Hire Arjun.
Move loan applications forward. Automatically.

Arjun is UnleashX’s Loan Origination Specialist. Arjun autonomously checks application status, collects required information, answers process questions, submits permitted updates and routes completed applications for lender review. Routine actions run within your configured knowledge, permissions and business rules; exceptions and decisions outside that authority go to your team with context.

Autonomous execution within your rules. Human handoff when required, not at every step.

ARJUN AT WORK

From application question to lender-ready information.

Illustrative workflow

The conversation

CUSTOMER REQUEST

I started a loan application. What’s still missing?

ARJUN

I’ll locate the application and check the current information requirements.

Conversation → structured context

Arjun

Read the matched application record

Autonomous · within your rules

Lending + documents

People join only when needed

Application checklist

EXAMPLE RECORD · NOT LIVE DATA

Application · reference matched
Required fields · reviewed
Missing items · clearly flagged

SYSTEM ACTION

Read the matched application record

Awaiting workflow steps

Step 1 of 4 · Locate

Example sequence only. Channels, integrations and permitted actions are configured and validated for your deployment.

SELF-SERVICE SETUP

You configure Arjun.
Arjun gets to work.

Sign up and make this pre-built role your own. Prepare your approved knowledge, business rules, system access and escalation owner before launch.

ILLUSTRATIVE SETUP · NOT A LIVE PRODUCT SCREEN

Define the job

YOUR ROLE BRIEF

Starts with: An eligible loan enquiry or incomplete application
Works toward: A complete application step or a clearly assigned lending review
First responsibility: Locate the application
Human authority: Credit decisions, rate exceptions and lending commitments

A defined scope for Arjun to work within.

Create your account, then configure your employee in UnleashX. This preview does not save settings or connect systems.

THE JOB TO BE DONE

A clear responsibility.
A verifiable outcome.

Hire Arjun to own the routine work, not just recommend the next step. Arjun checks application status, collects required information, answers process questions, submits permitted updates and routes completed applications for lender review, without step-by-step supervision. Your team sets the rules and handles credit decisions, rate exceptions and lending commitments.

Work Arjun executes autonomously

Locate the application
Explain required information
Collect and clarify
Coordinate the submission
Hand off decisions

Your team handles the exceptions

Credit decisions, rate exceptions and lending commitments stay with authorized people in the scope described here.

Use approved knowledge instead of guessing an answer.
Separate customer intent from a confirmed system result.
Assign unresolved work to a named team.
Test policy changes before expanding responsibility.

Define Arjun’s knowledge, system permissions and business rules before launch. Arjun executes within that scope autonomously. The examples illustrate the workflow; they are not measured customer results.

FROM REQUEST TO RECORDED RESULT

How Arjun executes the work.

Starting with an eligible loan enquiry or incomplete application, Arjun runs these steps autonomously within your configured permissions and business rules. Routine work does not wait for manual approval. Exceptions and unverified outcomes follow the agreed recovery or human-handoff path.

01
Locate the application
Confirm identity using your approved process and retrieve the current application state.
Information needed
Customer identifiers and application reference.
What moves forward
The correct application context.
02
Explain required information
Use the checklist for the loan product and stage; identify missing items without inventing eligibility conclusions.
Information needed
Approved product guide and required fields.
What moves forward
A clear list of next actions for the applicant.
03
Collect and clarify
Capture applicant-provided information, marking contradictions and unknowns for review.
Information needed
Customer answers and document references.
What moves forward
A structured application update.
04
Coordinate the submission
Record only permitted changes and verify the application system accepted them.
Information needed
Scoped writes and validation responses.
What moves forward
A confirmed submission or an explicit correction request.
05
Hand off decisions
Route applications and exceptions to the responsible lending team with context.
Information needed
Updated record and outstanding questions.
What moves forward
An accountable review handoff without an approval promise.

HUMAN HANDOFF

When an exception needs a person, send the full context.

A handoff should explain the request, completed steps and unresolved decision. Do not make customers repeat information already captured, or leave a failed operation without an owner.

Customer and source-record references
The customer’s stated request or concern
Completed actions and verified results
Unresolved questions and exception reason
Relevant knowledge or policy version
Assigned team and the next decision needed

DESIGN THE DIFFICULT CASES

Exceptions need a path, not a success message.

Use these role-specific cases when reviewing the workflow with business and technical owners. The expected behavior must be agreed before a pilot, not inferred after something fails.

Income information is inconsistent

Flag the discrepancy and ask the approved clarification or route review.

Review: Original and corrected fields retained appropriately.

Applicant asks for guaranteed approval

Explain process status without a credit promise.

Review: Response and any lender follow-up.

Submission is rejected by the system

Explain the supported correction path and avoid reporting success.

Review: Validation error and final application state.

SYSTEMS & PERMISSIONS

Connect the work to the source of truth.

Agree the exact records, fields and operations needed for Arjun’s role. Reading context and changing a record are different permissions. The categories below are a requirements map, not a guarantee of a native connector for every vendor.

Integration requirements for Arjun
System category	Workflow use	Review before connecting
Loan origination system	Read application stage and permitted field updates.	Identity checks and validation rules.
Document system	Track required submissions and references.	Access, retention and review status.
Lending CRM	Route questions and decisions to staff.	Queue ownership and application linkage.

Bring system names, versions, API documentation and test-environment access. Review identity matching, retention, network boundaries, credential ownership and how an ambiguous write is reconciled.

Explore integration requirements

PILOT EVIDENCE

Measure the result.
Inspect the failures.

Choose an eligible cohort and record the current baseline. Keep successful conversations, verified outcomes and unresolved exceptions separate. Define a review sample that includes normal cases as well as failed tools and difficult customer requests.

Application completeness

Eligible applications with required information or explicit review flags.

Submission accuracy

Reported submissions matching the origination system.

Clarification effectiveness

Missing-information cases progressing without repeated contradictory requests.

Sample acceptance tests, not published benchmark results
Test case	Expected behavior	Evidence to inspect
Income information is inconsistent	Flag the discrepancy and ask the approved clarification or route review.	Original and corrected fields retained appropriately.
Applicant asks for guaranteed approval	Explain process status without a credit promise.	Response and any lender follow-up.
Submission is rejected by the system	Explain the supported correction path and avoid reporting success.	Validation error and final application state.

Agree thresholds and exclusions before testing. Review both business outcomes and action correctness. No uplift, speed improvement or cost saving is claimed here without evidence from the configured workflow.

Review the evaluation approach

IMPLEMENTATION GATES

Prepare the workflow before production.

Pre-built means the role is a starting point. It does not replace knowledge review, integration mapping or your organization’s release decision.

Scope

Define eligible cases around this trigger: an eligible loan enquiry or incomplete application. Agree what counts as a complete application step or a clearly assigned lending review and which requests are excluded.

Output: approved role brief and named business owner.

Connect

Map required fields and approved knowledge to the systems listed above. Separate read permissions from writes, test identity matching and document failure recovery.

Output: reviewed access and data-flow map.

Evaluate

Exercise the normal journey and the exception cases on this page. Inspect responses, system actions and final records together, with a reviewer for unresolved results.

Output: acceptance record and documented open issues.

Release

Start with limited traffic, monitoring ownership and stop conditions. Review the first outcomes before expanding scope; keep a way to pause work and return it to people.

Output: rollout, support and recovery plan.

Estimate the timeline from actual dependencies. Confirm privacy, contact requirements and decision authority with the relevant internal owners. Deployment design is not a substitute for their review.

BUYER GUIDANCE

Choose the right level of responsibility.

Use simpler automation when…

The input is structured, the action is fixed and there is no ambiguity to clarify. A form, notification or rule-based workflow can be the appropriate tool. Do not add a conversational role solely to perform a deterministic system update.

Consider Arjun when…

You want routine work executed end to end, without supervising each action. Keep the outcome explicit: a complete application step or a clearly assigned lending review. Validate that the configured role can meet that outcome under your constraints.

Keep a human in charge when…

The case requires credit decisions, rate exceptions and lending commitments. The specialist can prepare information and route the request without assuming decision authority.

Build a custom workforce when…

The job spans several distinct responsibilities or the pre-built brief does not fit. Define separate roles only where the coordination adds value, and give each handoff a clear owner.

Explore the custom path

BUYER & IMPLEMENTATION QUESTIONS

What to know before hiring Arjun.

Does Arjun need human approval at every step?

No. Once knowledge, system access and business rules are configured, Arjun autonomously checks application status, collects required information, answers process questions, submits permitted updates and routes completed applications for lender review. Human handoff is required for credit decisions, rate exceptions and lending commitments, or an unresolved case outside the configured rules. The handoff includes the request, completed actions and the decision needed.

Does Arjun approve loans?

No. The role described here supports application completion and coordination. Credit assessment and approval remain with your lending process.

Can Arjun explain eligibility?

Use approved factual criteria with careful wording. A preliminary information check must not be presented as a final lending decision.

What if an applicant changes submitted information?

Define which fields may be corrected, what review is required and how the updated record is retained. Verify changes in the origination system before confirming them.

What does Arjun do?

Arjun autonomously checks application status, collects required information, answers process questions, submits permitted updates and routes completed applications for lender review. Routine actions run within your configured knowledge, permissions and business rules; exceptions and decisions outside that authority go to your team with context. The workflow starts with an eligible loan enquiry or incomplete application and is designed around this outcome: a complete application step or a clearly assigned lending review. Agree the actual configuration and supported actions before release.

Can I set up Arjun myself?

Yes. Sign up for UnleashX and configure Arjun yourself. Prepare your approved knowledge, business rules, system access and exception owners. Test the configured workflow before using live traffic; supported connections and actions depend on your setup.

Can we customize Arjun for our business?

Use the role as a starting brief. Define your knowledge sources, required fields, permitted actions and escalation paths. Keep credit decisions, rate exceptions and lending commitments outside automatic authority unless a separately reviewed workflow explicitly defines the relevant permissions.

Are the listed integrations available out of the box?

The system categories are a requirements map, not a certified connector list. Confirm your vendors, versions, API operations and network requirements with the integration team. Document read and write access separately and test system failures before production.

How long will deployment take?

Estimate the schedule after reviewing scope, data readiness, integration access and approval requirements. Agree milestone owners and dependencies; a pre-built role does not eliminate configuration, security review or evaluation. No fixed rollout time is promised here.

What happens when a system fails?

Define bounded retries, result reconciliation and human recovery for every write. A timeout can leave the outcome uncertain: inspect the destination record before retrying an action that could create a duplicate. Keep unresolved work visible with an owner.

What evidence supports the performance claims?

The workflows describe autonomous execution within configured rules. The evaluation criteria are proposed tests, not measured customer results. Use an agreed baseline, eligible cohort and reviewed system outcomes to build your own business case. Customer testimonials from other workflows should not be treated as proof of this role’s performance.

Make Arjun part of
your workflow.

Configure Arjun’s knowledge, connect your supported systems and test the journey. You decide the scope before live work begins.

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