FinAuto Ledger
Intelligent Document Processing & Semantic Ledger Matching Engine
Project Overview
Replacing Spreadsheet Gruntwork
with Semantic Automation
FinAuto Ledger is a custom document automation engine designed for bookkeeping and distributor finance teams.
We designed an intelligent pipeline that extracts fields from uploaded PDF invoices, maps them to transaction logs, and automatically routes mismatches to Slack, saving administrative overhead and eliminating ledger delays.
Match Rate
Pairing bank entries autonomously
Processing Speed
Redis queues parallel processing
Manual Entry
Fewer numbers typed by humans
Audit Ready
Full logs for internal compliance
The Solution
Automated Pipelines
& Slack Approvals
Automated OCR PDF Parser
Built a Python-based processing pipeline that auto-extracts invoice fields (line items, VAT, bank accounts) from uploaded PDFs.
Semantic Matching Engine
Designed matching scripts to pair bank transaction deposits against invoices based on name vectors and transaction sizes.
Slack Approval Routing
Linked exceptions (mismatches) directly to a Slack channel with routing buttons letting team managers resolve invoice items instantly.
Secure ERP Database Links
Connected the automation engine directly to their legacy ERP database via secure APIs with transaction locks.
Product Experience
Ledger Dashboards
& Chat Integrations
LEDGER LOGS DASHBOARDSection 01
FinAuto Ledger Matching Logs Dashboard
Dashboard giving bookkeeping teams real-time visibility over processed documents, matching accuracy scores, and sync queues.
SLACK EXCEPTION INTERFACESection 02
Slack Document Exception Approval Flow
A custom Slack card containing extracted details and options to force-match or flag an invoice, resolving disputes in seconds.
Challenges Addressed
Financial Bottlenecks
Mapped to Solutions
Manually verifying thousands of bank entries against billing sheets is error-prone. We automate document routing, matching, and logging while leaving exceptions to managers.
Architecture Highlights
Engineered for Compliance
& Reliability
Vector Matching
Semantic scoring pairs invoices against transaction lists cleanly.
PDF Data Extraction
Supervised layout models strip fields from complex multi-page tables.
Slack Alerts
Routes validation questions directly to Slack channels with options.
ERP Middleware
Connects securely to legacy database setups via REST and JSON hooks.
10x Fast Sync
Runs ledger matching scripts in parallel under Redis queues.
Compliance Logs
Maintains full ledger transaction paths for compliance reporting.
Looking to automate complex workflows?
Let's Scope Your
Automation Flow.
We build custom document matching engines, payment synchronizers, and Slack/Teams notification webhooks. Book a free consultation.