# Roadmap ### AI-Driven Exception Handling AI-powered recommendations to help resolve unmatched transactions faster. When an exception occurs, the system will automatically analyze metadata (amounts, dates, identifiers, references) and surface the most likely matching transactions that can close the gap — so operators can review and resolve exceptions in a fraction of the time ### Advanced Data Management A dedicated module that isolates problematic records during ingestion, prevents them from polluting the reconciliation flow, and provides tools for users to review and correct them before reprocessing --- # Agent Instructions: Querying This Documentation If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question. Perform an HTTP GET request on the current page URL with the `ask` query parameter: ``` GET https://docs.hyperswitch.io/other-features/payments-modules/reconciliation-product/roadmap.md?ask= ``` The question should be specific, self-contained, and written in natural language. The response will contain a direct answer to the question and relevant excerpts and sources from the documentation. Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.