Transform your freight brokerage operations with DagUI. Automatically generate reconciliation pipelines that match carrier invoices, shipper bills, and internal records in hours—not weeks.
Freight brokers face the daily challenge of reconciling thousands of transactions across multiple data sources: carrier invoices, shipper bills, rate confirmations, and internal systems. Manual reconciliation processes are error-prone, time-intensive, and don't scale with business growth.
Carrier invoices, shipper bills, rate confirmations, TMS systems, and accounting platforms all use different formats and structures.
Teams spend hours manually matching invoices, identifying discrepancies, and resolving exceptions—taking time away from revenue-generating activities.
Slow reconciliation processes delay invoice processing, payment approvals, and cash collection—impacting your bottom line.
DagUI automatically generates production-ready reconciliation pipelines that integrate all your data sources, match transactions intelligently, and flag discrepancies in real-time.
Connect Multiple Sources: DagUI generates pipelines that automatically ingest data from:
Result: All data flows into a unified, normalized format ready for reconciliation.
Multi-Field Matching: DagUI creates pipelines that match transactions using:
Result: High-confidence matches with configurable matching rules and fuzzy logic for variations.
Automated Exception Handling: Pipelines automatically identify and flag:
Result: Exceptions are routed to the right team members with full context for quick resolution.
Continuous Reconciliation: DagUI generates pipelines that run:
Result: Always up-to-date reconciliation status with minimal latency between invoice receipt and matching.
Reduce reconciliation time from days to hours. Process thousands of transactions automatically with minimal manual intervention.
Eliminate human error in matching logic. AI-powered pipelines consistently apply business rules and catch discrepancies humans might miss.
Faster reconciliation means faster invoice processing and payment collection. Reduce days sales outstanding (DSO) and improve working capital.
As your transaction volume grows, DagUI pipelines scale automatically. Handle millions of transactions without performance degradation.
Every match, exception, and resolution is logged with full context. Maintain compliance and enable detailed reporting for stakeholders.
Free up your team from manual reconciliation tasks. Redirect resources to strategic initiatives like carrier relationships and business development.
DagUI generates end-to-end reconciliation pipelines that follow industry best practices for data engineering. Here's how the pipeline processes your freight brokerage data:
Pipelines automatically connect to your data sources and ingest:
DagUI Feature: Auto-generates connectors for common freight systems and custom APIs.
All incoming data is transformed into a standardized schema:
DagUI Feature: AI learns your data patterns and suggests normalization rules.
Multi-stage matching algorithm identifies related transactions:
DagUI Feature: Configurable matching rules that learn from your historical reconciliation patterns.
Automated comparison identifies differences:
DagUI Feature: Configurable tolerance thresholds for acceptable variances.
Discrepancies are automatically categorized and routed:
DagUI Feature: Customizable routing rules based on exception type, amount, and carrier/shipper.
Comprehensive dashboards and reports:
DagUI Feature: Pre-built reports plus ability to generate custom analytics pipelines.
Challenge: A mid-size freight broker processes 500+ carrier invoices daily. Manual reconciliation takes 2-3 team members 6-8 hours each day.
DagUI Solution: Automated pipeline ingests invoices as they arrive, matches them against shipper bills and rate confirmations, and flags exceptions in real-time.
Result: Reconciliation time reduced to 1 hour for exception review. Team processes 2x more invoices with same headcount.
Challenge: End-of-month carrier settlement requires reconciling thousands of transactions across multiple carriers, identifying discrepancies, and preparing settlement reports.
DagUI Solution: Pipeline runs comprehensive reconciliation for entire month, generates carrier-specific settlement reports, and highlights all exceptions requiring resolution.
Result: Settlement process reduced from 5 days to 1 day. Improved accuracy reduces carrier disputes by 60%.
Challenge: Ensuring shipper bills match carrier invoices and rate confirmations to maintain margin and avoid billing disputes.
DagUI Solution: Real-time validation pipeline checks shipper bills against carrier invoices before finalizing, ensuring accurate pricing and accessorial charges.
Result: Billing accuracy improved to 99.5%. Reduced shipper disputes and improved customer satisfaction.
See how DagUI can transform your freight brokerage reconciliation operations. Schedule a demo to see a live pipeline in action.