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How a Bank Deployed Institutional Risk Intelligence

How a Bank Deployed Institutional Risk Intelligence case study
  • Company: Regional bank wealth division (anonymized)
  • Industry: Banking and wealth management
  • Team Size: 80+ wealth and risk professionals
  • Headquarters: United States
  • Use case: Institutional risk intelligence across advisory and treasury portfolios

The Challenge

The bank's wealth and treasury teams were reviewing risk from separate systems: custodian reports, manually maintained spreadsheets, model data, and one-off analyst workbooks. By the time an exposure packet reached committee, positions had already moved and the team still had to reconcile which source was current.

That lag made it hard to answer simple but high-stakes questions: which households were overexposed to a single issuer, which sleeves were carrying unintended factor risk, and which exceptions required action before the next review cycle.

What Celestice Changed

Celestice connected the bank's account, model, and risk inputs into one governed risk workspace. Exposures could be reviewed by household, account, sleeve, asset class, sector, issuer, factor, and liquidity bucket. When an exposure crossed a reviewed threshold, the system created an exception with source lineage, suggested next steps, and routing context for the responsible team.

Instead of assembling committee packets by hand, analysts generated a reviewed packet with stale-data warnings, source links, and commentary tied to each exception.

Why It Mattered

The bank moved from periodic risk reporting to continuous risk supervision. The team did not need to wait for a meeting to know that a client, portfolio, or book had drifted outside policy. Exceptions became inspectable, attributable, and easier to resolve.

The results

Metric

Weekly risk review time

Exposure data freshness

Concentration exception detection

Committee packet preparation

Before

12+ hours/week

T+5 days

Manual screens

2 days

After

3.5 hours/week

Daily

Near real time

4 hours

Client perspective

Anonymized Regional Bank

Celestice turned risk review from a backward-looking spreadsheet exercise into a daily operating view. Our committee now sees the exposure, the source, and the recommended next step in one place.

Anonymized Regional Bank

Head of Wealth Risk

Key Features Used
  • Unified household, account, and sleeve-level risk views
  • Factor, sector, issuer, and liquidity exposure monitoring
  • Automated concentration and threshold alerts
  • Committee-ready risk packets with source lineage
  • Policy-aware exception routing and audit history
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