The problem

Why this exists.

Forecasting lives in a fragile spreadsheet with one set of assumptions, stale the day it ships. There is no way to run thousands of futures or stress-test the business. Planning by point-estimate is blind to tail risk.

What it does

Built for the job, not the demo.

Live twin

Continuously synced to your ledger and operations.

Monte Carlo

Thousands of simulated paths per scenario, overnight or interactive.

Ask in plain language

“Simulate a 90-day AR slowdown.” Get a probabilistic answer.

Driver attribution

See which inputs move the outcome most.

Early warning

Alerts on runway, liquidity and covenant thresholds.

Morning forecast

Refreshed nightly from Closr actuals.

One ecosystem

Part of the Bizos suite.

Miros runs on Closr actuals and is narrated by Ledgra agents.

See Miros run on your data.

Bring a redacted GL or a sample batch. We’ll show you a live run end-to-end.