๐Ÿ‡บ๐Ÿ‡ธUnited States

Lack of payment automation and manual processes

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Definition

28% of businesses report lack of automation as a business payment pain point (2024 vs. 25% in 2023โ€”trending upward). For payment processors, this creates operational inefficiency in exception handling, reconciliation, exception management, and customer support. Manual processes include handling payment failures, managing chargebacks, processing refunds, reconciling merchant statements, investigating declined transactions, and managing payment routing decisions. Larger businesses are particularly sensitive to manual interventions, with 35% wanting more automation. The operational cost includes labor for payment operations teams, outsourced BPO services, error correction, and lost productivity. Gateway providers face pressure to automate customer-facing processes (onboarding, reporting, reconciliation) while managing internal operational automation.

Key Findings

  • Financial Impact: 3-7% of operational cost base for payment operations; for $10M processing volume, manual labor costs $100K-300K annually that could be automated
  • Frequency: daily

Why This Matters

RPA (Robotic Process Automation) platforms, workflow automation software, intelligent exception handling, machine learning-based routing, AI-powered reconciliation, process mining tools, workflow orchestration platforms

Affected Stakeholders

CEO/Owner, VP Operations / Head of Merchant Services

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Financial Impact

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Current Workarounds

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Methodology & Sources

Data collected via OSINT from regulatory filings, industry audits, and verified case studies.

Evidence Sources:

Related Business Risks

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