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Financial ServicesAgentic WorkflowRisk AutomationCompliance
Loan Origination Automation at Scale
Implemented a multi-agent document and risk workflow to accelerate approvals while maintaining regulatory controls.
Challenge
Manual underwriting and fragmented systems caused long approval cycles, high operating cost, and inconsistent compliance evidence.
Implementation Approach
- Built a multi-agent underwriting workflow with document ingestion, risk scoring, and policy validation agents
- Connected core banking and CRM systems through governed tool integrations
- Added human-in-the-loop checkpoints for exceptions and adverse-action decisions
- Implemented audit-ready traceability with standardized decision summaries
Before / After Metrics
Approval Cycle Time
60% faster
Before5.2 days
After2.1 days
Manual Review Effort
57% reduction
Before42 FTE hours / 100 applications
After18 FTE hours / 100 applications
Compliance Exception Rate
70% lower
Before6.4%
After1.9%
Architecture
Foundry + Core Banking Orchestration
Agent Execution Flow
1
Intake Agent
2
Document Analysis Agent
3
Risk Scoring Agent
4
Policy Validation Agent
5
Decision Orchestrator
Technology Stack
Azure AI FoundrySemantic KernelAzure FunctionsCore Banking APIDynamics 365
Client Testimonial
The new agent workflow shortened decision cycles without introducing governance risk. We now have full traceability for every approval.
VP of Lending Operations • Regional Financial Institution