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Investor Profile

APG positions for a digital future

APG, the biggest pension provider in Europe, is positioning itself as a digital pioneer with investment in the large-scale use of data, workflow automation and digital analytical platforms. A leader in funds management, most notably sustainability, it is once again a frontrunner by embracing technology.
Amanda WhiteAugust 19, 2021
Investor Profile

OPTrust leads on AI innovation

The C$23 billion Canadian fund OPTrust is using AI to reduce risk in a strategy it hopes to roll out to the wider portfolio. Wei Xie explains the benefits and challenges of machine learning including AI's ability to identify complex dimensional relationships.
Sarah RundellJune 10, 2021
Technology

How AI can help investors manage risk

The C$23 billion Canadian fund, OPTrust is embracing the power of technology to improve investment outcomes. Wei Xie and Brandon Da Silva explain the fund's focus on two subdomains of machine learning and how they can be used together: reinforcement learning and uncertainty modelling.
Wei Xie and Brandon DasilvaApril 14, 2021
Technology

Back VC to solve inequalities: Ming

Pension funds around the globe should be putting their high-risk capital towards supporting venture funds that have a track record of seeing value in people, according to Vivienne Ming, Silicon Valley technologist, entrepreneur and theoretical neuroscientist. Ming believes that AI can be used to solve poverty, mental health, inequality and even predict who will spread COVID-19. She says technology can make all of our lives better.
Amanda WhiteOctober 11, 2020
Sustainability

Man v machine in ESG ratings

The battle between man and machine, that has played out in various arenas – such as Garry Kasporov versus IBM’s Big Blue, and when IBM’s supercomputer Watson out-dueled Jeopardy champions Ken Jennings and Brian Rutter – is now taking place in sustainability research. So will AI prevail again?
Mark TulayMay 8, 2020
Sustainability

Investors cluster around AI SDG platform

A growing number of influential asset owners have expressed interest in a new sustainable development investment (SDI) Asset Owner Investor Platform launched by Dutch funds APG and PGGM. The AI-driven technology sifts through reams of structured and unstructured data to gauge the extent to which companies’ products and activities meet the UN’s Sustainable Development Goals.
Sarah RundellSeptember 25, 2019
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