Harvard Business School

Syrup Tech is the machine-learning decision-support engine for inventory optimization in retail. The company uses advanced demand forecasting and stochastic optimizations. Syrup Tech's software empowers brands and retailers to significantly increase full-priced inventory sell-through by (1) preventing stock-outs and end-of-season markdowns, (2) decrease unnecessary excess inventory and reduce overproduction, and (3) unlock the nuances of each of the clients' channels and optimize across them.

Gryps, Inc. is an artificial intelligence company that specializes in document data extraction and analysis for building and infrastructure owners and operators. Founded in 2020 and based in Bronx, New York, Gryps offers a platform designed to streamline construction information management. This platform creates a common information layer that ensures permanent access to document-centric data, automates repetitive tasks, and facilitates the retrieval of critical information across various systems. By doing so, Gryps aims to enhance decision-making throughout the project life cycle.

Magma Trading operates an innovative online broker-to-broker platform that facilitates anonymous interactions between market-makers and order-entry broker-dealers, enhancing execution quality in equity markets. The platform offers real-time indications of interest for buying or selling, effectively routing messages to engage with market makers' liquidity for optimal trade execution. The management team comprises experienced professionals with backgrounds as CEOs and senior executives from prominent Wall Street technology and trading firms, further reinforcing the company's expertise in the financial sector. Through its advanced technology, Magma Trading aims to streamline the trading process and improve overall market efficiency.

Alpha Vantage Inc. is a provider of application program interfaces (APIs) that deliver real-time and historical data on financial markets, including stocks, foreign exchange, and digital currencies. Incorporated in 2017 and based in Cambridge, Massachusetts, the company focuses on creating accessible financial data solutions. Its APIs cover various categories such as stock time series data, technical indicators, and sector performance, aggregating information from diverse financial sources into a centralized platform. This enables software developers and sophisticated investors to leverage data effectively for building algorithms and digital assets. Alpha Vantage is committed to democratizing access to financial market data through its innovative technology and community-driven approach.

CozyKin, Inc. offers nanny services tailored for new or expecting parents, focusing on providing high-quality childcare. Founded in 2016, the company operates from Allston, Massachusetts, with an additional office in New York City. CozyKin employs a unique model by connecting families with Montessori-trained nannies, enabling caregivers to attend to 2-3 infants at a time in the families' homes. This service addresses the challenges faced by millennial families, who often struggle to find suitable childcare due to a shortage of options and a desire for developmentally appropriate care. By leveraging modern technology, CozyKin facilitates a two-sided marketplace that matches families based on location, schedule, and preferences while offering continuous customer support. In 2020, CozyKin was acquired by Higher Ground Education, further strengthening its position in the childcare industry.

Cobli is a prominent IoT technology company focused on connected vehicles and logistics in Latin America. Established in 2017, the company offers a fleet management platform that integrates vehicles with the internet using plug-and-play hardware. This technology enables fleet managers to access critical vehicle data for improved routing and dispatch, enhanced client delivery communication, and automatic crash detection. Cobli serves over 1,000 clients across various sectors, including vehicle rental, emergency services, and equipment installation. The company is recognized for its innovative approach, having won the Harvard Business School New Venture Competition, and being named one of LinkedIn's top ten startups in Brazil. Cobli's platform also emphasizes safety and efficiency by analyzing data from solar-powered trackers to identify driver behaviors and address challenges related to dynamic routing and fraud monitoring.

Kasisto, Inc. is a company that specializes in developing a conversational platform for financial institutions, enabling them to enhance customer engagement through virtual personal assistants. Its core offering, KAI, is a digital experience platform that facilitates the creation of branded virtual assistants and chatbots capable of delivering personalized experiences across various channels, including mobile apps, websites, and voice-activated devices. The platform includes solutions such as KAI Consumer Banking, which offers engaging experiences for users, and KAI Business Banking, providing immediate access to crucial financial information and services. Additionally, KAI Investment Management helps customers articulate their financial goals and receive tailored insights. Founded in 2013 and headquartered in New York, Kasisto also has offices in Mountain View, California, and Singapore, positioning itself as a key player in improving customer interactions in the banking sector.

Tauros Engineering was formed in 2013 to commercialize a revolutionary technology for the detection of bridge scour. Bridge scour is the erosion of earth around the foundation of a bridge and is the leading cause of bridge failure. Scour endangers public safety and can result in significant repair costs. Monitoring is required but current solutions do not provide accurate real-time detection. Their patent pending solution provides bridge owners with robust, accurate, 24/7 monitoring of scour.