Northern Trust using AI to turn ignored data into alpha

Posted by Anton Murray Consulting on 30 Apr, 2026

InvestorDaily

Artificial intelligence is rapidly evolving from a back-office productivity tool into a powerful engine for alpha generation, with the biggest gains flowing to asset managers who are able to harness vast, previously untapped datasets. According to Michael Hunstad, president of Northern Trust Asset Management, the industry is entering a new phase where competitive advantage depends less on traditional analysis and more on processing the 98 per cent of company data that has historically gone unused.

“Only about 2-3 per cent of the data that a company produces is classically analysed by a fundamental approach,” Hunstad said at SuperReview’s CIO roundtable in Melbourne on 11 March. “So 97-98 per cent of the data that a company produces, whether it’s transaction data or marketing data, really goes unutilised in the investment process.”

While most firms deploy AI for productivity – automating spreadsheets, research, and workflows – Hunstad said the real opportunity lies in security selection and alpha generation. Northern Trust is mining this untapped data to gain an investment edge. Last year, the firm hired a 13-person team of quantitative strategists, portfolio analysts and quantitative developers in the Netherlands focused on extracting “alpha” from intellectual property, patents, and trademarks.

The rest of this article can be found at investordaily.com.au.

Latest market insights

The long-term mindset necessary for private equity

› Read more

ASIC roadmap signals end of crypto regulatory limbo

› Read more

Northern Trust using AI to turn ignored data into alpha

› Read more

Trillions at stake as AI, quantum computing rewrites growth

› Read more

Future Fund boosts active equity program with new EM manager

› Read more

X feed

ASIC roadmap signals end of crypto regulatory limbo: https://www.antonmurray.com/asic-roadmap-signals-end-of-crypto-regulatory-limbo/

This fantastic contract opportunity has been created to support the data migration and compliance verification phase of a multi-year transformation program with a leading financial services firm: https://www.antonmurray.com/job/kyc-migration-analyst-private-wealth-12m-contract-sydney-melbourne/

The Australian superannuation landscape is undergoing a seismic shift toward extreme concentration.

Sign up to our newsletter

Sign up to our newsletter

"*" indicates required fields

By subscribing to our newsletter I agree to the collection, use and disclosure of my personal information in accordance with our Privacy Policy