Lending AI. From first enquiry to review-ready application.
Neobanks, digital lending, BNPL, wealth apps, insurtech and payment platforms. Thin-file customers, small-ticket high-volume books, and portfolios where a day of delay changes the recovery curve.
From an equipment enquiry to a prepared application
A conversation becomes a recorded action across your systems, with context carried through every handoff.
Illustrative journey · Studio process view
From an equipment enquiry to a prepared application
Sarah · Austin · voice conversation
“I need equipment for my shop. What documents should I bring?”
Business goal
Move complete applications to the underwriting team
- 01Enquiry
- 02Documents received
- 03Fields extracted
- 04Staff review
- 05Application ready
Missing or mismatched document → request clarification
Evidence in Studio
Document checklist, extracted fields and review history
Next action
Create a review task with source documents attached.
Agents in this journey
Carry the enquiry across voice, chat and a requested message follow-up.
Explore AgentsIdentity checks, eligibility, valuation and lending decisions remain with authorized staff. Product scope and integrations are configured for each engagement.
Published customer story
Aditya Birla Capital · India
Voice AI across financial services
A six-week rollout connecting customer outreach and servicing across mutual funds, health insurance and housing finance.
Published May 15, 2026
Read case study →Application readiness
An illustrative implementation: connect the source records, define permitted actions, and make the next step visible to the team.
- 01
Enquiry
Capture the purpose, preferred language and requested follow-up from the first conversation.
- 02
Documents received
Request the relevant checklist. Keep uploaded documents attached to the application.
- 03
Fields extracted
Extract document fields with their source references so staff can inspect mismatches.
- 04
Staff review
Route missing or inconsistent information back for clarification before underwriting.
- 05
Application ready
Prepare the application and review history for an authorized lending decision.
Build around the work your team already does.
Growth
Risk & recovery
Make the handoff as clear as the action.
Identity checks, eligibility, valuation and lending decisions remain with authorized staff.
Connect the systems of record
Voice / WhatsApp · Document OCR · LMS · Underwriting desk
Measure the process
Application completeness · Clarification cycles · Time to staff review
Agree a baseline, review exceptions, and approve workflow changes before rollout.
Set the deployment boundary
Agree model access, retention and action permissions for the workflow. Hosted, private-cloud and on-premises options are scoped to your requirements.
See AI at work in lending & neo-bfsi.
IND · Digital lendingHigh-volume collections for a digital lender
An illustrative lending workflow connects approved reminder scripts, payment-link delivery and CRM dispositions. Disputes, exceptions and payment confirmation are handled through the lender’s agreed process.
Bring us one process. We’ll run it.
Start with a lending & neo-bfsi workflow, your source systems and a clear outcome.