Industry Engagement

Make Fund Math Deterministic

Replace spreadsheet-dependent fund operations with controlled execution across underwriting, waterfall logic, capital activity, and investor reporting. The objective is continuity across the capital stack, with calculations, approvals, and reporting outputs that remain reviewable under scrutiny.

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Real Estate Private EquityConsumer CreditMedicalLegal

Why It Breaks

The model is not the problem. The operating chain around it is.

  • Underwriting assumptions drift across analyst versions before investment committee review.
  • Waterfall logic is defended from spreadsheets instead of governed from a controlled source.
  • Capital call and distribution workflows depend on manual tie-outs.
  • Portfolio rollups arrive too late to support timely decisions.
  • Investor reporting is rebuilt each cycle from disconnected asset data.

The breakdown is not in financial intent.

It is in version drift, weak ownership, and reporting logic that cannot be traced end to end.

What We Change

We turn fund operations into a governed execution layer that preserves calculation integrity from deal evaluation through reporting.

  • Version-controlled underwriting assumptions and approval checkpoints
  • Deterministic waterfall logic with explicit rule governance
  • Capital activity workflows with auditable state transitions
  • Portfolio-level covenant and reporting controls across assets
  • Investor reporting assembled from workflow-native data instead of manual reconsolidation

No uncontrolled model forks.

No last-mile reporting reconstruction.

Fund math becomes repeatable, reviewable, and operational.

Controlled Capabilities

LP Reporting System

Automate LP reporting package assembly with documented logic, approval checkpoints, and version traceability.

Operational result

Defensible performance reporting with lower manual reconciliation load.

Standardized Waterfall Engine

Replace spreadsheet drift with controlled waterfall calculations and explicit model governance.

Operational result

Standardized waterfall logic and improved IRR integrity controls.

Capital Activity Control Layer

Structure capital call, notice, and capital account statement workflows around auditable state transitions.

Operational result

Reduced capital call errors and cleaner investor communication trails.

Audit-Ready Portfolio Reporting Infrastructure

Build portfolio-level data consistency checks across asset updates, debt covenants, and IC materials.

Operational result

Portfolio-level data consistency with traceable, audit-ready reporting outputs.

Who This Is Built For

  • Fund operations and portfolio teams managing LP reporting pressure across multiple assets.
  • CFO, COO, finance, and investor relations leaders accountable for reporting integrity.
  • Firms with spreadsheet-dependent waterfalls, capital events, and covenant workflows.
  • Teams that need audit-ready controls before adding more automation.

Built for operators who need cleaner fund execution without disrupting the full investment stack.

Outcomes

AI that improves IRR modeling is useful. AI that produces defensible LP reporting is strategic.

Defensible Performance Reporting

Improve LP and IC confidence with documented controls, evidence trails, and reproducible portfolio reporting outputs.

Standardized Waterfall Logic

Reduce review friction by enforcing governed waterfall calculations and explicit change control.

Reduced Capital Call Errors

Lower manual exceptions through controlled capital activity workflows and traceable approval states.

Audit-Ready Reporting Infrastructure

Strengthen governance with portfolio-level traceability, documented logic, and clear control ownership.

Bring Control to the Workflow.

Start with one constrained workflow and execute with fixed scope, fixed fee, and measured operating outcomes.

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