CushLabs

CushLabs Investment Desk

Monitor your portfolio and 401(k) while AI guides future investments.

Track your accounts to the penny and compare allocation plans against your real holdings — with every dollar figure computed in code, never guessed by an AI.

Decision-support, not advice · the demo uses a fictional portfolio, no sign-in required.

cushlabs-investment-model.vercel.app/demo
Total portfolio value
$445,334
+43.9%
Invested
$309,387
Total return
$135,947
Today
$1,815
Decision Desk — plans$120,000 new cash
A
OK
B
OK
C
OK

The problem

Brokerage dashboards tell you what you own. They don't help you decide what to buy next — and AI tools that try will happily invent a price, a weight, or a return.

When real money is on the line, you need two things a generic tool won't give you: math you can trust because it's deterministic and tested, and a way to weigh several allocation plans against the account you actually hold — your cash limit, your existing concentration, your own scoring of what matters. This builds exactly that, and draws a hard line: code does every dollar figure; the model only offers judgment.

How it works

Two surfaces, one trust core.

Daily portfolio tracker

Live prices, per-position and per-sleeve P&L, day change with an honest baseline, and a value-over-time trend. Reconciles to the broker to the penny.

Allocation Decision Desk

Paste in competing allocation plans and compare them side by side: exposures, constraint breaches, weighted scoring you can tune live, and a synthesized hybrid that reconciles exactly to your cash.

Dual-denominator concentration

It reads your existing account, so a plan that looks fine against new cash but piles onto a theme you already own heavily gets flagged — concentration measured two ways at once.

Deterministic trust core

Every dollar, percentage, and constraint flag is computed in unit-tested code with integer-cent math. The AI renders judgment only — it never produces a number that drives a dollar figure.

Trustworthy by design

Integer-cent math, unit-tested, with the AI fenced out of the dollar path entirely.

Built around your mandate

Cash limits and concentration caps are data — plans are scored and repaired against them automatically.

Cost-minimized AI

The daily tracker spends nothing on AI; deep analysis is a single, cached model call.

Take a look around.

The demo is fully interactive — explore the tracker and run the Decision Desk with sample data.