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Rustomjee PredictiveFlow

A dynamic cash-flow simulation web app for Rustomjee's real estate portfolio: a flight simulator for cash flows where leadership drags a launch on a timeline and watches every downstream demand letter, vendor bill and loan requirement recalculate in seconds.

Rustomjee PredictiveFlow
// overview

A dynamic cash-flow simulation platform that replaces the manual re-plotting of 20 to 30 large project workbooks. Sales, construction, approvals and finance data feed a typed calculation engine, so leadership can drag a project launch or milestone on a visual timeline and see every dependent demand letter, vendor bill and contractor payout cascade downstream. A what-if sandbox tests scenarios such as material costs up 5 percent or sales slower by 20 percent and shows the net cash curve and term-loan requirement update side by side. The Balmoral FY 26-27 master workbook is the baseline schema, with inflow mechanics (payment-plan matrix, demand realisation lag, cumulative milestone catch-up) and outflow mechanics (work-to-cash bridge, vendor credit lag, fixed and variable costs) modelled to match Rustomjee's exact conventions.

// specs

Specifications

TimelineDrag-and-drop GANTT with a cascading time-delta across dependent milestones and wings
EngineVectorised NumPy month-bucketed inflow and outflow calculation with a payment-plan matrix and milestone gateways
SandboxCopy-on-write what-if layers with sliders for construction delay, sales velocity and cost inflation
ConsolidationPortfolio aggregation of 20 to 30 project cash vectors into group net cash flow and loan requirement
// features

Features

  • 01Interactive GANTT timeline: drag a launch or milestone and cascade the time-delta across all dependent child wings
  • 02Inflow engine: old-sales backlog and new-sales pipeline with a configurable payment-plan matrix and a 15-day demand realisation offset
  • 03Cumulative milestone gateways that meet payment gates without overbilling
  • 04Outflow engine: a construction work-to-cash bridge on a 30-day vendor credit lag, with fixed overheads split from variable activity costs
  • 05Copy-on-write what-if sandbox with sliders for construction delay, sales velocity and material cost inflation
  • 06Portfolio consolidation of 20 to 30 project cash vectors into a group net cash flow and loan requirement forecast
  • 07Deficit and covenant-breach flags projected at least two quarters ahead
// architecture

Architecture

SIMULATION FLOW

Project + sales + construction data
Timeline shift + cascade
Vectorised inflow/outflow engine
Timeline State Machine
Inflow Engine
Outflow Engine
What-If Sandbox
Net cash curve + loan requirement

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