Adaptive Learning Platform

Portfolio & Investment

Credit and risk assessment for illiquid loans and securities, built on a wider input set than traditional models use.

Wider inputs

  • Economics data, news, ESG data and internal reports used where traditional inputs are thin
  • Sentiment and ESG controversy scoring feed risk management and allocation
  • Assessments refresh as information arrives

Engines underneath

  • RADAR for news summarisation, dominant concepts and liquidity risk premium
  • Anomaly detection and reasoning built for financial time series, explaining market moves and P&L swings
  • Credit curve prediction over short horizons and projection over longer ones

Who uses it

  • Risk managers: credit analysis, inflation sentiment and geopolitical overlay
  • Traders and portfolio managers: disruption analysis, sentiment strategies, portfolio construction
  • Private credit: pricing illiquid portfolios, underwriting, early sell-down, NPL pricing and securitisation