SlothAudit: Finding the Subscriptions You Forgot You Pay For

Описание и применение

SlothAudit преобразует CSV банковского выписки в список повторяющихся платежей, повышений цен и потенциальных дублирующих подписок, сокращая ручной анализ.

Задача

Subscription renewals and price increases can slip unnoticed, making manual review of long bank statements tedious.

Результат

From 83 synthetic transaction rows, SlothAudit produced 10 audit findings, estimating ₹5,015.92 in monthly recurring commitments and ₹2,388 in hypothetical annual savings.

Рабочий процесс

• Upload CSV to the frontend
• Parser validates and normalizes transaction descriptions
• Audit engine applies deterministic rules to detect recurring patterns, price increases, and overlapping charges
• Findings are displayed on the dashboard with evidence references
• Optional explanation layer can generate plain‑language descriptions
• Export the audit report as JSON

Доказательства

SlothAudit turns a bank‑statement CSV into a short list of recurring charges, price increases, and possible duplicate subscriptions worth reviewing.

Источник

Using the bundled synthetic demo dataset: 83 transaction rows become 10 audit findings to review.

Источник

The audit estimates approximately ₹5,015.92 in monthly recurring commitments (₹60,191 a year).

Источник

The 10 findings are 7 active recurring charges, 1 inactive/churned subscription, 1 overlapping‑plan candidate, and 1 price‑increase alert.

Источник

SlothAudit does not cancel subscriptions, contact merchants, or label a transaction as fraud.

Источник