# Documents in Lending

Integrations REST · Python SDK · Web portal. Drop into the stack you already run. [Read the docs](/content/documentation/index.html)

## Drop Kita into the loan-origination stack you already run.
No rip-and-replace. Call the REST API from your existing LOS, install the Python SDK in your scoring pipeline, or run files through the portal — same credit graph, same audit trail, your team's choice of surface.

## Surfaces Pick the surface that fits the team running the work

### REST API
Production-grade JSON over HTTPS. Idempotent, paginated, webhook-ready. Returns structured fields, confidence scores, and decision reasons in one round trip.

```
POST /v1/capture
Authorization: Bearer ...
{ "url": "https://..." }
```

### Python SDK
Typed client with async support, retry/backoff, and pandas-friendly outputs. Drop into your scoring notebook or batch-process a folder of payslips overnight.

```
from kita import Kita
client = Kita(api_key="...")
result = client.capture("statement.pdf")
```

### Web Portal
Drag a borrower file in, see the assessment, override if needed. Built for credit officers and ops teams who don't want to touch a CLI. Same backend, same audit trail.

```
portal.usekita.com
Drag a file. See structured fields,
fraud signals, and citations.
```

## Already wired into the loan-origination stack you probably use.
Pre-built connectors for the LOS, CRM, and bureau systems our enterprise customers run. Don't see yours? We'll build it during onboarding.

### Loan Origination
- nCino
- Encompass
- Salesforce FSC
- Custom LOS

### Data Warehouse
- Snowflake
- BigQuery
- Redshift
- Postgres

### Identity & KYC
- Persona
- Alloy
- Veriff
- Sumsub

### Communication
- Twilio
- WhatsApp Business
- SendGrid
- Postmark

### Auth & SSO
- Okta
- Auth0
- Azure AD
- SAML / OIDC

### Deployment
- Cloud (us-east-1)
- EU residency
- VPC
- On-prem

## Get Keys 100 Free Credits. No Card. Read Your First Document in Minutes.

### Spin up an API key. Process a real document.