Financial Data & Analysis Platform (BUCS Analytics)
Overview
Bucs is a financial analysis and data management platform built for accounting firms and financial advisors. The platform automates data ingestion from multiple financial sources, reconciles transactions, and delivers client-ready reports — replacing hours of manual spreadsheet work with real-time dashboards.
The Problem
The client's accountants were spending 60–70% of their time manually pulling data from QuickBooks, bank exports, and client-uploaded CSVs, then reconciling it in Excel. Errors were frequent and report turnaround was 3–5 days.
What I Built
Multi-source Data Ingestion — automated sync with QuickBooks Online API, direct banking API connections, and CSV/Excel upload with intelligent column mapping
Reconciliation Engine — rule-based transaction matching engine that flagged mismatches and surfaced exceptions for human review, reducing reconciliation time by 80%
Multi-tenant Architecture — each accounting firm gets an isolated workspace with their own clients, data, and branding
Reporting Engine — parameterized report builder generating PDF/Excel outputs (P&L, cash flow, balance sheet, aging reports) on schedule or on demand
Audit Trail — full change log on every data modification for regulatory compliance
Role-based Access — firm admin, staff accountant, and read-only client viewer roles with granular permissions
Tech Stack
Frontend: Angular, TypeScript, AG Grid, Chart.js
Backend: .NET Core 7 Web API, SignalR (real-time reconciliation status)
Integrations: QuickBooks Online API, Open Banking APIs, Stripe (billing)
Database: SQL Server, Redis
Infrastructure: Azure (App Service, Azure SQL, Blob Storage, Key Vault), Azure DevOps CI/CD
Outcome
Cut report preparation time from 3–5 days to under 4 hours for the pilot firm. The platform went live with 3 accounting firms in the first quarter and scaled to 11 within 6 months.
0 likes · 4 views · May 14, 2026
SaaS platform for financial data, reporting, and reconciliation for accounting firms.