Discover how to optimize patient flow through your Emergency Department
See how Bernoulli Optimizer™ can uncover hidden bottlenecks
See how Bernoulli Optimizer™ can uncover hidden bottlenecks
Bernoulli Optimizer™ software by Potentia Analytics™ uses sophisticated modeling and machine learning techniques to simulate and optimize the flow of patients through an Emergency Department, reducing cost and maximizing resource utilization
Imagine being able to play “what if” scenarios with ER staffing and flow with immediate results. Bernoulli allows virtual reallocation of staff, beds and other resources, along with patient movement through the ER with the prediction of key metrics. Users can change patient inflow parameters (acuity and volume) to see how your system responds.
Bernoulli’s powerful and flexible architecture can model simple single provider or sophisticated multi-track ERs including all resources and stations. Process improvements can be easily prototyped to explore new ideas without lengthy and costly trials.
Bernoulli consolidates patient time and acuity data from registration, for continuous up-to-the-minute reporting of interdepartmental system performance, with the capability to model simple to complex hospitals including multi-track, acuity, mid-levels, scribes and more.
Bernoulli’s predictive model identifies bottlenecks and redundancies in the system and offers real-time staffing recommendations, allowing Emergency Department leadership to manage changes in acuity and flow.
Bernoulli alerts of possible bottlenecks hours before they happen, enabling the Emergency Department to prepare well in advance.
“Through modeling, users can quickly predict the outcome of changes including length of stay, left without being seen, wait-times, and more. ED leadership can then analyze the results to determine which changes will be most impactful”
Using cutting-edge technology, Bernoulli draws on stochastic flow diagrams, queuing theory, and Poisson distributions to simulate and optimize the flow of patients through the department, reducing wait-time, length of stay, and Left Without Being Seen/Left Before Treatment Complete.
Bernoulli’s predictive model identifies bottlenecks and redundancies in the system and highlights demand-capacity mismatches. Emergency Department processes and staffing can be adjusted to best meet the changing needs of the Emergency Department throughout the days, weeks, or seasons.
Bernoulli provides a real-time early warning system for potential bottlenecks, allowing you to solve problems before they happen instead of reacting to a backed up ER.
Bernoulli lowers staff and patients’ stress levels by increasing provider efficiency and reducing patient wait-time. Allowing providers to concentrate on patient care which increases MACRA/MIPS scores.
Bernoulli creates the perfect simulation to meet individual Emergency Department’s need, reducing organization’s lost revenue associated with patients leaving not being seen, while improving key metrics without decreasing patient care.
“Your customer service should be set as an industry best practice and we’ve used your competitors. They helped my provider/scheduler team set up their first schedule and it was flawless. Thumbs up for the first run!”
“We are extremely grateful for all the hard work (your team) continues to do for us. We are amazed and continue to be surprised by what (Symphony) has grown into which is exactly what we need! Each facility runs differently and I am impressed with the developers’ abilities to tailor it to our needs.”
“It used to take me hours to crunch numbers for certain reports that I need. It was a real a-ha moment for me when learned that I can use Symphony to pull the exact reports, instantly at the touch of a button…in a spreadsheet or analytic format.”
“Bernoulli gives me the ability to test what-if scenarios in a virtual way before I impact the lives of the people in my department with changes in staffing or modeling.”
“Bernoulli enables us to increase efficiency, allowing us to eliminate wasteful activities to create more space for caring for the patient, having time to hold their hand in the room when needed.”
Schedule a demo today to see how we could help optimize your organization.
Dr. Shahram Rahimi is currently the Department Head and Professor at the Department of Computer Science and Engineering at Mississippi State University. Prior to that, he was Professor and Chair at the Department of Computer Science at Southern Illinois University (SIU) for six years. Dr. Rahimi has extensive background in both academia and industry. He is a recognized leader in artificial intelligence with over 190 peer-reviewed publications and several patents or pending patents in this area. He has served as the Editor-in-Chief of the International Journal of Computational Intelligence and sits on the editorial board of many other journals. He is also an integral part of the IEEE’s Committee for New Standards.
Shahram has organized over 15 conferences on Artificial Intelligence and multi-agent systems over the past decade and has served as Principal Investigator for several federally funded and industry-funded research projects. Shahram has been contributing to advancements in AI and Computational Intelligence over the past 20 years.
Norman Carver is a distinguished technology research scientist specializing in the area of Multi-agent systems, distributed problem solving, sensor interpretation, knowledge-intensive control of AI systems distributed problem solving (DPS), machine learning, multi-agent learning, architectures for knowledge-intensive control of AI systems. As a research scientist with numerous publications and two grants by the National Science Foundation, much of Dr. Carver’s theoretical work has been based on the use of Decentralized Markov Decision Processes (DEC-MDPs) for modeling MAS problems and producing minimum communication coordination strategies. Dr. Carver is the Chief Technology Officer at Potentia Analytics and a professor in the Department of Computer Science at Southern Illinois University in Carbondale with a Ph.D. in Computer Science from the University of Massachusetts.
Bonnie Kucharski is a dynamic operations leader with over 20 years of experience in the technology sector. She comes to Potentia Analytics from Liaison (OpenText), a leading provider of cloud-based enterprise application integration and data management solutions with a large footprint in healthcare data translation and harmonization. For nearly a decade she grew and led the technical integrations team responsible for the translation and architecture of data between two companies therefore optimizing interoperability.
Bonnie has held strategic positions within the technology sector at organizations including 3Com Corporation (formerly US Robotics) and Blackboard (formerly SchoolCenter). She has a Master of Arts degree in Organizational Management from Ashford University and a Bachelor of Arts degree in Business Management from DePaul University. She is also a certified Project Management Professional (PMP).
Amb. Michael Gfoeller (ret.) is an independent consultant on international politics and security matters.
He served for 26 years (1984 to 2010) as a US Foreign Service Officer. His career included service in Riyadh, Saudi Arabia; Manama, Bahrain; Iraq; Moscow, Russia; Yerevan, Armenia; Chisinau, Moldova; Warsaw, Poland; and Brussels, Belgium. From 2004 to 2008, he served as Deputy Chief of Mission and Charge’ d’Affaires at the US Embassy in Riyadh, Saudi Arabia.
He served for two years (2008-2010) as the Senior Political Advisor to General David Petraeus, then Commander, US Central Command. He retired from the State Department with the rank of Ambassador. His foreign languages include Arabic, Russian, French, and German.
Amb. Gfoeller is a member of the Council on Foreign Relations, the Cosmos Club, the Union League Club of New York and a Board Member of Potentia Analytics. He is also a Founding Partner of Arabia Analytica, LLC.
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Dr. Shivji is the Founder of 123Dentist, the 2nd largest DSO in Canada in terms of the number of practices. He is responsible for providing overall strategic direction and leadership to his Executive Team and highly respected in the Canadian dental industry. Dr. Shivji has decades of clinical experience and many of successful partnerships with practitioners. He has a proven track record in deal making and managing a broad network of dental practices. Dr. Shivji graduated from University of British Columbia Dental School in 1993 with a Doctor of Dental Medicine degree.
Dr. Iscovich has served as Chief Executive Officer of the Qualitas Group of Envision Healthcare, focused on developing the healthcare workforce. Through acquisition of Vista Staffing Solutions, the merger of Qualitas Staffing and telemedicine, Dr. Iscovich created viable solutions for today’s staffing issues.
Dr. Iscovich also served as the Chief Executive Officer of EmCare’s largest division, extending from Missouri to Hawaii. He has broad experience in physician management, healthcare finance, healthcare technology, organizational development, and mergers & acquisitions.
Dr. Iscovich currently serves as the Board Chair of Direct Relief, recognized as one of the top charities in the world. Direct Relief provides billions of dollars in global humanitarian relief partnering with pharmaceutical and healthcare companies throughout the United States and the world.
Dr. Iscovich is a member of the board of directors of Office Works, a staffing company, and board chair of Potentia Analytics, a startup company providing healthcare, political, and financial analytics. He also served as an advisor to InTouch Health, a robotics and telemedicine company, and was the CEO and founder of First Medical Group.
Dr. Iscovich currently serves on the Investment Committees of Envision Healthcare and Cottage Health System. He has been a past member of the Board of Directors for Cottage Health and served as Chair of the Audit/Compliance Committee. He has also served on the Catholic Healthcare West Central Coast Board of Directors (now Dignity Health), president of the St. Francis Hospital of Santa Barbara Foundation, as State of California EMS Commissioner, assistant clinical professor at the Keck USC School of Medicine, and on the American Heart Association National Faculty.
Dr. Iscovich received his medical degree from the University of California at San Francisco and a bachelor’s degree in philosophy and Chemistry (summa cum laude) at the University of Puget Sound. He lives with his wife Lisa in Santa Barbara, California.
Bill is a seasoned investment professional with over 40 years of experience in the global financial industry. He serves as an Independent Board Director and and/or Senior advisor to a range of organizations, both in the not-for-profit and for-profit arenas. His Wall Street career began in 1973 at Donaldson, Lufkin and Jenrette. He has a long-history of involvement within the hedge fund community, which began in 1983 when he met Julian H Robertson Jr. of Tiger Management. Bill has been investing in hedge funds ever since. He has lectured at the University of Virginia, Yale University, Harvard University and I.E. University in Madrid, Spain.
Bill serves on the board of the Jamestown Foundation which is widely considered one of the best resources on Terrorism and Russia. Bill was a U.S. Army Infantry Lieutenant in Vietnam and spoke Vietnamese. He is Chairman of the Governors Council of the Cerebral Palsy Alliance Research Foundation in NYC. He has a long history of involvement in causes related to Cerebral Palsy. He is an “Honorary Angel” of 100 Women in Hedge Funds. He is a Trustee of the Episcopal Academy, founded in 1785, in Newtown Square, Pennsylvania. Bill is also a Board Member of Potentia Analytics, a software company and is a Founding Partner of Arabia Analytica, LLC. He is on the Board of Rhymella, a children’s book company.
Dr. Sean Bozorgzad operates at the nexus of computer science and Healthcare. He is a practicing emergency room physician with a passion for software and information technology. Sean is currently the Chief of Medicine and the Emergency Department Medical Director at Peace Health United General Medical Center in Sedro Woolley, Washington, as well as, an adjunct faculty at the University of Southern Illinois Department of Computer Science.
For over ten years, Sean has helped create some of the most innovative software solutions to optimize emergency medicine staffing and logistics. He is also passionate about education and routinely participates in international educational trips as a way of giving back to the world community. He received a Bachelor of Science in Genetics from the University of South Florida and a Doctorate of Medicine from the University of British Columbia.
Mr. Berardino Baratta has been involved with Potentia Analytics since 2015 working initially as a consultant before joining in 2017 as CEO. Previously, he was General Manager of the Multimedia Applications Division for Freescale Semiconductor where he turned the business around, achieving profitability and sustained growth with major design wins at Microsoft, Ford, Amazon, Sony, and Logitech.
Prior to this, he led Strategy, Marketing and Business Development for the $2B Wireless Mobile and Systems Group at Freescale. He began his career with Metrowerks Corporation, a leading provider of Software Development tools, where he led engineering through its growth from startup to public corporation through acquisition by Motorola Corporation. Mr. Baratta co-founded Specialized Equine Services, a 501(c)3 corporation focused on using horses to help children, adults and veterans with disabilities. He received his Bachelor of Mechanical Engineering (Honours) degree from McGill University in Montreal, Canada.