# Extract Residential Lease Data > Extract landlord, tenant, property, lease dates, rent, deposit, utilities, occupants, and pet terms from residential leases. - Skill: `iterationlayer/extract-residential-lease-data` (Agent Skill) - Install (CLI): `npx skillmds@latest add iterationlayer/extract-residential-lease-data` - Raw SKILL.md: https://api.skillmd.com/api/skills/iterationlayer/extract-residential-lease-data/raw - Safety review: pending (external: skill-scanner PASS, skillspector PASS) - Works with: Claude Code, Claude.ai, OpenAI Codex - Category: Coding & Dev Tools - Author: iterationlayer (https://skillmd.com/u/iterationlayer) - Updated: 2026-09-08 - Page: https://skillmd.com/skills/iterationlayer/extract-residential-lease-data --- # Extract Residential Lease Data Property managers use this recipe to extract residential lease terms into structured records for tenant onboarding, rent collection, and compliance workflows. ## APIs Used Document Extraction (1 credit per page) ## Prerequisites You need an Iteration Layer API key. Get one at [platform.iterationlayer.com](https://platform.iterationlayer.com) during the 7-day trial. For full integration guidance (SDKs, auth, MCP, error handling), see the [Iteration Layer Integration Guide](https://iterationlayer.com/SKILL.md). ## Implementation ```bash curl -X POST https://api.iterationlayer.com/document-extraction/v1/extract \ -H "Authorization: Bearer YOUR_API_KEY" \ -H "Content-Type: application/json" \ -d '{ "files": [ { "type": "url", "name": "residential-lease.pdf", "url": "https://example.com/documents/residential-lease-sample.pdf" } ], "schema": { "fields": [ { "name": "landlord_name", "type": "TEXT", "description": "Landlord or property manager name" }, { "name": "tenant_names", "type": "TEXT", "description": "Tenant names" }, { "name": "property_address", "type": "ADDRESS", "description": "Rental property address" }, { "name": "lease_start_date", "type": "DATE", "description": "Lease start date" }, { "name": "lease_end_date", "type": "DATE", "description": "Lease end date" }, { "name": "monthly_rent", "type": "CURRENCY_AMOUNT", "description": "Monthly rent" }, { "name": "rent_due_day", "type": "DATE", "description": "Rent due date or day of month" }, { "name": "security_deposit", "type": "CURRENCY_AMOUNT", "description": "Security deposit" }, { "name": "utilities_responsibility", "type": "TEXT", "description": "Utility responsibility terms" }, { "name": "occupants", "type": "TEXT", "description": "Authorized occupants" }, { "name": "pet_terms", "type": "TEXT", "description": "Pet policy or pet deposit terms" }, { "name": "late_fee_terms", "type": "TEXT", "description": "Late fee terms" } ] } }' ``` ```typescript import { IterationLayer } from "iterationlayer"; const client = new IterationLayer({ apiKey: "YOUR_API_KEY" }); const result = await client.extractDocument({ "files": [ { "type": "url", "name": "residential-lease.pdf", "url": "https://example.com/documents/residential-lease-sample.pdf" } ], "schema": { "fields": [ { "name": "landlord_name", "type": "TEXT", "description": "Landlord or property manager name" }, { "name": "tenant_names", "type": "TEXT", "description": "Tenant names" }, { "name": "property_address", "type": "ADDRESS", "description": "Rental property address" }, { "name": "lease_start_date", "type": "DATE", "description": "Lease start date" }, { "name": "lease_end_date", "type": "DATE", "description": "Lease end date" }, { "name": "monthly_rent", "type": "CURRENCY_AMOUNT", "description": "Monthly rent" }, { "name": "rent_due_day", "type": "DATE", "description": "Rent due date or day of month" }, { "name": "security_deposit", "type": "CURRENCY_AMOUNT", "description": "Security deposit" }, { "name": "utilities_responsibility", "type": "TEXT", "description": "Utility responsibility terms" }, { "name": "occupants", "type": "TEXT", "description": "Authorized occupants" }, { "name": "pet_terms", "type": "TEXT", "description": "Pet policy or pet deposit terms" }, { "name": "late_fee_terms", "type": "TEXT", "description": "Late fee terms" } ] } }); ``` ```python from iterationlayer import IterationLayer client = IterationLayer(api_key="YOUR_API_KEY") result = client.extract_document(**{ "files": [ { "type": "url", "name": "residential-lease.pdf", "url": "https://example.com/documents/residential-lease-sample.pdf" } ], "schema": { "fields": [ { "name": "landlord_name", "type": "TEXT", "description": "Landlord or property manager name" }, { "name": "tenant_names", "type": "TEXT", "description": "Tenant names" }, { "name": "property_address", "type": "ADDRESS", "description": "Rental property address" }, { "name": "lease_start_date", "type": "DATE", "description": "Lease start date" }, { "name": "lease_end_date", "type": "DATE", "description": "Lease end date" }, { "name": "monthly_rent", "type": "CURRENCY_AMOUNT", "description": "Monthly rent" }, { "name": "rent_due_day", "type": "DATE", "description": "Rent due date or day of month" }, { "name": "security_deposit", "type": "CURRENCY_AMOUNT", "description": "Security deposit" }, { "name": "utilities_responsibility", "type": "TEXT", "description": "Utility responsibility terms" }, { "name": "occupants", "type": "TEXT", "description": "Authorized occupants" }, { "name": "pet_terms", "type": "TEXT", "description": "Pet policy or pet deposit terms" }, { "name": "late_fee_terms", "type": "TEXT", "description": "Late fee terms" } ] } }) ``` ```go package main import il "github.com/iterationlayer/sdk-go" func main() { client := il.NewClient("YOUR_API_KEY") result, err := client.ExtractDocument(il.ExtractDocumentRequest{ Files: []il.FileInput{ il.FileInput{ Type: "url", Name: "residential-lease.pdf", Url: "https://example.com/documents/residential-lease-sample.pdf", }, }, Schema: il.ExtractionSchema{ Fields: []any{ il.TextFieldConfig{ Name: "landlord_name", Type: "TEXT", Description: "Landlord or property manager name", }, il.TextFieldConfig{ Name: "tenant_names", Type: "TEXT", Description: "Tenant names", }, il.AddressFieldConfig{ Name: "property_address", Type: "ADDRESS", Description: "Rental property address", }, il.DateFieldConfig{ Name: "lease_start_date", Type: "DATE", Description: "Lease start date", }, il.DateFieldConfig{ Name: "lease_end_date", Type: "DATE", Description: "Lease end date", }, il.CurrencyAmountFieldConfig{ Name: "monthly_rent", Type: "CURRENCY_AMOUNT", Description: "Monthly rent", }, il.DateFieldConfig{ Name: "rent_due_day", Type: "DATE", Description: "Rent due date or day of month", }, il.CurrencyAmountFieldConfig{ Name: "security_deposit", Type: "CURRENCY_AMOUNT", Description: "Security deposit", }, il.TextFieldConfig{ Name: "utilities_responsibility", Type: "TEXT", Description: "Utility responsibility terms", }, il.TextFieldConfig{ Name: "occupants", Type: "TEXT", Description: "Authorized occupants", }, il.TextFieldConfig{ Name: "pet_terms", Type: "TEXT", Description: "Pet policy or pet deposit terms", }, il.TextFieldConfig{ Name: "late_fee_terms", Type: "TEXT", Description: "Late fee terms", }, }, }, }) if err != nil { panic(err) } _ = result } ``` ```n8n { "name": "Extract Residential Lease Data", "nodes": [ { "parameters": { "content": "## Extract Residential Lease Data\n\nProperty managers use this recipe to extract residential lease terms into structured records for tenant onboarding, rent collection, and compliance workflows.\n\n**Note:** This workflow uses the Iteration Layer community node (`n8n-nodes-iterationlayer`). Install it via Settings > Community Nodes on self-hosted n8n, or add it directly on n8n Cloud with Verified Community Nodes enabled.", "height": 280, "width": 500, "color": 2 }, "type": "n8n-nodes-base.stickyNote", "typeVersion": 1, "position": [ 200, 40 ], "id": "extract-residential-lease-data-overview", "name": "Overview" }, { "parameters": {}, "type": "n8n-nodes-base.manualTrigger", "typeVersion": 1, "position": [ 250, 300 ], "id": "extract-residential-lease-data-trigger", "name": "Manual Trigger" }, { "parameters": { "resource": "documentExtraction", "schemaInputMode": "rawJson", "schemaJson": "{\n \"fields\": [\n {\n \"name\": \"landlord_name\",\n \"type\": \"TEXT\",\n \"description\": \"Landlord or property manager name\"\n },\n {\n \"name\": \"tenant_names\",\n \"type\": \"TEXT\",\n \"description\": \"Tenant names\"\n },\n {\n \"name\": \"property_address\",\n \"type\": \"ADDRESS\",\n \"description\": \"Rental property address\"\n },\n {\n \"name\": \"lease_start_date\",\n \"type\": \"DATE\",\n \"description\": \"Lease start date\"\n },\n {\n \"name\": \"lease_end_date\",\n \"type\": \"DATE\",\n \"description\": \"Lease end date\"\n },\n {\n \"name\": \"monthly_rent\",\n \"type\": \"CURRENCY_AMOUNT\",\n \"description\": \"Monthly rent\"\n },\n {\n \"name\": \"rent_due_day\",\n \"type\": \"DATE\",\n \"description\": \"Rent due date or day of month\"\n },\n {\n \"name\": \"security_deposit\",\n \"type\": \"CURRENCY_AMOUNT\",\n \"description\": \"Security deposit\"\n },\n {\n \"name\": \"utilities_responsibility\",\n \"type\": \"TEXT\",\n \"description\": \"Utility responsibility terms\"\n },\n {\n \"name\": \"occupants\",\n \"type\": \"TEXT\",\n \"description\": \"Authorized occupants\"\n },\n {\n \"name\": \"pet_terms\",\n \"type\": \"TEXT\",\n \"description\": \"Pet policy or pet deposit terms\"\n },\n {\n \"name\": \"late_fee_terms\",\n \"type\": \"TEXT\",\n \"description\": \"Late fee terms\"\n }\n ]\n}", "files": { "fileValues": [ { "fileInputMode": "url", "fileName": "residential-lease.pdf", "fileUrl": "https://example.com/documents/residential-lease-sample.pdf" } ] } }, "type": "n8n-nodes-iterationlayer.iterationLayer", "typeVersion": 1, "position": [ 500, 300 ], "id": "extract-residential-lease-data-extract", "name": "Extract Data", "credentials": { "iterationLayerApi": { "id": "1", "name": "Iteration Layer API" } } } ], "connections": { "Manual Trigger": { "main": [ [ { "node": "Extract Data", "type": "main", "index": 0 } ] ] } }, "settings": { "executionOrder": "v1" } } ``` ```prompt Extract residential lease data from the file at [file URL]. Use the extract_document tool with these fields: - landlord_name (TEXT): Landlord or property manager name - tenant_names (TEXT): Tenant names - property_address (ADDRESS): Rental property address - lease_start_date (DATE): Lease start date - lease_end_date (DATE): Lease end date - monthly_rent (CURRENCY_AMOUNT): Monthly rent - rent_due_day (DATE): Rent due date or day of month - security_deposit (CURRENCY_AMOUNT): Security deposit - utilities_responsibility (TEXT): Utility responsibility terms - occupants (TEXT): Authorized occupants - pet_terms (TEXT): Pet policy or pet deposit terms - late_fee_terms (TEXT): Late fee terms ``` ### Response ```json { "success": true, "data": { "landlord_name": { "value": "Harbor Property Management LLC", "confidence": 0.97, "citations": [ "LANDLORD NAME" ] }, "tenant_names": { "value": "Alex Morgan and Jamie Morgan", "confidence": 0.97, "citations": [ "TENANT NAMES" ] }, "property_address": { "value": { "street": "100 Market Street", "city": "Berlin", "postal_code": "10115", "country": "DE" }, "confidence": 0.97, "citations": [ "PROPERTY ADDRESS" ] }, "lease_start_date": { "value": "2026-04-15", "confidence": 0.97, "citations": [ "15 Apr 2026" ] }, "lease_end_date": { "value": "2026-04-15", "confidence": 0.97, "citations": [ "15 Apr 2026" ] }, "monthly_rent": { "value": { "amount": "1234.56", "currency": "EUR" }, "confidence": 0.97, "citations": [ "1,234.56" ] }, "rent_due_day": { "value": "2026-04-15", "confidence": 0.97, "citations": [ "15 Apr 2026" ] }, "security_deposit": { "value": { "amount": "1234.56", "currency": "EUR" }, "confidence": 0.97, "citations": [ "1,234.56" ] }, "utilities_responsibility": { "value": "Utilities Responsibility", "confidence": 0.97, "citations": [ "UTILITIES RESPONSIBILITY" ] }, "occupants": { "value": "Occupants", "confidence": 0.97, "citations": [ "OCCUPANTS" ] }, "pet_terms": { "value": "Pet Terms", "confidence": 0.97, "citations": [ "PET TERMS" ] }, "late_fee_terms": { "value": "Late Fee Terms", "confidence": 0.97, "citations": [ "LATE FEE TERMS" ] } } } ``` ## Links - [Integration guide](https://iterationlayer.com/SKILL.md) - [Full documentation](https://iterationlayer.com/docs) - [OpenAPI spec](https://api.iterationlayer.com/openapi.json) - [Browse all recipes](https://iterationlayer.com/recipes)