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Online: 3K+ Agents Active
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Agentic Waterfall Distribution System

Orchestrates **9 specialized AI agents** through a **5-stage workflow** covering intake, calculation, compliance, approval, and execution. Handles European/American/Hybrid waterfall structures, calculates LP-by-LP allocations for 47+ investors, validates against ESG frameworks, and manages human-in-the-loop approval chains with SLA tracking.

9 AI Agents
6 Tech Stack
AI Orchestrated
24/7 Available
Worker ID: agentic-waterfall-distribution

Problem Statement

The challenge addressed

Private equity fund distributions require complex waterfall calculations across multiple tiers, LP-specific allocations with varying tax treatments, carried interest computations, and multi-stakeholder approval workflows—all while maintaining ILPA, S...

Solution Architecture

AI orchestration approach

Orchestrates **9 specialized AI agents** through a **5-stage workflow** covering intake, calculation, compliance, approval, and execution. Handles European/American/Hybrid waterfall structures, calculates LP-by-LP allocations for 47+ investors, valid...
Interface Preview 4 screenshots

New Distribution Request - Multi-step workflow wizard for configuring AI-powered waterfall calculation parameters including exit details, waterfall structure, AI model configuration (GPT-4 Turbo, Claude 3 Opus, Gemini 1.5 Pro), processing estimates with duration, tokens, cost, and agent counts for 47 Limited Partners

Agent Orchestration Dashboard - Real-time monitoring of the 9-phase distribution workflow showing workflow metrics, processing phases (Fund Analysis, Transaction Validation, Waterfall Calculation, Compliance Validation), agent fleet status, and activity feed with live agent task execution and timestamps

Distribution Results - Comprehensive waterfall calculation results displaying fund performance metrics (IRR 28.2%, MOIC 2.4x, DPI 1.8x), GP carry ($6M), LP distribution breakdown, 8-tier waterfall structure, execution summary with automated validations, ESG compliance status, and market intelligence benchmarking

AI Distribution Orchestrator - Complete distribution workflow monitoring displaying tier allocations ($184M net proceeds across 47 LPs), AI agent fleet coordination, system performance metrics (P50/P95/P99 latencies, cache hit rate), recent sessions with execution times, and export capabilities for stakeholder reporting

Multi-Agent Orchestration

AI Agents

Specialized autonomous agents working in coordination

9 Agents
Parallel Execution
AI Agent

Distribution Orchestrator Agent

Waterfall distribution processing requires coordinated execution of calculation, validation, compliance, and approval stages with complex dependencies and exception handling.

Core Logic

Manages the end-to-end distribution workflow by coordinating all specialized agents. Handles stage transitions from intake through execution, manages agent task assignments, monitors processing status, handles exceptions and escalations, and maintains workflow state across asynchronous operations.

ACTIVE #1
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AI Agent

Distribution Analyzer Agent

Fund exit events require comprehensive analysis of fund structure, LP commitments, prior distributions, and waterfall parameters before calculations can proceed accurately.

Core Logic

Performs deep analysis of fund data including vintage, total commitment, called capital, unfunded amounts, and current NAV. Analyzes exit event details (full sale, partial sale, IPO, dividend recap, secondary), calculates gross and net proceeds after transaction costs and escrow, and prepares validated inputs for the calculation engine.

ACTIVE #2
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AI Agent

Waterfall Calculator Agent

Multi-tier waterfall calculations with hurdle rates, catch-up provisions, carried interest splits, and LP-specific terms are complex and error-prone when performed manually.

Core Logic

Executes precise waterfall calculations across **8+ standard tiers** supporting European, American, and Hybrid structures. Computes hurdle rate thresholds, catch-up allocations, GP/LP splits at each tier, and carried interest amounts. Calculates individual LP allocations for 47+ investors based on commitment percentages, preferred returns, and side letter terms.

ACTIVE #3
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AI Agent

Distribution Validator Agent

Distribution calculations must be validated for mathematical accuracy, compliance with fund documents, and alignment with LP expectations before proceeding to approval.

Core Logic

Performs multi-level validation including mathematical verification of all tier calculations, cross-checking against fund LPA terms, validation of LP allocation totals, verification of carry calculations against historical patterns, and confirmation of tax withholding requirements by jurisdiction.

ACTIVE #4
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AI Agent

Distribution Executor Agent

Once approved, distributions require coordinated execution including wire notice generation, payment authorization, settlement tracking, and confirmation delivery.

Core Logic

Manages the execution phase by generating wire notices with banking details, coordinating payment authorizations through treasury systems, tracking settlement status across all LPs, delivering confirmation notices, and maintaining the audit trail of all execution activities.

ACTIVE #5
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AI Agent

Distribution Reporter Agent

Stakeholders require comprehensive reports in multiple formats showing waterfall breakdowns, LP allocations, performance metrics, and compliance status.

Core Logic

Generates executive summaries with key metrics (Fund IRR, MOIC, DPI), detailed waterfall tier visualizations, LP-by-LP allocation tables, GP carry allocation breakdowns, and compliance status reports. Exports in PDF, Excel, and interactive dashboard formats with drill-down capabilities.

ACTIVE #6
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AI Agent

ESG Analyst Agent

Modern fund distributions must demonstrate ESG compliance across environmental, social, and governance dimensions with scoring against multiple regulatory frameworks.

Core Logic

Calculates comprehensive ESG scores (0-100) across three dimensions. **Environmental**: carbon footprint, renewable energy usage, waste reduction, water usage, biodiversity impact. **Social**: diversity scores, employee wellbeing, community engagement, human rights compliance. **Governance**: board diversity, compensation ratios, anti-corruption policies, transparency indices. Validates against SFDR, TCFD, EU Taxonomy, UN-PRI, GRI, SASB, and CDP frameworks.

ACTIVE #7
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AI Agent

Market Intelligence Agent

Distribution decisions benefit from market context including fund performance benchmarking, peer comparisons, and quartile rankings that inform stakeholder communications.

Core Logic

Integrates market data from leading sources (Cambridge Associates, Preqin, PitchBook, Burgiss, Hamilton Lane) to provide performance context. Calculates quartile rankings (top, median, bottom) by vintage and strategy, computes IRR and TVPI deltas versus benchmarks, and performs peer group analysis including percentile rankings against comparable funds.

ACTIVE #8
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AI Agent

ILPA Compliance Agent

Institutional LPs increasingly require ILPA-compliant reporting with standardized fee transparency, governance disclosures, and diversity metrics.

Core Logic

Validates distributions against ILPA reporting standards (Levels 1, 2, and 3). Ensures **fee transparency** including management fee breakdowns, carried interest waterfall disclosure, expense allocations, and offset tracking. Validates **governance standards** including LPAC composition, key person provisions, no-fault divorce terms, and conflict of interest policies. Tracks **diversity metrics** for GP and portfolio company reporting.

ACTIVE #9
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Technical Details

Worker Overview

Technical specifications, architecture, and interface preview

System Overview

Technical documentation

A comprehensive distribution automation platform that transforms complex waterfall calculations from multi-day manual processes into automated workflows. The system processes fund exit events, calculates multi-tier waterfall distributions, handles GP carry allocations, validates against 6+ regulatory frameworks (ILPA, SFDR, TCFD, EU Taxonomy, UN-PRI, GRI), and orchestrates approval workflows across fund controllers, CFOs, general partners, and compliance officers.

Tech Stack

6 technologies

Multi-step reactive forms and real-time validation

AI Model Support: GPT-4 Turbo, Claude 3 Opus, Gemini 1.5 Pro (configurable)

ESG scoring engine supporting SFDR, TCFD, EU Taxonomy, UN-PRI, GRI, SASB, CDP frameworks

Market data integration for benchmarking (Cambridge, Preqin, PitchBook, Burgiss, Hamilton Lane)

Human-in-the-loop approval workflow engine with SLA tracking

Export capabilities: PDF reports, Excel workbooks, interactive dashboards

Architecture Diagram

System flow visualization

Agentic Waterfall Distribution System Architecture
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