LeaseIQ · Commercial real estate
LeaseIQ is a developer API. Subscribe to an endpoint, send any commercial lease document — NNN, gross, retail, office, industrial — and get back 150+ structured fields ready to ship into your product, pipeline, or accounting workflow.
import requests# One call. Structured lease data back in seconds.response = requests.post("https://api.parseo.io/v1/leaseiq/extract",headers={"X-API-Key": "liq_your_key_here"},files={"file": open("lease.pdf", "rb")})data = response.json()print(data["result"]["base_rent_monthly"]) # → 42500.00print(data["result"]["lease_expiration_date"]) # → "2031-06-30"print(data["result"]["renewal_options"]) # → [{term_months: 60...}]print(data["result"]["cam_cap"]) # → 0.05
The Problem
In 2026, real estate teams are still spending 4–8 hours per lease on manual data entry. Across a portfolio of hundreds of properties, that's a full-time job — and a source of material error risk.
Manual abstraction of a single commercial lease by an experienced analyst still takes most of a workday. Across a 200-property portfolio, that’s months of analyst time per year — not strategic work.
Manual extraction introduces material error risk. A missed renewal notice deadline can cost negotiating leverage worth hundreds of thousands of dollars. Incorrect CAM data distorts acquisition models.
Prophia, Leverton, and enterprise CLM tools cost $50K–$500K/year and take months to implement. Mid-market asset managers and PropTech developers need professional-grade extraction without the enterprise price tag.
How it works
LeaseIQ is an API, not a SaaS dashboard. You don't log in to use it — you call it from your own product, pipeline, or code repo.
Pick a tier, get an API key in your inbox, and authenticate against the LeaseIQ endpoint. No sales call. No implementation engagement. You’re live in minutes.
POST any commercial lease — base lease, amendments, exhibits — from your own product, CLI, or data pipeline. One endpoint, standard bearer auth, multipart upload. Sync or async via webhook.
Get back clean JSON with 150+ fields, per-field confidence scores, and amendment-conflict flags. Write it to your DB, push it into Yardi or MRI, or render it inside your own product.
Features
Not every lease is a clean PDF. LeaseIQ is trained to handle the full spectrum of real-world document quality.
NNN, gross, modified gross, retail, industrial, office, ground lease. LeaseIQ understands the terminology and structure of each type natively.
Built on a model fine-tuned on thousands of synthetic degraded documents. Handles low contrast, rotation, handwritten amendments, and mixed-quality scans.
Every extracted lease includes IFRS 16 and ASC 842 accounting fields — right-of-use asset eligibility, lease liability, variable payments, and lease incentives. What your accounting team needs, already mapped.
LeaseIQ reads the full document package — base lease plus all amendments — and flags where amendment terms conflict with base lease provisions. No more missed overrides.
Every field comes with a confidence score from 0 to 1. Know exactly which values to verify and which you can trust. Build your own human-in-the-loop workflow on top.
JSON output schema maps directly to Yardi and MRI field structures. Webhook support for async processing of large lease packages. Documented endpoints for any custom integration.
Use cases
API-first means developers build what they need on top. Here's what teams are building.
Building a CRE analytics platform, portfolio management tool, or lease intelligence product? LeaseIQ gives you structured lease data as a service — no model to train, no abstraction logic to maintain. Ship faster.
Managing 50–500 properties? You’re too large for manual abstraction and too small for a $200K enterprise CLM implementation. LeaseIQ is purpose-built for your scale — affordable, API-accessible, and accurate.
Reviewing lease packages during acquisitions is time-critical. LeaseIQ lets your team process hundreds of leases in hours, not weeks, with consistent extraction quality and full audit trail via confidence scores.
IFRS 16 and ASC 842 compliance requires precise lease data extraction across your clients’ entire portfolio. LeaseIQ extracts exactly the fields your CPAs need, pre-mapped to accounting standards.
Pricing
Usage-based pricing. Pay per document processed, not per seat. Upgrade when you hit volume limits.
All paid plans include a 14-day money-back guarantee. Annual billing saves 20%. Overages billed at $2.00/document.
Get started
Join the waitlist and we'll email when API keys open for your tier.
Not building it yourself? Prefer us to handle the extraction for you? Submit your lease document to Parseo and we'll run the abstraction end-to-end. Structured output in your inbox, no integration required.