What do executives from Financial look for?
Where Are We Exposed to Financial, Credit, or Market Risk?
Why executives care:
One blind spot can trigger losses, write-downs, or regulatory action.
Data insight answers:
Which portfolios, products, or counterparties are deteriorating?
Where credit risk, default probability, or market volatility is rising?
Which assumptions no longer match reality?
Who cares most: CEO, CRO, CFO
Executive thought: “Where could we take an unexpected hit?”
Where Is Profitability Eroding Despite Stable Revenue?
Why executives care:
Margins disappear long before revenue declines.
Data insight answers:
Which products or clients are unprofitable after risk and cost
Where operational or funding costs are rising
Which segments consume disproportionate capital
Who cares most: CFO, CEO
Executive thought: “Why are we working harder for less return?”
Which Decisions or Models Are No Longer Performing as Expected?
Why executives care:
Financial institutions rely on models — when they drift, losses follow.
Data insight answers:
Which pricing, credit, or risk models are underperforming?
Where assumptions have drifted from real behavior?
Which strategies worked before but no longer do?
Who cares most: CEO, CIO, Risk, Strategy
Executive thought: “Which of our models is lying to us?”
What Risks or Losses Will Materialize If We Don’t Act Soon?
Why executives care:
Boards demand foresight, not explanations after the fact.
Data insight answers:
What will happen to losses, reserves, or capital in 90–180 days
Which trends will attract regulatory scrutiny
Where stress scenarios turn negative
Who cares most: CEO, Board, CRO
Executive thought: “What’s coming next that we’re not prepared for?”