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Advancing Financial Services

Accelerate Next Generation Financial Models

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Algorithmic Trading

To forecast market activity with speed and accuracy, traders are increasingly turning to next generation models. IPUs enable you to harness recent innovations so you can identify and act on complex trade signals in real time.


Investment Management

Smart investment means outmanoeuvring market fluctuations. The IPU enables you to accelerate derivative pricing models and leverage alternative data faster to improve sentiment analysis and increase revenue.


Risk Management

New machine learning algorithms can help prevent fraud and predict market shifts – but they are also compute-intensive. The IPU helps you to fully utilise recent AI approaches to proactively track, anticipate and manage risk.


Fraud Detection

Acting on threats as soon as they arise is critical to safeguarding financial security. By running complex ML models on the IPU, you can tackle these outliers at the earliest stage without jeopardising customer experience.

Finance Blog

MCMC Finance Blog

Discover how Carmot Capital train probabilistic Markov Chain Monte Carlo models in just 4.5 minutes using IPUs versus 2 hours with existing solutions.

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AI, Finance & IPUs Video

Alex Tsyplikhin details the impressive speedups our finance customers have achieved with IPUs for LSTM inference and MCMC model training.

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TensorFlow on the IPU

Senior AI Engineer Alex Tsyplikhin demonstrates the ease of moving a TensorFlow model, originally designed to run on GPU, onto the IPU.

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Finance Webinar

Find out how to run financial models up to 26x faster: featuring new use cases and IPU benchmarks tailored to the finance, trading and investment sectors.

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The combination of IPU-accelerated processing and innovative Monte Carlo Markov Chain modelling could vastly improve market insight for the finance industry and improve economic modelling more generally.