Investment Management
Portfolio Management, Performance Reporting, Trading / Rebalancing, Custodial Platforms, Investment Data Analytics, TAMP Service Providers, Economic Analysis & Stress Testing, 401k Specialist, Risk Tolerance, Account Aggregation, Digital Onboarding, Held-Away Assets & Aggregation.
Layer 2 · Capability clusters
12 capabilitiesPortfolio Management
AI Model ConstructionMulti-asset class portfolio construction, accounting, and model marketplaces.
Performance Reporting
Natural-Language Performance SummariesMulti-currency, time-weighted, and alternative asset return calculations.
Trading / Rebalancing
ML Drift DetectionHousehold-level tax-loss harvesting, drift monitoring, and direct indexing.
Custodial Platforms
AI ReconciliationSafe-keeping of client assets, trade execution, settlement, and tax reporting infrastructure.
Investment Data Analytics
Generative Research BriefsSecurity research, factor analysis, ESG data, proxy voting research, and institutional performance benchmarking.
TAMP Service Providers
AI Manager SelectionTurnkey Asset Management Programs for outsourced portfolio construction.
Economic Analysis & Stress Testing
LLM Scenario GenerationScenario-based modeling to predict portfolio performance during market shocks.
401k Specialist
AI Participant GuidanceDigital-first recordkeeping and administration for employer-sponsored retirement plans.
Risk Tolerance
Behavioral AI ScoringPsychometric profiling and behavioral science tools to align client behavior with portfolio risk capacity.
Account Aggregation
AI Data NormalizationAutomated collection and normalization of financial data from disparate institutions for a holistic client view.
Digital Onboarding
AI KYC & ID VerifyTools that automate the paperless opening and funding of accounts, repapering, and KYC/AML verification.
Held-Away Assets & Aggregation
AI Off-Platform TradingAPI networks and platforms allowing advisors to connect, view, and trade off-platform client accounts.