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Ambient Clinical Analytics is the creator of a software platform designed for data assimilation, communication and analytics. It is based on decision support tools initially deployed in the intensive care unit (ICU) or emergency department of hospitals. Our software consists of algorithms that mine data from electronic medical records (EMR). It then presents that data to the physicians and nurses so they may facilitate real-time clinical decision making and care delivery. These products are positioned as add on applications that are designed to easily integrate with the current major EMR providers.

One of the top manufacturers of photonic quantum hardware worldwide is Canadian company Xanadu Quantum Technologies Inc. The goal of Xanadu, a company established in 2016, is to create quantum computers that are both practical and accessible to everyone. The company has adopted a full-stack strategy to accomplish this aim, creating hardware, software, and engaging in cutting-edge research with selected partners. With the help of the Strawberry Fields application framework and the Xanadu Quantum Cloud (XQC) service, businesses and researchers can now start using Xanadu's photonic quantum computers. Through the creation of PennyLane, an open-source project that has grown to become a premier software library among quantum researchers and developers, the business is also developing the field of quantum machine learning (QML).

Wyvern is a space company located in Edmonton, Alberta, Canada delivering Earth Observation imagery from satellite platforms.

Allure uses artificial intelligence to develop an anti-phishing solution that defends enterprise customers from cyber attacks. Allure detects phishing campaigns in near real-time from the first customer attack. It identifies which customers are being phished, devalues anything the cybercriminal may have stolen from the customer, and assists the enterprise in destroying the malicious site by taking it down. It was developed with $10M in DARPA funding by a team of Columbia University scientists. It is headquartered in Waltham, Massachusetts.

Construction is being digitalized by KEWAZO using robotics and data analytics. To enable digital services, we integrate robotic platforms locally. Our robotic material hoist LIFTBOT reduces labour costs by up to 44% in the scaffolding industry, addresses the manpower shortage, and increases safety. Our on-site robots gather operational data, which we then deliver to our clients in the form of a data analytics platform, enabling more proactive management of both specific projects and businesses as a whole. The robotic technology will next be modified for material transportation in additional building trades and industrial applications. Visit our Facebook page at www.facebook.com/kewazo. You can follow us on Twitter at @KewazoRobotics.

Earth Blox provides a platform for analyzing geospatial data through a visual interface for environmental and land analysis. The system enables users to build workflows using satellite imagery and other earth observation datasets without requiring extensive coding knowledge. It supports applications such as deforestation tracking, carbon monitoring, agriculture assessment, and land use analysis. The platform integrates data sources and processing tools to help users generate insights, automate analyses, and export results for reporting or further use. It also allows collaboration across teams by sharing workflows and outputs within a unified environment. Earth Blox supports organizations working with geospatial intelligence by simplifying access to large-scale environmental data and analysis tools.

Foresight Works is dedicated to dramatically amplifying an organisation’s ability to manage and execute megaprojects of any complexity. It is all about data. We turn “gut feel” and habits into hard numbers and evidence-based decisions. Our proprietary tools use Nobel Prize winning analytical techniques, data science, and knowledge management to improve performance on cost, time, and benefit realisation of capital projects. Geared towards construction and infrastructure, any large capital project can benefit from our tools and insights. Our expertise stems from peer-reviewed rigorous research which brings a fresh perspective to boards, entrepreneurs and the C-suite.

Chorus Intelligence provides technology that allows authorities to investigate crimes using mobile phone records.

Eileen provides a platform for CPG brands to audit product placement by crowdsourcing shelf checks, photo‑verified audits, and analytics.

GridBeyond is the creator of a cutting-edge artificial intelligence system designed to work towards a worldwide carbon-neutral future. The company offers AI services and storage solutions to assist customers in reaching this goal by connecting distributed energy sources with electricity markets. This enables users to tap into large-scale renewable energy generation, battery storage, and industrial load resources in order to optimize opportunities and enhance the efficiency of the grid.

DineU is a platform that lets students use their current meal plans and match orders with vetted student couriers for on-campus food delivery from university dining establishments.

The Coleridge Initiative is a nonprofit organization working with governments to ensure that data are more effectively used for public decision-making. We do this both by providing a platform to securely link confidential data within and across states and agencies, and by providing data literacy training to agency staff. Our platform is the Administrative Data Research Facility (ADRF) which is a secure, FedRAMP-certified, cloud-based environment that enables government agencies to link their longitudinal data with other states and agencies. We train state and federal partners to use the ADRF through the Applied Data Analytics (ADA) training programs which are modular, project-based trainings that allow agency staff to work hands-on with their own data. The ADA programs train agency staff to use modern data analysis methods to answer real-world questions and develop open-source tools that can be used after training ends to improve decision making. One of the flagship offerings of the initiative is the Administrative Data Research Facility (ADRF) which provides a secure platform for agencies to host confidential micro-data. The initiative also offers a training program in applied data analytics developed specially for public policy professionals. The curriculum is designed to train public sector professionals and researchers in cutting edge analytical skills. The program teaches participants in, among others, data management, record linkage, machine learning, text analysis, inference and privacy techniques by using real micro data to solve policy problems.