Operational framework for investigating, resolving, and preventing reconciliation breaks in retail brokerage settlement
A practical framework for diagnosing, resolving, and preventing reconciliation breaks in fintech and asset servicing operations.
In brokerage and investment platforms, customers expect positions, cash balances, dividends, corporate actions, tax information, and settlement activity to be accurate and timely. When internal records do not match custodian, market, or tax data, reconciliation breaks can create customer confusion, operational backlog, financial adjustments, and regulatory risk.
This repository provides a structured way to analyze reconciliation breaks from both a product operations and business systems perspective.
This framework focuses on:
- Break classification and taxonomy
- Diagnostic investigation patterns
- Root cause analysis
- Resolution decision paths
- Customer impact handling
- Operational dashboards and leading indicators
- SQL patterns for break analysis
- Applied examples from fintech and asset servicing workflows
The framework follows four steps:
- Identify the break
- Classify the root cause
- Resolve and communicate impact
- Prevent recurrence through instrumentation and controls
This framework can be applied to:
- Dividend payment discrepancies
- Corporate action allocation breaks
- Cross-border settlement issues
- Currency conversion differences
- Tax withholding discrepancies
- Failed postings
- Unmatched positions
- Customer-impacting operational exceptions
This repository does not contain proprietary company information, confidential workflows, production system designs, or employer-specific data. It is a generalized framework based on common fintech and asset servicing operating patterns.
- Product Operations
- Asset Servicing
- Corporate Actions
- Income and Dividends
- Tax Operations
- Reconciliation
- SQL
- Operational Metrics
- Root Cause Analysis
- Process Improvement
This project reflects my interest in building scalable, customer-centered operations frameworks for financial technology platforms. It combines business analysis, product operations, data investigation, and process design.