News | Artificial Intelligence | May 17, 2022

EdgeAi is a breakthrough explainable and open-box artificial intelligence to accelerate adoption

EdgeAi is a breakthrough explainable and open-box artificial intelligence to accelerate adoption

May 17, 2022 — Edgility, Inc. launched EdgeAi as healthcare's first operationally embedded AI with Explainability. EdgeAi exposes the internal mechanics of machine learning and deep learning systems in human-understandable terms. Trust in AI model predictions is paramount if care providers and administrators are to accept the decisions based on them. EdgeAi generates a standard label for transparency of the prediction model, leading to better AI adoption and openbox development.

"EdgeAi natively incorporates Explainability so humans can understand the inputs and the results," said Justin Falk, Edgility's Chief Technology Officer. "In contrast to the traditional AI "black-box," which even the developer rarely understands, EdgeAi surfaces the logic to the end user."

As an early Edgility partner, University Hospitals (UH) in Cleveland is at the forefront of utilizing EdgeAi predictions and insight while revealing the data and logic that creates each forecast prediction. "At UH, we utilize EdgeAi to predict discharges and expose the factors that influence the prediction visible to all end-users," said Sam Brown, UH's VP of Logistics and Systems Operation.

Built into Edgility's Smart Operations and Orchestration platform, EdgeAi predictions are mapped to specific levers of action toward achieving a particular outcome.

"UH is at the forefront of utilizing AI to build a culture of trust," said Cliff Megerian, MD, FACS, Chief Executive Officer of UH, Jane and Henry Meyer Chief Executive Officer Distinguished Chair. "Paired with our strong strategic plan and operating model, we are achieving the advantages of being a unified health system, enabling future investments that advance care and help make UH the most trusted caregiver in Northeast Ohio."

EdgeAi's predictions are translated into orchestrated actions and behaviors through Edgility's Smart Operations Platform, making this a closed-loop intelligence and action engine. "The future of problem-solving demands demystified algorithms," said Balaji Ramadoss, co-founder, and CEO of Edgility. "EdgeAi enables health systems to construct their own AI factory to curate datasets and run thousands of learning cycles and algorithms."

"Without a clear mapping to the next behavior, AI outputs are ineffective," said Peter Pronovost, MD, PhD, Chief Quality and Clinical Transformation Officer at UH. "At UH, we utilize the EdgeAi prediction to hardwire behavior to fractal management models to drive accountability and action."

EdgeAi is built on Edgility's Cognitive Platform and closes the "AI–action" loop in real-time. With over 2 million patients orchestrated just in 2021, the capability within EdgeAi will benefit millions more and transform patient care by bridging the current AI opacity.

For more information: www.edgilityhealth.com


Related Content

News | Bone Densitometry Systems

June 19, 2025 — Naitive Technologies has published results demonstrating the diagnostic performance of its AI-powered ...

Time June 18, 2025
arrow
News | Lung Imaging

June 18, 2025 — Exo recently announced that now included on its Exo Iris is the first ever FDA 510(k) cleared AI for ...

Time June 18, 2025
arrow
News | Digital Pathology

June 11, 2025 — Diagnostic laboratory leaders view digital pathology and artificial intelligence (AI) as pivotal to ...

Time June 12, 2025
arrow
News | Lung Imaging

June 11, 2025 — To prepare healthcare workforces and providers for an AI-driven future, Qure.ai has expanded its Global ...

Time June 11, 2025
arrow
News | Radiology Imaging

June 10, 2025 — CIVIE has announced the official launch of RadPod, an AI-driven, on-demand radiology platform designed ...

Time June 10, 2025
arrow
News | Ultrasound Imaging

June 4, 2025 — RadNet, Inc., a provider of high-quality, cost-effective diagnostic imaging services and digital health ...

Time June 09, 2025
arrow
News | Mammography

June 9, 2025 — A new independent, peer-reviewed study published in the journal Clinical Breast Cancer reinforces the ...

Time June 09, 2025
arrow
News | Imaging Software Development

June 05, 2025 — Nano-X Imaging Ltd. has announced that its deep-learning medical imaging analytics subsidiary, Nanox AI ...

Time June 05, 2025
arrow
News | Prostate Cancer

June 5, 2025 – Artera, the developer of multimodal artificial intelligence (MMAI)-based prognostic and predictive cancer ...

Time June 05, 2025
arrow
News | Ultrasound Imaging

June 3, 2025 — In a collaborative study between the Departments of Radiology at the Children’s Hospital of Philadelphia ...

Time June 04, 2025
arrow
Subscribe Now