casemark/managing-concentration-risk

Managing Concentration Risk

When To Use

• Evaluating single-name, sector, geographic, or instrument-type exposures against internal limits or regulatory thresholds
• Setting or recalibrating concentration limits for a new portfolio, fund, or business line
• Responding to a limit breach or near-breach event requiring root-cause analysis and remediation
• Preparing board or risk-committee reporting on portfolio diversification posture
• Stress-testing concentration scenarios (e.g., top-5 counterparty default, sector downturn, sovereign event)

Inputs To Gather

• Position data: Current holdings by counterparty, issuer, sector (GICS/ICB), country/region, asset class, and instrument type
• Exposure metrics: Gross and net exposures, notional values, mark-to-market, potential future exposure (PFE) where applicable
• Limit framework: Existing concentration limits (absolute dollar, percentage of NAV/capital, risk-contribution-based) and any regulatory caps [VERIFY — limits vary by entity type: bank, broker-dealer, insurance company, fund]
• Correlation and netting data: Legal netting agreements, collateral held, hedging positions that offset concentration
• Benchmark or peer data: Target allocation weights, index composition, or peer-group concentration statistics for comparison
• Historical breach log: Prior limit exceedances, waivers granted, and remediation timelines

Workflow

1. Map the concentration dimensions

   • Segment the portfolio across key axes: single-name/counterparty, sector, geography, currency, maturity bucket, instrument type, and rating band
   • Identify connected exposures — aggregate entities under common parent (ultimate-beneficial-owner roll-up) and linked sectors

2. Compute concentration metrics

   • Calculate Herfindahl-Hirschman Index (HHI) or equivalent diversification score per dimension
   • Derive top-N exposure shares (e.g., top-1, top-5, top-10 as % of total portfolio or capital)
   • Compute risk-contribution-based concentration using VaR, CVaR, or stress-loss attribution where data supports it
   • Flag any single-name exposure exceeding the large-exposure threshold [VERIFY — e.g., 10% of Tier 1 capital for banks under Basel framework; different for insurance or fund vehicles]

3. Compare against limits and benchmarks

   • Map each metric to the applicable internal limit, regulatory cap, or investment-policy guideline
   • Classify status: green (within limit), amber (within warning band, typically 80-90% of limit), red (at or above limit)
   • Where no formal limit exists, benchmark against peer medians or index weights and note the gap

4. Analyze breaches and near-breaches

   • For any red or amber status: identify driver (new position, market-move-driven, counterparty upgrade/downgrade, M&A-driven sector reclassification)
   • Determine whether breach is passive (market-driven) or active (trade-driven) — remediation urgency differs
   • Document any existing waivers, temporary limit increases, or approved exception windows

5. Formulate remediation and monitoring plan

   • Propose specific actions: position reduction schedule, hedge overlay, limit recalibration, or formal waiver request
   • Set monitoring frequency — daily for active breaches, weekly for amber items, monthly/quarterly for routine review
   • Define escalation path: portfolio manager → CRO → risk committee → board, depending on severity

6. Produce the concentration risk report

   • Compile dashboard with heat maps or tables per dimension, trend lines (current vs. prior periods), and limit-utilization gauges
   • Summarize key findings, material breaches, and recommended actions in an executive narrative

Output

• Concentration risk dashboard: Table or heat map showing exposure by dimension, limit, current utilization %, and RAG status
• Top-N exposure schedule: Ranked list of largest exposures with counterparty/sector/country, notional, % of portfolio, and limit headroom
• HHI / diversification scores: Per-dimension index values with trend vs. prior period
• Breach register: Each breach with driver classification, date identified, remediation action, target cure date, and responsible owner
• Executive summary: 1-page narrative for risk committee covering material concentrations, limit changes proposed, and forward-looking stress scenarios

Quality Checks

• Confirm position data is as-of a consistent date and reconciles to official books and records
• Verify ultimate-parent roll-ups are current — stale corporate-hierarchy data inflates or masks concentration
• Cross-check that limit definitions match the approved risk-appetite statement or investment-policy document [VERIFY]
• Ensure gross vs. net exposure treatment is consistent and any netting applied is backed by enforceable legal agreements
• Validate that regulatory concentration thresholds referenced match the applicable jurisdiction and entity charter [VERIFY — Basel large-exposure framework, SEC diversification rules for RICs, Solvency II for insurers]
• Confirm stress scenarios reflect plausible tail events, not just historical replays
• Flag any dimension where data coverage is incomplete (e.g., look-through into fund-of-fund holdings not available) with [VERIFY]