Trustee Decision Intelligence Digital Worker

Core Logic

Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Receives analysis requests, decomposes into 20 subtasks with dependency graphs. Routes tasks to 8 specialized agents, monitors execution progress, handles inter-agent communication, facilitates consensus voting among agents, aggregates findings with weighted confidence, and assembles final recommendation package.

Core Logic

Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Numerical examples are scenario inputs or illustrative outputs, not validated performance results. Queries fund databases using SQL and RAG retrieval. Extracts data from FundDB, ContribDB, ClaimsDB, and VendorDB. Validates schema conformance, performs data quality scoring, identifies data gaps, and delivers consolidated datasets to analysis agents with 97% quality confidence.

Core Logic

Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Analyzes 15 risk factors across 4 domains. Calculates risk scores using likelihood × impact matrices, performs scenario stress testing using VaR models, identifies risk trends (improving/stable/deteriorating), generates risk mitigation recommendations, and produces risk matrix visualizations.

Core Logic

Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Creates 18-month financial projections with seasonal adjustments and inflation factors. Runs Monte Carlo simulations (10,000 iterations) for probabilistic outcomes, calculates NPV and ROI for policy options, generates 4 policy scenarios with confidence intervals, identifies optimal scenario based on risk-adjusted returns.

Core Logic

Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Tracks 18 active compliance requirements across federal and state regulations. Monitors filing deadlines (Form 5500, ACA 1095-C), validates proposed scenarios against regulatory requirements, identifies compliance gaps, generates audit readiness scores, and alerts on upcoming deadlines.

Core Logic

Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Generates multi-persona reports tailored to audience. Executive Summary (1-page strategic overview with market context), Technical Report (full methodology, ML models, data lineage, agent reasoning trails), Business Analyst View (process flow, decision rationale, implementation plan). Embeds AI explainability sections and confidence scores.

Core Logic

Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Scans real-time market conditions using healthcare sector indices. Fetches industry benchmarks comparing fund to 127 similar multiemployer trusts, monitors regulatory feeds (DOL, IRS, CMS, State) for compliance updates, analyzes economic indicators affecting contribution trends, provides market context for strategic decisions.

Core Logic

Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Numerical examples are scenario inputs or illustrative outputs, not validated performance results. Runs Prophet + XGBoost ensemble for 18-month forecasts (MAPE 4.2%). Uses Isolation Forest + LSTM for anomaly detection in claims, contributions, and vendor performance. Identifies correlations across 47 feature dimensions, detects early warning patterns, generates predictive insights with confidence intervals.

Core Logic

Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Monitors 24 configurable alert thresholds in real-time. Detects threshold breaches (reserve ratios, contribution trends, vendor performance), generates prioritized alerts (critical, warning, info), configures escalation workflows to appropriate stakeholders, provides proactive notifications before problems become critical.