BENEFITS OF
FEDERATED LEARNING

NEW BUSINESS SCENARIOS & RESULTS IMPROVEMENT

Unlock AI/ML collaborative models between organizations without compromising privacy as data is not shared.

Open ways of collaboration for complementary organizations but also for competitive organizations as data is not shared. This creates unimagined scenarios and has the potential to massively impact financially or operationally.

Ground-breaking collaboration scenarios between public and private organizations.

different scenarios with sherpa.ai in the center

CURRENT AND FUTURE REGULATION COMPLIANCE

The traditional way of training ML/AI models is no longer valid.

Organizations must now adapt to the new standards of privacy and regulations; and will have to adopt new Privacy Enhancing Technologies (PETs) to be compliant.

Regulatory compliance diminishes execution risk, accelerates time to market, and reduces investment needs as deployment doesn’t require additional infrastructure.

ESG

Digital Ethics: Federated Learning goes beyond the principles of data ethics as it allows to extract all the benefits of data, preserving privacy as data is not shared.

Reduction of carbon footprint: Federated Learning decentralizes data processing which reduces carbon footprint.

OTHER BENEFITS

Federated Learning addresses other challenges like Bandwidth Limitation, in situations of unreliable connectivity (i.e. offshore facilities, remote locations) as well as Excess Latency or Network Congestions.

transformative
use cases

COMING SOON

We are currently testing our platform with top-tier global organizations with outstanding results that we will be able to showcase very soon.

Stay tuned

Sherpa.ai’s PRIVACY-PRESERVING Artificial Intelligence
Against COVID-19

The critical problem that all countries face is tackling the peak of infections and avoiding the saturation of Intensive Care Units (ICUs). In order to have the necessary resources prepared at all times, Sherpa.ai has helped the Basque Department of Health to develop a platform that predicts the future needs of ICUs and adapts to different scenarios.

The platform has had a huge impact and success, allowing to predict with high accuracy:

  • Health Services’ needs, with a 7-day forecast of ICUs’ needs, along with a confidence interval
  • Where new outbreaks will occur
  • Patterns and trends in the spread of the virus and infection rates by area


This tool is also able to recognize patterns and trends in the virus, as well as identify data that is vitally important to health services, like trends in infection rates and future outbreaks, among other functionalities. The platform uses Machine Learning algorithms, along with others, in order to make predictions.
prediction of the impact of covid19 on the bac and osakidetza health centers with the help of sherpa.ai

Regulatory
Compliance

Sherpa.ai platforms ensures compliance with all applicable regulation.

logo of general data protection regulation

Privacy

Data privacy is a fundamental ethical value at Sherpa.ai.

Our platform complies with all current regulations on Data Protection (GDPR) and is in line with the European Commission regulatory framework proposal on Artificial Intelligence.

small logo of cogx 2021 winner
small logo of cogx 2021 finalist
united registrar of systems iso 27001 and ukas management systems logos

Security

Information security is a top priority at Sherpa.ai.

We believe that security must comply with quality standards and with all regulations in this regard. For this reason, we are certified in the ISO-27.001 data security standard and our platform has won the CogX 2021 awards for its Outstanding Contribution to Technology Regulation and has been a finalist as Best Solution for Privacy and Data Protection.

CONTACT SHERPA.AI

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