of university affiliated venture development labs that are designed to accelerate the launch of profitable business ventures. BrainWorks Ventures Labs also offers its mentoring services to start-up companies that are not affiliated with a university.

Investment focus

Web3, Gaming, Software
Funding Round
Vietnam

Portfolio highlights

DOS Labs — DOS stand for Decentralized Operating System. We build a blockchain gaming platform for web3.

iSeed is India's first micro-fund backed by top global founders and investors.

Investment focus

Software, Health Care, Financial Services
Seed, Series A, Pre-Seed
India, United States, Indonesia

Portfolio highlights

Zivy Inc — Turn your chaotic and noisy workplace communication into calm collaboration, with Zivy! Skim. Schedule. Tag. Todo. Take action on your messages in zen.
Jeff — Jeff is a personalized loan broker that matches borrowers and lenders through alternative data. Jeff's mission is to help the unbanked to access financial services. In the absence of credit history and bank transactions, Jeff gathers alternative data from sources like smartphones, social media, behavioral patterns, geolocation, and other typesof digital footprint.Jeff then puts this information to good use and find ways on how alternative data points can prove creditworthiness and build trust, building new ways of accessing financing and evolving an alternative credit score.The company was founded in 2019 and is located in Riga, Latvia.
HealthCred — HealthCred offers financial solutions tailored to the needs of India's healthcare ecosystem. The company specializes in providing working capital to healthcare stakeholders such as hospitals, medical device manufacturers, drug manufacturers, distributors, and importers. HealthCred's services are designed to stabilize cash flows withoutrequiring equity dilution, ensuring that healthcare providers can continue their operations smoothly. With a process that promises capital availability within 72 hours, HealthCred addresses the urgent financial needs of its clients efficiently.

Stonebridge capital, Stonebridge ventures, Specializing in Venture Capital, Private Equity Fund Management

Investment focus

Software, Information Technology, Mobile
Series A, Series B, Funding Round
South Korea, United States, China

Portfolio highlights

iTruck — iTruck is a transportation application that offers an integrated trading platform for used trucks.
onepredict — We offer a digital brain solution that diagnoses and predicts the status of key industrial assets based on industrial AI and IoT technologies.
OPENEDGES Technology — OPENEDGES Technology, Inc. is the world's only total memory subsystem and AI platform IP provider that delivers NoC interconnect, DDR memory controller, DDR PHY, and NPU IPs.

Brian Ma is the Founder and Managing Partner at Iterative Capital. Co-Founder at Decide.com, recently acquired by Ebay. He is a serial entrepreneur, angel investor, and advisor at various startups.

Investment focus

FinTech, Property Management, Real Estate
Seed, Pre-Seed, Series A
United States, Thailand, Singapore

Portfolio highlights

Brick — Brick is a financial data application programming interface (API) that allows developers to offer in-app financial services.
Homebase — Founded in 2019 in Singapore, Homebase is one of Southeast Asia’s leading Proptech companies. Homebase provides revolutionary products made accessible that empower homeowners to buy, sell, and own homes in ways that work best for themselves. Our vision is to actualize each and every individual's dream of homeownership in Southeast Asia.Homebase is backed by leading investors and partners around the world. Our investors and partners include, but are not limited to, large global financial institutions (Shinhan Bank, Emles, ACE and Company), leading venture capital and private equity funds (Y Combinator, Goodwater Capital, VinaCapital, Partech, etc), and successful entrepreneurs and angel investors (founders and executives of disruptive companies like Divvy Homes, PropertyGuru, Zerodown, and Opendoor). Our management team comes from elite multi-national companies and institutions (McKinsey & Company, Goldman Sachs, Grab, Linkedin, University of Pennsylvania, Harvard, Caltech), and consists of diverse professionals across financial advisory, real estate, management consulting, capital markets, and technology. Homebase’s advisory board consists of founders and executives in some of the most successful and high-growth technology and proptech companies in Southeast Asia, including Alibaba, Lazada, 99.co, PropertyGuru, and Zalora.Homebase's head office is located in Ho Chi Minh City. We operate across most major cities in Vietnam in addition to smaller provincial areas in Vietnam.To learn more about Homebase, please visit our website at: https://homebase.com.vn
PropertyScout — PropertyScout is building a real estate transaction platform enabling a trusted renting, buying, and selling experience. Our mission is to enable consumers (tenants or buyers) to find the most suitable home at the best available price and help owners to earn more, effortlessly by employing the latest technologies and eliminating hassles involvedin renting processes.Founded in 2019, we are venture-funded and now expanding quickly in Bangkok with plans to further expand across South East Asia.

NH Securities Vietnam provides professional and diversified services including wealth management, investment banking and stock brokerage.

Investment focus

Online Portals, Trading Platform, Financial Services
Seed
Vietnam

Portfolio highlights

STAG VIETNAM — STAG is a trading platform that provides practice trading stocks, stock investing, and personal financial management services.

Vertex Ventures Southeast Asia and India invests in high-growth start-ups seeking their first round of institutional venture capital funding in Southeast Asia and India, with a primary focus on Singapore, India, Indonesia, Thailand and other emerging hubs of innovation across the region. It has a long and strong track record of investing in early-stage startups and building champions like Grab, Patsnap, 17Live, Nium, FirstCry, Licious, AsianParent, Validus, Warung Pintar, and others.

Investment focus

E-Commerce, FinTech, Software
Series A, Series B, Seed
India, Singapore, Indonesia

Portfolio highlights

COOLMATE — Coolmate is an online shopping mall committed to providing a complete shopping experience for Vietnamese male customers. It allows users to order up to 10 items like t-shirts and socks for under US$20. The company is headquartered in Hanoi, Vietnam.
BigEndian — BigEndian is a platform for fabless semiconductor development in surveillance vertical.
Pilgrim — Pilgrim - Premium International Brand | No Animal Testing, No Harmful Chemicals, Natural, Vegan Friendly, FDA Approved.

The investment team at Resolution Ventures have a background in professional fund management and a track record of backing exceptional founders in the early stages of their journey.

Investment focus

Financial Services, FinTech, Payments
Seed, Series A
Singapore, Vietnam, Malaysia

Portfolio highlights

STAG VIETNAM — STAG is a trading platform that provides practice trading stocks, stock investing, and personal financial management services.
Primary — Primary is the modern operating system for treasury management. We empower startups & innovative corporates to grow by reducing complexity around treasury, payments and cash flow.Primary is used by leading founders and finance teams that value safety, control and efficiency. Our product simplifies access to best-in-class yield instruments,enables monitoring of real-time cash positions across multiple banking partners and improves cash forecasting capabilities. We are powering the secure, smart and transparent treasury to help all companies meaningfully extend their runways.
International Payments Identity(IPiD) — International Payments Identity(IPiD) is a international payments addressing platform that provide solutions to validate bank account of the payee and fetch his banking information by mapping proxies with bank account details.

Dt&Investment

Investment focus

Biotechnology, E-Commerce, Software
Series A, Series B, Seed
South Korea, Vietnam

Portfolio highlights

AiV — AiV is an intelligent automation solution company that provides an opportunity to learn computer vision technology and optomechatronics.
Atlas Labs — Atlas Labs develops and delivers language-based AI solutions.
Onconic Therapeutics — Onconic Therapeutics specialises in the research and development of cancer treatments.

DO Ventures is a venture fund with the mission to support tech startup companies in Vietnam and Southeast Asia. We provide finance, mentorship, connections to both global and regional startups

Investment focus

E-Commerce, EdTech, FinTech
Seed, Series A, Funding Round
Vietnam, Singapore, Philippines

Portfolio highlights

MFast (DigiPay J.S.C.) — MFast operates as a fintech platform. MFAST is a brand under Digital Payment Solution Joint Stock Company - DigiPay JSC.
Vuihoc.vn — Vuihoc.vn is an online platform which provides courses for elementary, middle and high school students.
Advance Tech Lending — Overcome cashflow disruptions with our credit solutions so you can focus on what matters: building your business.

SoftBank Ventures Asia is the corporate venture capital arm of SoftBank Group. The firm prefers to invest in the information technology, smart robotics industry artificial intelligence, internet of things and information, communication, and technology sectors. It is based in Seoul, Korea, and was founded in 2000.

Investment focus

Information Technology, Software, E-Commerce
Series B, Series A, Series C
South Korea, United States, China

Portfolio highlights

Charan — Charan is an operator of an e-commerce platform intended to sell second-hand fashion apparel.
Modusign — Modusign is an IT brand and electronic contract company.
ADRO — Aerodynamic Development Race Optimization (ADRO) manufactures high-quality aerodynamic body kits, including carbon fiber front lips, side skirts, rear diffusers, spoilers, and widebody kits.

Kyber Network is a blockchain-based liquidity hub that connects crypto liquidity from different sources to enable trades at the best rates for decentralized applications and users.

Investment focus

Blockchain, Cryptocurrency, FinTech
Seed, Pre-Seed, Funding Round
Singapore, Canada, Vietnam

Portfolio highlights

Airstack — Every day there are millions of blockchain transactions. Airstack makes sense of them.
Blackwing — Blackwing runs a range of modular apps while retaining decentralization, and it is distinguished by leverage trading.
Copin Analyzer — The leading tool to analyze and copy on-chain traders

BEENEXT is a Venture Capital fund managed by serial entrepreneurs that focuses on assisting founders with its operational experience, network, trust, unique perspectives, and the capital. The team invests in early-stage tech start-ups that are focused on building the new digital platforms driven by the data network. BEENEXT aims to establish aplatform of founders, by the founders and for the founders across the globe, primarily in South East Asia, India and Japan. Since its establishment in 2015, the team has invested in over 180 companies globally.

Investment focus

Software, E-Commerce, Financial Services
Seed, Series A, Series B
India, Japan, Indonesia

Portfolio highlights

Scimplifi — At Scimplify we are solving the sourcing and manufacturing Chemistries. Involved in every step of R&D, Scale up & Commerical Manufacturing to ensure success.
Protos Labs — Protos Labs is a Singapore-based cybersecurity company founded by ex-Booz Allen cyber leaders. We provide cyber risk solutions to both Enterprises and Insurers, ranging from risk quantification to underwriting and claims solutions. We work with government agencies, enterprises, insurers regulators g
International Battery Company — International Battery Company (IBC) is constructing unique I-NMC Prismatic cells in India at the planned non-captive Gigafactory. Because of their big form factor, IBC cells reduce battery complexity while providing 40% more energy density than LFP cells. They are also recyclable. These cells will be ideal for mobility applications (EVs). Thesupply chain will be localized and secure, allowing for energy independence.

The launchpad for Vietnam's next great startups

Investment focus

Information Technology, Software, E-Commerce
Seed, Funding Round
Vietnam, Singapore

Portfolio highlights

COOLMATE — Coolmate is an online shopping mall committed to providing a complete shopping experience for Vietnamese male customers. It allows users to order up to 10 items like t-shirts and socks for under US$20. The company is headquartered in Hanoi, Vietnam.
CNV HOLDINGS — Saas, Mobile App, Customer Loyalty
COMPUTER VISION TECHNOLOGIES ., JSC — Computer Vision Vietnam is a rising technology startups that focuses on AI-driven Computer Vision solutions.

31 Atlantic Capital

Investment focus

Internet, E-Commerce, Information Technology
Seed, Pre-Seed
Sweden, France, Finland

Portfolio highlights

Kavall — Kavall is a grocery delivery startup.
Briqpay — Your one stop shop for payment integration
Fika — Fika is a dating and social networking platform empowered by Artificial Intelligence, focusing on female users in Asia. Fika focuses on the most fundamental values: growth, authenticity, and equal benefits for all users, to optimize the dating experience and social connections to the highest quality!

Rekanext is a Southeast Asean focused venture capital fund based in Singapore. Rekanext invest in early stage startups and companies with potential to be unicorns in Southeast Asia!

Investment focus

Cyber Security, Information Technology, E-Commerce
Seed, Funding Round, Series A
Singapore, Indonesia, Vietnam

Portfolio highlights

SepPure Technologies — SepPure Technologies specializes in organic solvent nanofiltration using chemical-resistant nanofiltration and hollow fibre membranes. Their solutions aid in decarbonising industries and achieving net zero goals by drastically reducing energy use and emissions.
Halofina — Halofina is a mobile app that helps young professionals to achieve their future need by giving them investment recommendation and portfolio tracking.
Scantist — Discover your secure, continuous, AI-driven DevSecOps solution. scan, remediate, and ensure security, licensing, and compliance across your software development lifecycle. Get Started Now!

As a thesis-led, high-conviction venture capital firm, we use data-driven methodologies to identify and invest in select companies that are primed for the future and ready to change the very face of their categories.

Investment focus

Information Technology, Retail, E-Commerce
Series A, Seed, Convertible Note
Singapore, Indonesia, Vietnam

Portfolio highlights

Ora — ORA specializes in direct-to-patient healthcare transformation. The company was founded in 2020 and is based in Singapore.
Techcoop — TechCoop is an agrifintech for MSMEs, delivering a comprehensive solution package combining access to market, access to finance, and access to technology for smallholders.
Révi Coffee & Tea — Révi Coffee & Tea is a tech-enabled coffee chain company.

Build your next company with Antler, a global day zero investor enabling exceptional founders to start great companies, from the very beginning. Apply now!

Investment focus

Software, Information Technology, SaaS
Pre-Seed, Seed, Series A
Singapore, United Kingdom, Australia

Portfolio highlights

FitFlo — FitFlo brings to life the connected gym experience for Operators, Trainers and Members.
Mole — Mole is a digital business card and mobile website software. Connect with your clients, promote your business online and much more. Comes with free customised NFC business card.
Optacloud — Fostering a global AI powered ecosystem to achieve 100% cloud efficacy-> effortlessly, economically and eco-consciously. Dev tools stack for automating the entire development lifecycle of cloud apps across- Build, Deploy & Optimize.

B Capital Group backs brash entrepreneurs building technology companies. With offices in Los Angeles, San Francisco, and Singapore, B Capital Group focuses on pioneering start-ups that are ready to scale across the global stage. Partnering with Boston Consulting Group, and its incubation arm BCG Digital Ventures, B Capital delivers access to topcorporations to match start-ups with the world's most powerful CEOs, platforms, and brands.B Capital Group's unique multinational presence, combined with deep industry expertise, has built a portfolio of B2B and B2B2C startups that are transforming large traditional industries across borders and geographies. It helps startups navigate business challenges, raise capital, and attract talented leadership at key points of their journeys to scale.

Investment focus

Software, Health Care, Artificial Intelligence
Series B, Series A, Series C
United States, India, Singapore

Portfolio highlights

Writer — Writer is the AI writing assistant for the world’s smartest brands. We help brand owners and content leaders scale their messaging, communication style, and must-have language, no matter who’s writing. Top brands like Twitter, Intuit, and McKesson have standardized their content creation on Writer.
Synapticure — The era of personalized care is finally coming to ALS. Synapticure will give all ALS patients access to the best care while fueling the advancement of personalized treatments for every type of ALS.
Nuvig Therapeutics — Nuvig Therapeutics is advancing innovative and transformational therapies that are designed to induce natural mechanisms to restore immune homeostasis, rebalance immune function following inﬂammation, and improve the treatment options for patients. Nuvig is building a pipeline of novel immune therapeutics for chronic inflammatory and autoimmunediseases.

Uninhibited Venture Investing Southeast Asia & Australia-New Zealand

Investment focus

Internet, Real Estate, Software
Series A, Seed, Series B
Singapore, Vietnam, Australia

Portfolio highlights

JigSpace — JigSpace is the interactive 3D presentation software that anyone can use to create immersive AR demonstrations and rich product stories. No coding required!
NoneAway — NoneAway is an AI -powered app that makes property buying, selling, and renting safer, smarter, and simpler.
Veremark — A leading online background checking platform that is scalable, secure and fast. Featured Checks - Criminal Record Check, Reference Check, Employment Check.

Zone Ventures is a partnership funded by institutional investors for the purpose of providing equity capital to young, high-growth companies, while achieving superior returns to its investors.Located in Los Angeles, Zone Ventures has been instrumental in building the Southern California Technology Community. They have built strong relationshipswith Universities, R&D labs, Entrepreneurs, and Financial Institutions to bridge the gap between the revolutionary technologies of tomorrow with the investment capital of today.While many of their investments are centralized in Southern California, their investments are not geographic specific, as they have and will continue to make investments outside of California.Their focus is on information technology businesses with enormous market potential, and pursues a people-focused approach to venture capital, funding entrepreneurs with the energy, vision, experience, and desire to build great companies.

Investment focus

Software, Manufacturing, Retail
Series B, Series A, Series C
United States, Vietnam

Portfolio highlights

Lumexis — Lumexis Corporation engages in developing, manufacturing, and marketing fiber-to-the-screen (FTTS) in-flight entertainment (IFE) and communication systems. The company also provides customer support, training, and software services. Lumexis Corporation was founded in 2003 and is based in Costa Mesa, California.
GOSTREAM — GoStream was founded with a mission to make a difference for your social media channels (Facebook fan page, Facebook group, Youtube channel, etc.) and your websites.Two of our impressive tools are known as GoStream and GoStudio. With them, producers can easily: convert and schedule any video URL to live streams, stream live video to any livestream service, live stream simultaneously on many platforms (Facebook, Youtube, Twitter, etc.), insert graphic effects into live streams, mix multiple camera sources into the live stream, organize interviews and talk shows on the live stream, create and play mini-games on live streams, and much more.No software installation is required to use GoStream.The outstanding growth rate is a testament to the capabilities of the GoStream team. We are constantly improving and developing every day.
Siimpel Corporation — Siimpel Corporation has been in the business of innovation since its original founding in 2000 as SiWave. With a heritage from NASA's Jet Propulsion Laboratory and a background in high-precision navigation grade MEMS sensors, the company has maintained a leadership in technology. In its short history, Siimpel Corporation created the smallesthigh port count optical switches in the world, packaged MEMS components for NASA's Mars rovers, developed the world's first MEMS horizon sensor, developed the highest precision laser ranging system, and created the world's smallest stages using MEMS technology. A recipient of the ATP (advanced technology program) award from NIST (National Institute of Standards and Technology), Siimpel is proud of its history of ground breaking innovation. Since 2004, Siimpel has been applying the high precision MEMS platform technology to enable the drastic reduction in size of high performance digital cameras. Siimpel's innovative products set new standards for the size and performance of digital cameras in mobile platforms.

ESP Capital is an Early stage Venture Fund with the mission to support tech startup companies in Vietnam and Southeast Asia. We aim to invest in companies that can create profound impact to improve life qualities

Investment focus

Fitness, Internet, Wellness
Seed, Funding Round
Vietnam

Portfolio highlights

WeFit — WeFit is founded in 2016, is one of the most potential startups in Vietnam. WeFit is building a mobile application that allows users to sign up for fitness packages to work out at different gym studios and other fitness facilities, much alike to ClassPass.
Cooky.vn — The community loves food, cooking and baking. Join the community to share recipes and cooking tips.
Homedy.com — Homedy Incorporation (ref: Homedy Inc.) was established in 2015 by co-founders are highly experienced in the field of internet / mobile marketing, along with a team of professional - passionate editors, leading experts in the field of Real Estate (Real Estate).With the foundation is providing digital marketing solutions for comprehensivereal estate market, They aim to be the leading real estate portal on the Internet / Mobile in Vietnam market & International. Homedy.com creation, They would like to bring to users a perfect experience of finding informations in the field of Real Estate: "easy searching - diverse selections - reliable results."Users coming to Homedy.com will always get the updated, completed, accurate informations about real estate market in local as well as international countries; from details about the types of real estate, the market situations, trend purchases, prices ... Because they commit to always do its best to maintain its role as an effective bridge and reliable choice of not only real estate businesses but also the users - the customers - the most premium in all fields.Slogan "More choice, more life ... "

Lisa Gokongwei-Cheng is a President at Summit Media. Attended Columbia University - Graduate School of Journalism.

Investment focus

FinTech, Payments, Internet
Seed, Series A, Pre-Seed
Philippines, Singapore, India

Portfolio highlights

Edamama — Shop online for mama and baby essentials. Enjoy free shipping with minimum spend of P1,500. Buy online now!
Otis AI — Otis is the first AI-powered virtual assistant that helps run and optimize your digital marketing cross-platform, at scale and at a budget that works for your business.
VAMA — VAMA is a one-stop virtual platform that provides easy access to e-pujas, e-darshans, and astrology services, to devotees from across India and the world.

GD10 Venture helps develop early-stage Web3 companies through their alliance of financiers and marketers.

Investment focus

Blockchain, Gaming, Cryptocurrency
Seed, Funding Round, Initial Coin Offering
Hong Kong, United States, India

Portfolio highlights

DOS Labs — DOS stand for Decentralized Operating System. We build a blockchain gaming platform for web3.
Ertha — Build The World You Want To Live In
KIP Protocol — KIP Protocol is a decentralised AI framework unlocking digital property rights of Knowledge Assets in the AI-powered future.

NBM is a specialized firm that successfully pioneered global digital-media investing over the last decade, backing successes like IDN Media in Indonesia, Pocket Aces in India, TheNewsLens in Taiwan and Capital Digital in Mexico. Its first venture fund, launched in 2015, consistently ranks in the top quartile of media and global venture funds. TheFund, which has been backed by several of the world’s leading media brands, is now open to other investors as its investment team moves to take advantage of the sudden rise of opportunities and new valuations in the global media landscape. NBM’s co-founders are Marcus Brauchli, the former top editor at The Washington Post and The Wall Street Journal; Sasa Vucinic, the longtime CEO of the Media Development Investment Fund (MDIF). The firm’s general counsel is Stuart Karle, former COO of Reuters and General Counsel of the Journal.

Investment focus

Digital Media, Advertising, Publishing
Seed, Series A, Series B
United States, India, United Kingdom

Portfolio highlights

Spectrm — Streamline your marketing funnel with Spectrm conversational marketing. The leading end-to-end chatbot platform for growth teams and enterprise.
Vietcetera Media — Vietcetera Media - Understanding Vietnam
Kaleidoscope — Kaleidoscope Content, bringing vivid stories from around the globe. Listen in color!

Investors by industry

Artificial intelligence