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Financial Services

Consumer Lending: “Can I Afford This Home?”

24-hour mortgage approvals with 22% more qualified applicants approved through intelligent multi-method processing.

0%
Automation
0hr
Processing
0%
More Approvals
$0K
Saved

Challenge

  • Manual processing takes 3-5 days per application
  • Rule-based systems only achieve 56% approval rate
  • LLM-only approaches introduce compliance risk
  • No single method handles all requirements

Solution

Multi-method architecture: deterministic rules for compliance, ML models for risk scoring, LLMs for document understanding, and fork-join patterns for parallel data enrichment.

11 Workflow Components

1 Chat Agent
2 Orchestration Agent
3 Policy Agent
4 Workflow Agent
5 Decision Rules
6 Document Ingestion
7 Fork-Join Enrichment
8 ML Scoring
9 Hybrid Decision
10 Companion Agent
11 Explainer Agent
Customer Intent Analysis Routing Orchestrator Eligibility Rules Check Data Enrichment Fork-Join ML Scoring Risk Model Decision 80% Auto Approve 20% Human Review Approval Explanation

Results

+22%
More qualified approvals
-8%
Fewer defaults
24hr
Processing time
80%
Automation rate
100%
Audit compliance
$180K
Annual savings

Why Multi-Method Matters Here

Deterministic ComplianceRules enforce regulatory requirements with zero ambiguity
Intelligent JudgmentML models evaluate risk beyond simple thresholds
Explainable DecisionsLLMs generate human-readable explanations for every outcome
Production-Grade ReliabilityOrchestrated workflow ensures consistent, auditable processing

Deploy in 4 Weeks. See Results in 60 Days.

From pilot to production with proven multi-method architecture. Start with one use case and expand across your organization.

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