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quantum integrated Artificial intelligence

Quantum Information Gives You A Sustainable Competitive Advantage. Now

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AI, QUANTUM and ACCELERATED DISCOVERY FRAMEWORK

IBM Quantum, IBM Research, Rüschlikon, Switzerland Research Directions in Quantum Technology

The state of quantum computing applications in health and medicine
in 40 experimental and theoretical studies (24 July 2023)




IBM Research, Rüschlikon, Switzerland Research Directions in Quantum Technology

The state of quantum computing applications in health and medicine in 40 experimental and theoretical studies (24 July 2023)


Processing Data With Complex Structure - Experimental Study

Heidari, N., Olgiati,S., Meloni, D., Pirovano, F.,
Noorani, A., Slevin, M. and Azamfirei, L., 2021.


QUANTUM INFORMATION

From Information to Quantum Information

Dramatic reductions in the cost of obtaining, processing, and transmitting quantum information will change the way companies do business.

From Analytics to Discovery-driven Supercomputing

Companies that evolve from analyzing data to utilizing quantum information to discover new ways to solve problems will attain a competitive advantage.

QUANTUM INFORMATION

Our products are ready for IEEE AC P3329 Standard for Quantum Computing Energy Efficiency Standard

We integrate Ultra Low Energy, Low Energy, and Quantum Computing Phases in our Supercomputing Cycles.  
They are designed  to improve the sustainability of Artificial Intelligence models and reduce their energy consumption.

Our products are ready for IBM European Quantum Data Center

With the European IBM Quantum data center, we can ensure that data is handled and processed solely in Europe.

Quantum Computing contributes to Sustainable Development

Goal:  9

Our products are ready for ISO/IEC DIS 4879 Quantum Computing Standard

In the coming decade, the rapidly growing demand for computational-intensive applications - like Artificial Intelligence - will  outpace the efficiency gains that have kept energy use in check.
Investments in next-generation information and computing technologies will be required to avoid potentially steep energy use growth later this decade.
European Quantum will be able to handle their users data and combine them with their own or third party classical resources to develop and integrate quantum into their own advance compute solutions.

From IT to QIT

Quantum Information Technology (QIT) is more than just quantum supercomputers.

QUANTUM INFORMATION

ESG
Environment, Social, Governance

Our Ultra Low and Low Energy Computing Products impact:

Environmental aspect: greenhouse gas emissions, deforestation, reforestation, pollution mitigation, energy efficiency and water management.

Social aspect: risk and return assessments directly through results in enhancing  bias mitigation.

Governance aspect: corporate governance such as preventing bribery, corruption, cybersecurity and privacy practices, and management structure.

why DISCOVERY DRIVEN COMPUTING?

Large Data Centres require more than 100 megawatts (MW) of power capacity, enough to power around 80,000 households (Energy Innovation)

How Much Energy Do Data Centers Really Use?

In the coming decade, the rapidly growing demand for computational-intensive applications like Artificial Intelligence and the the rollout of 5G will  outpace the efficiency gains that have  kept data center energy use in check.

Investments in next-generation computing technologies will be required to avoid potentially steep energy use growth later this decade.

Our story

ISO/IEC DIS 4879
QUANTUM COMPUTING STANDARD

Our  Quantum computing algorithms are compliant with the preliminary releases of the ISO/IEC DIS 4879 quantum computing standard and are designed  to improve the sustainability of Artificial Intelligence models and reduce their energy consumption.

Our technologies

Our Products

cropp©

Our proprietary cropp©  (Complexity Reduction & Optimization for Predictive Performance) is a low-energy auto-ML System inserted downstream of the minimized and optimized MinOptDB© database with no need for further additions.

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cropp X ©

cropp X ©   is a proprietary Explainable Artificial Intelligence (XAI) System that makes cropp© predictions understandable by humans without recurring to statistical or SHapley Additive Performance (SHAP) values.

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cropp XQ ©

cropp XQ © is a proprietary  Quantum Machine Learning (QML) System that allows humans to assess the noise in QML predictions.

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MinOptDB©

Machine Learning Platforms  often require  hundreds or thousands of features, some of which can be irrelevant, redundant, or both. However, selecting the minimum number of optimal features  from a large feature space in a Big Data DB is considered as an NP-complete problem.

Our proprietary MinOptDB© System (Minimal Optimal DataBase) is a low-energy, ML-augmented, and human-understandable technology that improves the performance and reduces the storage & computational cost of Machine Learning Platforms  by: 1) eliminating the irrelevant and redundant features; 2) accelerating the model training and prediction speed; 3)reducing the monitoring and maintenance workload for the Big Data pipeline, and; 4) providing better model interpretation and diagnosis capability.

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MinOptDB Q ©

Our proprietary MinOptDB Q© is a Hybrid Quantum/Classical  System that combines quantum state preparation and measurement with classical optimization on NISQ devices.

More information >>

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