Automation Simulator

Automated Income Waterfall Simulator

Map and configure automated money pipelines to route savings, retirement matching, tax-sheltered accounts, and taxable indexing without manual budgeting.

Active Engine Core: T+1 Event loops

High-Fidelity Backtesting & AI Engine

System Flow Control

Macro FeedIndex 5000

Inflation2.0%

Day Count0 days

Wealth Projection$24,000

Macro Scenario:

Speed:

Income / Day:

100%

Historical Trend Evolution

Daily variable logs over 30 days

Hover mouse over the chart to inspect daily balances

AI Assistant

LLM Powered

Welcome! I'm your AI Cash Flow Assistant. Tell me how you'd like to structure your cash routing (e.g., 'sweep $800 from checking to Roth IRA' or 'set checking floor to 2000').

Market & Scripting Rules

Conditional Runner

Buy the Dip Indicator

If S&P 500 drops below 4300, aggressively route an extra $1,200 to taxable brokerage.

Trigger: sp500 < 4300Action: checking [1200] brokerage

Aggressive Debt Paydown

If credit card debt exceeds $1,000, trigger emergency $1,500 sweeps from Checking.

Trigger: debt > 1000Action: checking [1500] debt

Lifestyle Booster

If debt is fully paid off, increase Checking ceiling to $3,500 to allow for more lifestyle flexibility.

Trigger: debt == 0Action: set checking ceiling 3500

Emergency Fund Overflow

If HYSA emergency savings exceed $10,000, automatically reorder the savings waterfall to prioritize stock market investments.

Trigger: hysa >= 10000Action: reorder match401k, hsa, ira, max401k, brokerage, hysa, debt

Monthly Roth IRA Auto-Pilot

Automatically invest a fixed $500 monthly from Checking to Roth IRA.

Trigger: day % 30 == 0Action: checking [500] ira

Weekend Discretionary Sweep

Every Friday, route $150 from Checking to Living Expenses to set aside discretionary cash.

Trigger: is_fridayAction: checking [150] expenses

Dry Powder Accumulator

If S&P 500 falls below 4000 and you have >$6,000 in HYSA, pull $2,000 to buy cheap brokerage assets.

Trigger: sp500 < 4000 and hysa > 6000Action: hysa [2000] brokerage

Savings Waterfall Order

Priority Config

Sweep Priority Order

#1HYSA (Emergency Fund)

#2401(k) (Base & Match)

#3High-Interest Debt (Credit Cards)

#4Pre-tax HSA (Health Savings)

#5Roth IRA (Tax-Free Growth)

#6401(k) (Voluntary Max)

#7Taxable Brokerage (Index Funds)

System Audit Ledger & Console

Live Simulation Engine

> System initialized. Waiting for simulation triggers.

Video Walkthrough & Demo

How to Build & Stress-Test an Emergency Fund

Watch how to configure automated liquidity sweeps and simulate emergency drawdown scenarios risk-free.

Watch on YouTube

Loh-Friction Philosophy

Never budget manually again

Budgeting apps focus on looking backward. Automation engines look forward by routing cash at the moment of deposit, eliminating friction and making investment compounding automatic.

User Manual

How to run the simulator

• Configure via Canvas: Click nodes (e.g., Primary Checking) to drag sliders adjusting balances, ceilings (T_over), or floors (T_under) in real time. Double-click to view tooltip stats.
• Establish Pipelines: Use the AI Chat with natural language and numerical values (e.g., "Sweep 500 from checking to savings") or type exact shorthand (e.g., checking hysa) in the CLI.
• Control System Flow: Set income, sim speed, and macro regimes (Baseline, Stagflation, Contraction) via the dashboard. Start the clock to watch your waterfall routing automate in real-time.

dynamic, visualization that captures the movement of capital. The image will show a wallet with a flow of money supplying to all 401K, Stocks, Asset investments, IRA, etc.

The Blueprint Behind Giniloh Money Flow

Imagine taking control of your money flow without the usual spreadsheet headaches or second-guessing every move. That’s exactly what the Giniloh Money Flow Simulator delivers—a risk-free sandbox where you can test your smart money decisions in real time. Instead of hoping your bills line up, you automate cash flow pipelines that sweep surpluses toward debt, savings, or investments while underbalance pulls instantly prevent overdrafts. No more panic, no more guesswork. Based on the Loh-Friction Philosophy, this tool lets you simulate aggressive paydowns, emergency floors, even corporate treasury sweeps, and watch exactly how your money decisions play out before committing a single dollar. With built-in regulatory guardrails like Roth IRA penalty checks, the model stays realistic. Stop leaving your financial momentum on idle—start testing your strategies today and see your money flow work for you.

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