Tresl was founded in Palo Alto, CA in 2018 by two LinkedIn Data Scientists under one mission: to make data-driven marketing easy. Its hero product: Segments Analytics, an ecommerce intelligence platform that gives brands access to the same analytics powers enjoyed by large enterprises, just like having your data team at a fraction of the cost. With their 1-click segmentations, actionable recommendations, and marketing integrations, Tresl provides step-by-step marketing optimizations across complex digital customer journeys to help brands take data-driven steps to monetize their data. Its customers include SodaStream, ILIA Beauty, BJJ Fanatics, and more. 兩個 LinkedIn 資料科學家以『用數據讓數位行銷更簡單』 為使命在 2018 年於矽谷成立了 Tresl。主力產品 Segments Analytics 是一個智能電商數據平台，提供品牌一鍵分眾的服務，讓行銷團隊輕鬆做到精準行銷，提升獲客成效，回購率以及轉換率。 使用 Segments Analytics 的品牌主只需要使用 1% 的成本就能得到一整個數據團隊的算能與分析，在極度競爭的網路商場裡得到必須的數據紅利與變現能力。目前服務的品牌包括 SodaStream, ILIA Beauty, BJJ Fanatics 等。 Marketing Automation/Ecommerce Analytics Offices: CA (HQ) and Taiwan Target Markets: US and EU Website: https://tresl.co/ LinkedIn: https://www.linkedin.com/company/tresl

Established in San Diego in 2015, Kneron is a leading provider of edge AI solutions. It is dedicated to the design and development of integrated software and hardware edge AI solutions for AIoT, smart homes, smart surveillance, security, mobile devices, robotics, and industrial control. Kneron’s mission is to enable and empower edge AI to be everywhere. Kneron primarily solves three main problems for smart devices running AI — security, energy and cost. Kneron's solutions are reconfigurable, increasing the efficiency of processing image and audio AI models. Kneron's investors include Alibaba Entrepreneurs Fund, CDIB, Himax Technologies, Inc, Qualcomm, Thundersoft, Sequoia Capital (and sub fund: CloudAtlas), CYZONE, SparkLabs Taipei, and Horizons Ventures, a venture capital firm founded by Ka-shing Li. 耐能智慧於 2015 年創立於美國聖地牙哥，為終端人工智慧解決方案的領導廠商，提供軟硬體整合的解決方案，包括終端裝置專用的神經網路處理器以及各種影像辨識軟體。耐能智慧所提供的智能設備具備安全性、超低功耗與低成本三大優勢，致力實現「AI 無處不在」的願景，將人工智慧技術深入擴展到終端設備、硬體 AI 晶片與軟體 AI 模型等，滿足大從自動駕駛、智能冰箱，小至門鈴或各式 AIoT 產品的需求。 耐能投資者包含阿里巴巴創業者基金、中華開發資本國際、奇景光電、高通 、中科創達、紅杉資本的子基金 Cloudatlas、創業邦、SparkLabs Taipei、與李嘉誠旗下的維港投資。耐能目前在聖地牙哥、台北、深圳、珠海設立辦公室，並擁有全球客戶和合作夥伴。 AI/ IC design Offices: San Diego (HQ), Taiwan, and China Target Markets: Global Website: http://www.kneron.com/ LinkedIn: https://tw.linkedin.com/company/kneron Email: info@kneron.us

Established in Taiwan in 2014, TMYTEK is dedicated to solving all the mmWave challenges in the 5G/B5G era. As a mmWave total solution provider, TMYTEK builds mmWave phased arrays for 5G and satellite markets with advanced Antenna-in-Package (AiP) technology, and ORAN has also listed TMYTEK as an alliance contributor. Its XBeam resolves the slow OTA testing issue in mass production lines to verify the billions of mmWave modules, smartphones, and base stations before shipping. TMYTEK also builds mmWave tools to make R&D more productive. Fortune 500 companies and top universities have adopted its BBox (a ready-to-use beamformer) and UD Box (a wideband up/down converter) as their mmWave engineering tool kits. 成立於 2014 年，稜研科技為毫米波 (mmWave) 前沿解決方案提供者，核心技術為 5G/B5G 的毫米波前端及軟硬體整合。稜研科技用最先進的天線封裝 (AiP, Antenna-in-Package) 技術，打造 5G 及低軌道衛星 (LEO) 所需的陣列天線及主被動元件。 稜研科技具備 O-RAN RU 架構所需射頻前端技術並已加入 ORAN 聯盟。XBeam 打造毫米波 OTA 產測方案，具高速且低成本特性，專為 5G 毫米波量產而生，領先業界。稜研科技為 R&D 開發用市場打造波束成形器 BBox 以及寬頻的上下變頻器 UD Box，獲得全球頂尖研究所及財富世界 500 強企業所採用。 5G / B5G / Communication Infrastructure Offices: Taipei (HQ) and Hsinchu Target Markets: Europe, Asia Pacific, North America, Middle East Website: www.tmytek.com LinkedIn: https://tw.linkedin.com/company/tmy-technology-inc. Email: operation@tmytek.com

PenguinSmart is enabling intelligent, individualized rehab therapy for all. Founded by Harvard & MIT alumni, their team combines the latest data sciences with expert insights to empower caregivers to become a key part of the rehab journey. They are first serving the USD$14B children's speech and language therapy market in China while developing a global solution, as this is a universal issue that impacts 1 in 6 children. Their solutions not only increase the efficacy of rehab therapy, but they also allow therapists to oversee 8x as many patients while providing long-term care. PenguinSmart is an Alchemist Accelerator and SparkLabs Taipei-backed company and was named one of the Top 10 Disruptive Parenting Companies of 2017 by Disruptor Daily. PenguinSmart 發源於美國矽谷，由麻省理工與哈佛校友共同創辦，以追求「 為每個家庭釋出最大健康幸福潛力 」為願景，推動智慧型客製化復健支持服務。 透過結合專家洞察力與 AI 機器學習，為病患家屬賦能，成為家人復健過程的重要參與者。從現今影響全球六分之一 孩子的溝通力發育疑慮開始，協助家長回答兩個問題 — 「我孩子目前發育進度是否正常？」 和「若有發育落後的疑慮，我現在可以怎麼做？」 線上服務專注於海內外華人家庭的孩子成長與發育，其客製化數據平台不僅有效實現 「以家庭為核心 」 的早期療育模式，此模式更能提高每一專業治療師的服務範圍與人群至少 8 倍。至今，已與多家醫療與教育單位合作，共同服務廣大中國大陸及海外華人家庭，可觸及人群達 5 百萬人次。 PenguinSmart 在 2017 年由美國顛覆者日報評選為全球育兒類十大顛覆型企業，近期更獲得全美第一之企業新創加速器 Alchemist Accelerator 及國際加速器 SparkLabs Taipei 背書。 Digital Healthcare / Education Offices: Taipei (HQ), Beijing, and Silicon Valley Target Markets: China Website: www.mypenguinsmart.com/ LinkedIn: linkedin.com/company/penguinsmart/

Pickupp is a data driven, AI-enabled logistic platform dedicated to supporting merchants with flexible and cost-effective solutions. Its platform connects and consolidates all types of assets in the supply chain to improve logistics scalability, flexibility and cost efficiencies. Its competitive edge lies in an asset light model with proprietary technology that dynamically bundles efficient orders in clusters and utilizes predictive pricing to match the most suitable courier at the lowest marginal costs. With their line haul, warehouse, sorting and delivery network, businesses can de-bottleneck peak sales periods to scale without worrying about logistics or sacrificing speed and cost of delivery. Pickupp’s customer base ranges from e-commerce, retailers, and F&B to multinational 3rd Party Logistics. It started operations in Hong Kong back in mid 2017, and expanded to Singapore and Malaysia in 2018. Starting in late 2020, Pickupp began operating in Taiwan, generating an ARR of over US$15mm, and is looking to quickly scale up Taiwan’s business and expand into other Southeast Asian markets. Pickupp 是一個人工智慧物流平台，透過 AI 精密數據分析幫助商家控制物流成本，提供彈性、高效的物流解决方案，靈活對接及調度各種眾包運力及供應鏈資源，令物流服務更具彈性、可擴展性同時智慧控制成本。 輕資產模式結合專有技術，可隨時將不同類型、高密度訂單作智慧綑綁打包；透過人工智慧預測成本價格，以最低的邊際成本媒合最合適的配送員完成末端派送。憑著長途運送、倉儲、撿貨和配送員網路，利用大數據和優化技術提高物流尖峰時期的運送乘載量，電商及零售業者可突破銷售瓶頸，無需再為物流所煩惱、犧牲交付時間和成本。 Pickupp 服務的客户範圍包括電商、零售、餐飲連鎖通路以及跨國物流企業。於 2017 年中開始在香港的業務，於 2018 年擴展到新加坡和馬來西亞，2020 年中開始在台灣運營，公司年度經常性收益超過美金 1500 萬元。目標迅速擴大台灣業務，並擴展其他東南亞市場。 Smart Logistics / Supply Chain Offices: HongKong (HQ), Singapore, Malaysia, Vietnam, and Taiwan Target Markets: Asia Pacific Website: pickupp.io LinkedIn: https://www.linkedin.com/company/pick-upp/

Established in Taiwan and San Francisco in 2018, Aegis Custody is a blockchain financial services company specializing in providing secure and user-friendly solutions for trading, managing and protecting digital assets for financial institutions and enterprise clients. The company's services cover the issuance, circulation and custody of digital assets, including over-the-counter (OTC), cryptocurrency funds, asset management and supply chain finance services. Aegis Custody has partnered with an Amazon vendor, a Taiwanese Electronic Components company, and a global third-party payment company, among others, with goals to increase the liquidity of digital AR assets throughout 2020Q4, bring in a greater diversity of assets, and better match asset owners with funds providers. Aegis Custody 是 2018 年成立於台灣與美國加州舊金山的區塊鏈金融服務公司，專為金融機構與企業客戶提供安全且便利的交易、管理和保護數位資產的解決方案。 Aegis Custody 的產品服務包含數位資產發行、流通與託管、場外交易（OTC）、加密貨幣基金、資產管理和供應鏈金融等服務。Aegis 已與亞馬遜的合作供應商、台灣電子公司、傳統產業和全球運營的第三方支付公司合作，在 2020 年第四季起為更多數位資產提供其流通性，引入多樣化的資產並媒合資產所有者和資金提供者。 FinTech/ Supply Chain Finance Offices：San Francisco(HQ), South Dakota, Sioux Falls, Hong Kong, and Taipei Target Markets：HK and US Website：https://www.aegiscustody.com/ LinkedIn：https://www.linkedin.com/company/aegis-custody

OakMega provides omnichannel instant messaging CRM solutions for businesses, conquering the last mile of communication with customers. OakMega empowers large enterprises to integrate IM platforms with Salesforce and HubSpot, building an efficient way to acquire, analyze, and engage with customers. Concurrently, with their SaaS and marketplace model, SMEs can build an intuitive CRM like never before. Founded in 2019, OakMega has over 150 clients in Taiwan and Japan from various industries, including gaming, medical, real estate, retail & FMCG, KOLs, etc. OakMega is rapidly scaling in APAC and further expanding into the US and European Markets. OakMega 為通訊軟體打造 CRM 解決方案，為品牌主在疫情時代加速數位轉型，與顧客建立即時、互動性強的溝通模式，完成對話的最後一哩路，提升用戶溝通體驗。 OakMega 協助大型企業導入通訊軟體 CRM，整合 Salesforce、HubSpot 等生態系，打造完整的第一方資料庫，提供精準訊息推播與自動化行銷模組；同時建立 SaaS 與 Marketplace 模式，幫助中小企業品牌快速建立會員資料庫，經營與主顧客長久關係。 成立於 2019 年，OakMega 服務產業領域多元，包含遊戲業、醫藥業、地產建設、零售與 KOL 等，累計服務超過 150 個台灣與日本品牌。 OakMega 預計於 2021 年起加速拓展至亞太與歐美市場。 CRM / SaaS Office: Taipei (HQ) Target Markets: APAC, especially in Taiwan and Japan. Website: www.oakmega.com Linkedin: linkedin.com/company/oakmega

Auriga Security offers data solutions that leverage machine learning and artificial intelligence to assist customers, such as corporate executives and data scientists, gain access to critical data quickly and efficiently. Customers can use these new and vital insights in real-time and in the long term to make better business decisions. ParseMe, Auriga Security’s hero product, provides unique and proprietary data processing and compression technology that can reduce the amount of time needed to collect, parse, normalize, and convert data by 92%. It can also reduce the required amount of storage to achieve these tasks by 80%. Within six months of its release, Auriga Security has already provided data analysis and cybersecurity protection for manufacturing, telecommunication, financial, Internet of Things, and consulting industries, with a presence in several countries such as Taiwan, Macao, Singapore, Korea, and Thailand. Auriga Security 以機器學習為基礎，創造出業界首創人工智慧資料收集器，幫助企業高層及資料科學家快速獲取關鍵資訊、即時挖掘資料洞察並協助做出重要決策。ParseMe 獨特的數據處理及壓縮技術，將一般處理資料擷取 、解構、結構、輸出所需運算時間減少 92% ，所需儲存空間節省 80% 。 上市不到六個月，Auriga Security 已成功為製造、電信、金融、資安、物聯網、顧問等產業提供資安與大數據分析服務，客戶遍及台灣、泰國、澳門、新加坡、韓國等國家。 Website: https://www.aurigasec.com/ LinkedIn: https://www.linkedin.com/company/aurigasec AngelList: https://angel.co/auriga-security