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Jobs-to-be-Done Framework for Loan Processing

Overview

The Jobs-to-be-Done (JTBD) framework is the foundation of our multi-agent system design. Rather than organizing around internal processes, our agents are designed around the jobs customers are trying to accomplish when applying for loans.

Connected Framework: This JTBD analysis is built on detailed user personas and supports the business case by ensuring our solution addresses real customer needs rather than just operational efficiency.

JTBD Theory in Loan Processing

Core Principle

"People don't want a quarter-inch drill. They want a quarter-inch hole."

Applied to lending:

"People don't want a loan application process. They want confident access to capital for their life goals."

The Customer's Perspective

When someone applies for a loan, they're not just seeking money. They're hiring our loan process to: - Achieve a life goal (buy a home, start a business, consolidate debt) - Reduce anxiety about their financial future - Gain confidence that they're making the right decision - Preserve dignity throughout the evaluation process - Maintain control over their financial narrative

Core Job Architecture

Primary Customer Job Statement

"When I need financing for [specific purpose], I want to get a fair evaluation of my application quickly and transparently, so I can move forward with confidence that I'm getting appropriate terms for my situation."

This breaks down into: - Situation: Need financing for specific purpose - Motivation: Fair, quick, transparent evaluation
- Outcome: Confidence in appropriate terms

Job Types Hierarchy

1. Functional Jobs (What needs to be accomplished)

  • Submit complete application information
  • Get creditworthiness evaluated fairly
  • Have income and employment verified
  • Receive appropriate loan terms
  • Understand decision rationale

2. Emotional Jobs (How they want to feel)

  • Confident in the fairness of the process
  • Respected as a person, not just a credit score
  • Informed about what's happening and why
  • Hopeful about approval chances
  • Validated for their financial responsibility

3. Social Jobs (How they want to be perceived)

  • Demonstrate financial competence to family/partners
  • Maintain professional credibility
  • Show responsible borrowing behavior
  • Preserve relationships with financial institutions
  • Build reputation for future financial needs

Agent-Specific JTBD Analysis

Intake Agent Jobs

Primary Job: "Make this process smooth and complete the first time"

Functional Jobs: - Submit all required information efficiently - Avoid repetitive data entry - Get immediate feedback on completeness - Understand what documentation is needed

Emotional Jobs: - Feel confident the process will be different/better - Reduce anxiety about missing information - Trust that data is secure and properly handled - Experience momentum rather than obstacles

Pain Points Addressed: - Repetitive forms across multiple systems - Uncertainty about completeness - Data security concerns - Lengthy application processes

Value Created: - Intelligent pre-population of fields - Real-time validation and guidance - Secure, streamlined data collection - Clear progress indicators

Credit Agent Jobs

Primary Job: "Get fair credit evaluation considering my full story"

Functional Jobs: - Have credit history analyzed accurately - Get alternative credit data considered - Understand factors affecting creditworthiness - Receive explanation of credit impact

Emotional Jobs: - Feel confident the assessment is thorough - Trust that past issues won't unfairly penalize - Experience fairness despite credit imperfections - Gain understanding of improvement strategies

Pain Points Addressed: - One-size-fits-all credit scoring - Bias against non-traditional credit patterns - Lack of context for credit events - Opaque credit decision processes

Value Created: - Holistic credit assessment - Alternative data integration - Clear factor explanations - Improvement guidance

Income Agent Jobs

Primary Job: "Have my earning capacity properly recognized and valued"

Functional Jobs: - Provide income verification conveniently - Have all income sources considered - Get accurate debt-to-income calculations - Demonstrate income stability

Emotional Jobs: - Feel validated for professional accomplishments - Trust that earning capacity is maximized - Experience efficiency in verification - Gain confidence in income presentation

Pain Points Addressed: - Undervaluation of non-traditional income - Complex verification requirements - Invasive verification processes - Confusion about qualifying income

Value Created: - Comprehensive income optimization - Streamlined verification process - Recognition of diverse income patterns - Clear calculation methodology

Risk Agent Jobs

Primary Job: "Get loan terms that match my actual risk level"

Functional Jobs: - Receive comprehensive risk evaluation - Have compensating factors considered - Understand risk assessment rationale - Obtain appropriate loan structure

Emotional Jobs: - Feel confident the evaluation is fair - Trust that all factors are weighted properly - Experience validation of risk mitigation efforts - Gain understanding of risk profile

Pain Points Addressed: - Oversimplified risk categorization - Lack of compensating factor consideration - Opaque risk assessment processes - Inflexible risk policies

Value Created: - Holistic risk assessment - Compensating factor integration - Clear risk explanations - Optimized loan structuring

Orchestrator Agent Jobs

Primary Job: "Get a well-reasoned decision I can act on with confidence"

Functional Jobs: - Receive timely final decision - Understand decision rationale clearly - Get appropriate next steps - Have all factors considered

Emotional Jobs: - Feel confident the decision is well-reasoned - Experience closure and clarity - Trust the institutional relationship - Gain satisfaction from transparent process

Pain Points Addressed: - Decision timing uncertainty - Lack of clear rationale - Poor coordination between departments - Inconsistent decision processes

Value Created: - Comprehensive decision rationale - Proactive timeline communication - Optimal loan structuring - Transparent audit trail

JTBD Implementation Framework

1. Job Mapping Process

For each customer interaction, we map: 1. Triggering Event: What caused the customer to start this job? 2. Job Steps: What are they trying to accomplish at each stage? 3. Desired Outcomes: What would success look like to them? 4. Pain Points: What typically goes wrong or causes frustration? 5. Emotional Needs: How do they want to feel throughout?

2. Solution Design

Each agent capability is designed to: - Complete a job step more effectively than alternatives - Eliminate a pain point that customers commonly experience - Create emotional value beyond just functional completion - Enable the next job step to proceed smoothly

3. Success Measurement

We measure success through customer-centric metrics: - Job Completion Rate: How often do customers successfully complete their jobs? - Effort Score: How much effort does it take to complete each job? - Emotional Satisfaction: How do customers feel about the experience? - Recommendation Likelihood: Would they hire our process again?

JTBD vs. Traditional Process Design

Traditional Approach

  • Organized around internal departments
  • Optimized for operational efficiency
  • Measured by process metrics
  • Designed from institution's perspective

JTBD Approach

  • Organized around customer jobs
  • Optimized for job completion
  • Measured by customer outcomes
  • Designed from customer's perspective

Example Comparison

Traditional: "Process credit application efficiently" - Metric: Applications processed per hour - Design: Minimize processing time and cost - Result: Fast processing, poor customer experience

JTBD: "Help customer get fair credit evaluation" - Metric: Customer confidence in fairness + speed - Design: Thorough, explainable, fast evaluation - Result: Customer satisfaction + operational efficiency

Benefits of JTBD-Driven Agent Design

Customer Benefits

  • Better Outcomes: Agents designed around customer jobs deliver what customers actually want
  • Reduced Friction: Pain points are systematically identified and eliminated
  • Emotional Satisfaction: Addresses not just functional but emotional needs
  • Predictable Experience: Consistent job completion across all interactions

Business Benefits

  • Competitive Differentiation: Unique value proposition based on job completion
  • Customer Loyalty: Satisfied customers become repeat customers and advocates
  • Operational Focus: Clear priorities based on customer impact
  • Improvement Direction: Framework for identifying enhancement opportunities

Technical Benefits

  • Clear Requirements: Agent capabilities directly tied to customer jobs
  • Success Metrics: Measurable outcomes based on job completion
  • Prioritization Framework: Feature development guided by job importance
  • Integration Points: Agents coordinate around customer job flow

Implementation Guidelines

For Product Teams

  1. Start with customer jobs, not internal processes
  2. Map the complete job journey, not just touchpoints
  3. Design for job completion, not just task completion
  4. Measure customer outcomes, not just operational metrics

For Engineering Teams

  1. Agent capabilities should map to specific job steps
  2. Error handling should preserve job completion ability
  3. Performance optimization should prioritize job-critical paths
  4. Integration design should support smooth job flow

For Business Teams

  1. Value proposition should focus on job completion benefits
  2. Success metrics should include customer job outcomes
  3. Competitive analysis should compare job completion effectiveness
  4. Strategic planning should prioritize highest-impact jobs

Continuous Improvement through JTBD

Job Performance Monitoring

  • Track job completion rates by segment
  • Identify common failure points
  • Measure effort required for each job step
  • Monitor emotional satisfaction throughout journey

Improvement Opportunities

  • Jobs that are underserved by current solutions
  • Job steps where customers expend significant effort
  • Emotional needs that aren't being met
  • Social needs that create competitive advantage

Agent Evolution

  • Enhance capabilities based on job performance data
  • Add new capabilities for underserved job steps
  • Improve coordination for better job completion
  • Optimize for both functional and emotional job success

This JTBD framework ensures our multi-agent system remains customer-centric while delivering exceptional business results through superior job completion.