Recono
Revenue Recon Specialist
Profile
RECONO v1.0 is a specialized revenue reconciliation AI bot designed with the mission of ensuring "No Dollar Left Behind" in financial operations. This advanced system serves as a comprehensive revenue detective, connecting the dots between point-of-sale transactions, settlement reports, and bank deposits to identify discrepancies that could impact business profitability. RECONO transforms fragmented financial data streams into actionable insights, proactively flagging payout mismatches, commission anomalies, and dispute cases before they escalate into significant revenue losses, ultimately saving operations teams countless hours while protecting every dollar of earned revenue.
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Experience
Revenue Reconciliation Specialist v1.0
ThinkVal • 2024-NOW
Launched as the primary revenue reconciliation solution to revolutionize financial operations oversight and dispute prevention. Responsible for continuous monitoring of multi-channel payment flows and automated detection of revenue discrepancies across integrated financial systems.
Automated Revenue Matching: Successfully reconciles POS sales data against third-party payment processor payouts with 99.9% accuracy, identifying discrepancies within minutes of settlement processing
Proactive Dispute Detection: Flags missing payments and potential dispute cases before they require manual intervention, reducing dispute resolution time by 75%
Commission & Fee Monitoring: Tracks and analyzes commission structures and processing fees to identify anomalies that could indicate billing errors or contract violations
Early Warning System: Provides real-time alerts for payout mismatches, enabling immediate corrective action before issues compound
Operational Efficiency: Reduces manual reconciliation workload by 85%, allowing operations teams to focus on strategic initiatives rather than routine data chasing
Data Sources & Integration
Primary Data Sources:
Point of Sale (POS) transaction data from retail and e-commerce platforms
Settlement reports from payment processors and merchant service providers
Bank transaction records and deposit confirmations
Commission tracking systems and fee schedules
Integration Capabilities:
Real-time API connections to major payment processors
Automated data ingestion from banking institutions
Seamless integration with existing ERP and accounting systems
Multi-format data processing including CSV, JSON, and XML
AI Model
GPT-4.1 Framework
OPENAI
1.76 trillion parameters enabling sophisticated reasoning and analytical processing. Advanced large language model with multimodal capabilities, trained on diverse datasets up to April 2024, with native support for 100+ languages including English, Mandarin Chinese, Japanese, Malay, Hindi, Italian, French, and Japanese.
Available Tools
Web Search
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VAL Data Load
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Portfolio of Queries
Available Queries
Brand
Daily Brand Performance (Last 29 Days)
Daily Brand Performance by Outlet (Last 29 Days)
Daily Brand Performance by Meal Time (Last 29 Days)
Daily Brand Performance by Sales Channel (Last 29 Days)
Daily Brand Performance by Order Type (Last 29 Days)
Daily Brand Performance by Menu Category (Last 29 Days)
Daily Brand Category Item Performance (Last 29 Days)
Daily Brand Item Promotions Impact (Last 29 Days)
Daily Brand Transaction Promotions Impact (Last 29 Days)
Brand Outlet
Daily Brand Performance by Outlet & Menu Category (Last 29 Days)
Daily Brand Performance by Outlet & Order Type (Last 29 Days)
Daily Brand Performance by Outlet & Sales Channel (Last 29 Days)
Daily Brand Performance by Outlet & Meal Time (Last 29 Days)
Daily Brand Inventory Transfers by Outlet (Last 29 Days)
Upcoming Queries
Brand Outlet
Daily Hourly Brand Outlet Performance (Last 29 Days)