AI Loan Origination
AI loan origination, end to end.
From the first WhatsApp message to the signed credit memo. The whole borrower journey, automated where it should be.
Kita is AI loan origination software for lenders. Three layers: borrower intake, document intelligence, credit assessment. Plug in where you need automation; keep human judgment where it matters.
Definition
What is AI loan origination?
AI loan origination is the use of language and vision models to automate the steps in a loan application that do not require human judgment: reaching the borrower, collecting documents, parsing them, verifying identity, and drafting the credit memo. The decision stays with the human underwriter.
How it works
01
Reach the borrower
WhatsApp-first intake. Chase missing documents. Validate completeness. Borrowers complete loan files faster on the channel they already use.
02
Process the documents
Parse every document into structured data. Verify identity. Detect fraud. Reconcile across the borrower file. The output is decision-ready.
03
Draft the assessment
Spread the financials, read the narrative, draft the credit memo. Calibrated to your policy. Your underwriter edits and signs.
Comparison
AI loan origination vs. legacy LOS workflows.
| Aspect | Legacy LOS workflow | Kita AI loan origination |
|---|---|---|
| Borrower intake | Web form, often abandoned | WhatsApp-first conversation |
| Document collection | Email back-and-forth, missing docs | Chased automatically until file is complete |
| Document parsing | Manual data entry or template OCR | Any document, any format, structured output |
| Identity and fraud | Separate provider, manual reconciliation | Built into the parsing layer |
| Credit memo | Analyst writes from scratch | Drafted with citations, ready for editing |
| Decision authority | Human underwriter | Human underwriter. Kita drafts. They sign. |
Who it's for
Built for the three lender scenarios we serve.
Microfinance
WhatsApp-first borrower intake.
Reach borrowers on the channel they already use. Chase documents in-thread. Drop-off goes down; completion rates go up.
SME and trade finance
Multi-document intake automation.
SME files have a dozen documents or more. Automate the chase and the parse; let your analyst focus on the credit judgment.
CDFI and SBA
High-touch origination at scale.
CDFI lending is relationship-driven, but document handling is the bottleneck. Automate the operational layer; preserve the human relationship.
The product
The Kita stack
Three connected products: Capture (document intelligence), AI Credit Officer (borrower intake), AI Underwriter (credit assessment). Use them together for full AI loan origination, or plug a single layer into your existing LOS.
See the full stackFAQ
Common questions
Does Kita replace our loan origination system?
No. Kita plugs into your existing LOS. The three Kita layers handle borrower intake, document parsing, and credit assessment. Your LOS still owns the workflow state, decisioning rules, and core servicing.
Can we use one Kita layer without the others?
Yes. Capture can run standalone as a document parsing API. AI Credit Officer can run standalone for borrower intake. AI Underwriter can run on documents you already have parsed. They compose, but each works on its own.
What loan origination systems does Kita integrate with?
Native and API-based integrations with nCino, Encompass, Salesforce Financial Services Cloud, and most major LOS platforms. For custom LOS deployments, integration is typically a few days of work via the API.
How does WhatsApp intake work for regulated lenders?
WhatsApp Business APIs are used in a way that preserves message archival, consent capture, and audit trail. The intake is configured to match the lender compliance framework; conversations are stored and exportable.
How long does it take to deploy AI loan origination?
Document parsing typically goes live within two weeks. Borrower-intake conversation flows take four to six weeks to calibrate. Credit memo calibration takes four to eight weeks of iteration with the underwriting team.
Is the decision automated?
No. Kita drafts the credit assessment and the memo. The human underwriter reviews, edits, and signs. The decision authority stays with the lender. AI loan origination automates the file preparation, not the decision.
Originate loans without the document grind.
Talk to the team about AI loan origination calibrated to your stack.