Overview
An enterprise aimed to streamline and standardize its core business processes running on ERP systems by reducing manual interventions and improving process efficiency.
The objective was to increase straight-through processing (STP), reduce processing time, and improve data accuracy while lowering operational costs across functions.
Challenge
ERP-driven workflows were complex, fragmented, and heavily dependent on manual inputs:
- Multiple approval layers and handoffs across departments
- Manual data entry and validation within ERP systems
- Inconsistent process execution across teams and regions
- High dependency on emails and offline coordination
- Limited visibility into workflow status and bottlenecks
This resulted in delays, higher error rates, and inefficient utilization of ERP systems.
Solution
An AI-powered workflow automation layer was implemented to orchestrate and optimize ERP processes:
- Process Orchestration Engine
Automates multi-step workflows across finance, procurement, HR, and operations - Intelligent Data Capture & Validation
Extracts and validates data before entry into ERP systems - Rule-Based & AI-Driven Decisioning
Automates approvals and routing based on business rules and contextual insights - Exception Handling & Escalation
Identifies bottlenecks and routes exceptions for targeted intervention - Cross-System Integration Layer
Connects ERP with upstream and downstream systems seamlessly - Audit Trail & Governance Controls
Ensures full traceability and compliance across workflows
KPIs Impacted
- STP Rate (Straight-Through Processing)
Increased by automating end-to-end workflows - Document Processing Time
Reduced through faster data capture and workflow execution - Error Rate
Lowered by minimizing manual inputs and inconsistencies - Cost per Document / Transaction
Reduced through automation and process efficiency - Manual Effort Reduction
Significant decrease in repetitive cross-functional tasks
Results
- 40–65% increase in STP rate
- 40–70% reduction in processing time
- 30–50% reduction in error rates
- 25–45% reduction in cost per transaction
- 40–60% reduction in manual effort
Business Impact
- Faster and more consistent execution of business processes
- Improved utilization and ROI from ERP investments
- Reduced operational costs across departments
- Enhanced visibility and control over enterprise workflows
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