investment, ALM, liquidity, trading, and portfolio-control
practice library32
DesignGOV-01
Investment AI policy objectives and mandate alignment
Set approved investment and treasury AI outcomes, prohibited uses, governance, evidence, escalation, records, and accountable ownership.
PilotGOV-02
Board committee authority limits and segregation
Separate research, recommendation, risk review, approval, execution, settlement, valuation, accounting, certification, and assurance authority.
OperateGOV-03
Portfolio risk appetite allocation and concentration limits
Translate investment mandate and risk appetite into asset, issuer, counterparty, quality, duration, liquidity, currency, concentration, and exposure limits.
ImproveGOV-04
Use case risk tier sequencing capacity and value
Sequence AI uses by financial and policyholder consequence, novelty, opacity, data sensitivity, autonomy, readiness, control strength, and value.
DesignDAT-01
Security issuer counterparty and legal-entity identity
Resolve each issuer, security, fund, loan, derivative, counterparty, affiliate, and legal entity to stable identifiers and verified attributes.
PilotDAT-02
Asset taxonomy look-through and regulatory classification
Classify assets, obligations, collateral, look-through exposures, accounting treatment, regulatory category, and admissibility using current authority.
OperateDAT-03
Position transaction price cashflow and reference-data lineage
Trace positions, transactions, valuations, cashflows, ratings, designations, terms, covenants, benchmarks, models, adjustments, and source timestamps.
ImproveDAT-04
Custody ownership collateral and reconciliation control
Reconcile books and records to custodians, managers, administrators, counterparties, collateral agents, cash accounts, and general ledger controls.
DesignDUE-01
Issuer security and counterparty due diligence
Assess business, financial, legal, structural, collateral, covenant, market, governance, sanctions, sustainability, and downside evidence.
PilotDUE-02
Credit quality designation and migration analysis
Use current internal and external assessments, NAIC designations, ratings, watchlists, migration signals, overrides, and qualified credit judgment.
OperateDUE-03
Fair value price challenge and uncertainty governance
Challenge prices and model values using independent evidence, liquidity, observability, assumptions, hierarchy, uncertainty, and approval thresholds.
ImproveDUE-04
Structured private and alternative investment analysis
Apply specialist review to structured securities, private placements, funds, alternatives, real estate, derivatives, and other complex assets.
DesignALM-01
Liability cashflow duration and scenario integration
Connect asset cashflows, duration, convexity, currency, optionality, and reinvestment assumptions to modeled insurance liability behavior.
PilotALM-02
Liquidity sources uses collateral and contingency funding
Forecast operating cash, claims, collateral, margin, funding, asset sales, committed facilities, liquidity buffers, and contingency actions.
OperateALM-03
Market credit spread currency and concentration stress
Test interest rate, spread, default, recovery, equity, currency, catastrophe, collateral, counterparty, and concentration scenarios.
ImproveALM-04
Capital RBC solvency and risk-adjusted return analysis
Measure statutory capital, RBC, solvency, earnings, liquidity, unrealized and realized effects, limits, and risk-adjusted portfolio return.
DesignTRD-01
Pre-trade mandate eligibility and limit control
Block orders outside mandate, eligibility, authority, issuer, counterparty, concentration, quality, duration, liquidity, or conflict constraints.
PilotTRD-02
Order recommendation approval and best-execution review
Preserve recommendation rationale, quotes, venues, alternatives, approvals, timing, execution quality, market conditions, and human decision rights.
OperateTRD-03
Trade confirmation allocation settlement and exception control
Match orders, confirms, allocations, settlements, cash, positions, fees, taxes, failed trades, breaks, corrections, and accountable closure.
ImproveTRD-04
Derivative hedge collateral securities-lending and repo control
Control derivatives, hedge objectives, effectiveness, eligible collateral, margin, securities lending, repurchase agreements, limits, and closeout.
DesignACC-01
Statutory GAAP tax and management-basis mapping
Map every investment and transaction to applicable statutory, GAAP, tax, management, legal-entity, jurisdiction, and reporting treatment.
PilotACC-02
Investment income impairment gain loss and accrual control
Calculate and reconcile income, amortization, accretion, impairment, credit loss, fair-value changes, realized gains and losses, and cash receipts.
OperateACC-03
Schedule D DA BA and securities filing reconciliation
Reconcile positions, designations, valuations, classifications, issuer data, schedules, filings, ledger balances, and explanatory records.
ImproveACC-04
Close certification disclosure and examination evidence
Retain close reviews, certifications, disclosures, committee decisions, exceptions, examinations, corrections, and reproducible evidence.
DesignSEC-01
Market data model prompt and confidential information protection
Protect market-sensitive, counterparty, policyholder, personal, confidential, privileged, model, strategy, order, and position information.
PilotSEC-02
Vendor adviser manager custodian and data-provider accountability
Hold advisers, managers, custodians, pricing services, rating and data providers, platforms, and subcontractors to evidence and service duties.
OperateSEC-03
Conflict related-party personal-trading and ethics control
Identify and control affiliate transactions, related parties, gifts, allocation conflicts, personal trading, information barriers, and fiduciary concerns.
ImproveSEC-04
AI agent tool permission transaction limit and incident response
Constrain AI by identity, data, model, tool, portfolio, asset, action, amount, counterparty, environment, approval, time, and reversible boundaries.
DesignMON-01
Representative portfolio decision and stress testing
Test representative assets, portfolios, liabilities, scenarios, market regimes, missing data, pricing disputes, trade breaks, and failure cases.
PilotMON-02
Performance benchmark attribution fee and risk monitoring
Monitor return, income, attribution, benchmark, fees, liquidity, duration, credit migration, concentration, limits, overrides, exceptions, and drift.
OperateMON-03
Independent validation audit and regulatory finding closure
Independently assess design and operating effectiveness, reproduce decisions and values, support examinations, and verify remediation.
ImproveMON-04
Outcome liquidity capital risk cost and value improvement
Measure policyholder support, liquidity, capital efficiency, risk-adjusted performance, operational capacity, total cost, residual risk, and realized value.