Two-Pass Anomaly Detection Engine
Surface duplicates, corrupt formats, and date violations before they distort a single balance.
Detect first. Resolve deliberately.
Financial context, reconstructed
Messy shared finances,
made explainable.
Kakeibo is not another expense log. It is an intelligent data auditing and debt settlement machine built to untangle corrupted histories and produce balances everyone can trust.
Audit snapshot
Pine Street house
Duplicate utility paymentMar 18 · Exact amount match
Membership window conflictApr 02 · Review participant
Malformed currency valueApr 11 · Safely quarantined
Reconciled balance
Fully explained
Designed for difficult histories
From unreliable records to defensible settlements.
Kakeibo treats every balance as a conclusion that must be proven, not merely displayed.
Granular Debt Audit Trails
Trace every amount from original expense to final settlement, with zero unexplained magic numbers.
Every cent has a reason.
Temporal Group Management
Respect move-in and move-out windows so people only inherit costs from the time they were actually there.
Membership is a timeline.
Multi-Currency Resolution
Resolve cross-border expenses with deterministic conversion rules and precision-safe calculations.
Consistent across currencies.
Clarity compounds
Build a settlement everyone can verify.
Start with the portal shell and see how a complex financial history becomes a clear, reviewable story.