PropContract Sync

Integrates contract intelligence into property, finance, ERP, and BI systems by extracting and syncing key contract data from documents to eliminate manual re-entry and reduce stale or inconsistent records.

The Problem

“Contract data is trapped in documents instead of flowing into property, finance, ERP, and BI systems”

Organizations face these key challenges:

1

Contract terms are locked in PDFs, scans, and email attachments

2

Teams re-enter the same fields into multiple downstream systems

3

Amendments and renewals are missed or reflected inconsistently

4

Different systems use different field names, formats, and validation rules

Impact When Solved

Reduce manual contract data entry into property and finance systemsImprove consistency of lease, accounting, ERP, and BI recordsShorten time from signed contract to operational system availabilityIncrease reporting accuracy for rent rolls, obligations, and portfolio metrics

The Shift

Before AI~85% Manual

Human Does

  • •Review leases, amendments, and vendor contracts to identify required fields
  • •Enter contract terms into spreadsheets, intake forms, and downstream business systems
  • •Compare records across property, finance, ERP, and reporting tools to resolve inconsistencies
  • •Track renewals, amendments, and term changes and update affected records manually

Automation

  • •Apply basic OCR to scanned contracts
  • •Capture limited text from standard document formats
  • •Populate static extraction templates for analyst review
With AI~75% Automated

Human Does

  • •Approve low-confidence extractions and resolve validation exceptions
  • •Review amendment relationships and confirm high-impact term changes
  • •Authorize updates that affect financial obligations, renewals, or compliance-sensitive records

AI Handles

  • •Ingest contracts and attachments and extract normalized fields from varied document formats
  • •Classify document types and detect amendments, renewals, addenda, and term changes
  • •Validate extracted values against business rules and existing master records
  • •Sync approved contract data and relevant deltas into property, finance, ERP, and BI systems

Operating Intelligence

How it works

AI runs the operating engine in real time.

Humans govern policy and overrides.

Measured outcomes feed the optimization loop.

Confidence90%
ArchetypeOptimize & Orchestrate
Shape6-step circular
Human gates1
Autonomy
67%AI controls 4 of 6 steps

Who is in control at each step

Each column marks the operating owner for that step. AI-led actions sit above the divider, human decisions and feedback loops sit below it.

Loop shapecircular

Step 1

Sense

Step 2

Optimize

Step 3

Coordinate

Step 4

Govern

Step 5

Execute

Step 6

Measure

AI lead

Autonomous execution

1AI
2AI
3AI
5AI
gate

Human lead

Approval, override, feedback

4Human
6↺ Loop
AI-led step
Human-controlled step
Feedback loop
TL;DR

AI senses, optimizes, and coordinates in real time. Humans set policy and override when needed. Measurements close the loop.

The Loop

6 steps

1 operating angles mapped

Operational Depth

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