As part of the 2023 Elaia Sustainability Report, we’re featuring startups from the portfolio that stand out for their commitment to ESG. Next up, Qantev.
To read our full 2023 Sustainability Report, click here.
Mission
Qantev’s AI claims platform for health and life insurance helps clients focus on decision making and enables health insurance operations to achieve excellence.
Case study
As an AI-powered claims platform for health & life insurance clients, Qantev has adopted eco-friendly actions for their AI technology to maximise output while respecting climate obligations when designing their software. Such tactics include:
- Reducing server consumption by optimising usage of AI training models by using pre-trained models
- Prioritising usage of specialised lightweight AI models
- Reducing model calibration time from 8 hours to 2 hours through imple- menting cluster calibration and using real data, optimising constraints on the model’s hyper-parameters, better library choices and changing the granularity of the model simulation.
- Carefully selecting which tests to perform for each model modification
