CASE STUDY
Commercial Property Owner Intelligence & Outreach Automation
An AI-assisted owner intelligence and outreach engine resolving complex LLC ownership structures, validating executive contacts, and syncing enriched commercial leads into Salesforce for a Massachusetts CRE brokerage.
Cognic CRE-Intel
Search commercial parcels, LLCs or owners…
Commercial Parcel Mapping & LLC Decision-Maker Resolution
12,500
Statewide CRE Parcels
92.4%
LLC Decision-Maker Match
300%
Increase in Owner Pipeline
Zero
Duplicate CRM Accounts
| Property Address | Holding LLC Entity | Resolved Decision-Maker | Verified Phone / Email | Salesforce Status | Confidence |
|---|---|---|---|---|---|
| 400 Technology Square, Cambridge | TechSquare Holdings LLC | Arthur Pendelton (Managing Partner) | 617-555-0192 (Direct) | Synced to CRM | 99% |
| 125 High Street, Boston | Boston Harbour Real Estate LLC | Victoria Sterling (President) | vsterling@harbourcre.com | Synced to CRM | 98% |
| 85 Worcester Turnpike, Natick | Worcester Retail Associates LLC | David K. Miller (Principal) | 508-555-8812 (Direct) | Outreach Active | 97% |
| 250 Commercial St, Worcester | Worcester Mill Redevelopment LLC | Elena Rostova (Trustee) | 508-555-3490 (Direct) | Synced to CRM | 96% |
| 100 Corporate Pkwy, Burlington | Burlington Office Park LLC | Robert T. Hayes (Director) | rhayes@hayesprop.com | Synced to CRM | 99% |
12,500 Parcels Statewide CRE Coverage
Commercial, industrial, and retail properties mapped across Massachusetts
92.4% LLC Entity Resolution
Accurate unmasking of corporate holding entities to underlying principals
Direct Phone & Email Verified Contact Enrichment
Validated direct dial numbers and verified executive email addresses
Salesforce Sync De-duplicated CRM Leads
Automated account and contact creation with full property ownership linkage
What is commercial owner intelligence automation?
Commercial owner intelligence automation connects municipal parcel GIS data, state corporate registry filings (Secretary of the Commonwealth), B2B identity enrichment APIs, and CRM platforms to unmask anonymous LLC property owners, identify true decision-makers, validate direct contact information, and automate personalized broker outreach.
A Smarter Way to Source Commercial Property Owners
The Challenge
Brokers and interns spending hours manually researching Secretary of State filings and chasing dead-end LLC phone numbers.
The Solution
AI-assisted data pipeline unmasking LLCs, verifying direct contacts, and creating de-duplicated Salesforce lead records.
The Outcome
Brokerage owner pipeline tripled, research time dropped by 80%, and broker outreach converted at dramatically higher rates.
The Challenge
Commercial real estate brokerages struggle to scale prospecting when over 80% of prime commercial assets are held in opaque holding LLCs.
Identifying commercial property parcels across diverse municipal tax assessor databases
Connecting property deed records to complex shell LLCs and corporate holding entities
Resolving holding entities to underlying managing partners and real estate principals
Finding verified direct phone numbers and business emails for busy commercial owners
Handling outdated, inaccurate, or conflicting contact data across public databases
Preventing duplicate accounts and conflicting contact records in Salesforce CRM
Personalizing broker outreach per property without creating generic mass emails
Scaling broker outreach capacity while preserving long-standing client relationships
Manual Broker Research vs. Cognic Owner Intelligence Platform
| Workflow Stage | Traditional Manual Workflow | Cognic AI-Powered Engine |
|---|---|---|
| Parcel Identification | Manual lookups in municipal tax registries and county deed websites | Automated GIS and municipal assessor database ingestion across all counties |
| LLC Entity Resolution | Interns reading through Secretary of State corporate filings page-by-page | Automated entity resolution mapping holding LLCs to registered agents and principals |
| Contact Enrichment | Searching LinkedIn and dialing general office switchboards | Multi-source identity waterfall providing verified direct dials and corporate emails |
| De-duplication | Accidental duplicate records created in CRM for multi-property owners | Intelligent entity matching linking multiple parcels to a single verified owner profile |
| Salesforce Sync | Manual data entry into CRM taking hours of broker time each week | Automated bidirectional Salesforce API sync with complete property metadata |
| Outreach Execution | Generic mass cold emails with low response rates | Hyper-personalized outreach citing specific square footage, zoning, and tenant history |
The Cognic Owner Intelligence Engine
Three core pillars turning raw parcel records into qualified, CRM-ready commercial leads.
01
Municipal GIS & Deed Ingestion
Aggregates parcel data, zoning codes, building square footage, and recorded deeds across all target municipalities.
• Statewide GIS parcel mapping
• Deed & mortgage transaction history
• Zoning & asset class categorization
→
02
LLC Unmasking & Identity Waterfall
Queries corporate registration databases and professional networks to identify true beneficial owners and principals.
• Corporate registry entity resolution
• Multi-source identity verification
• Direct phone & email waterfall
→
03
Salesforce CRM & Campaign Hub
Syncs verified owner profiles to Salesforce while triggering personalized, property-specific broker outreach sequences.
• Automated Salesforce account mapping
• Property-to-owner relationship graph
• Personalized email & call task routing
→
LLC Unmasking
Resolves 92%+ of holding entities
Salesforce Sync
Automated de-duplicated account creation
Direct Contacts
Verified mobile numbers and direct emails
Owner Intelligence Architecture & Data Pipeline
An automated, multi-tier data enrichment and CRM pipeline.
1 Parcel Ingestion
› County Deed Feeds
› Tax Assessor Scrapers
› GIS Shapefile Mapping
› Zoning Code Classifier
› Parcel Storage Tier
2 LLC Resolution
› Secretary of State API
› Registered Agent Graph
› Beneficial Owner Matching
› Corporate Entity Solver
› Confidence Scoring
3 Contact Enrichment
› B2B Identity Waterfall
› Direct Dial Verification
› SMTP Email Ping Check
› LinkedIn Profile Match
› Enrichment Cache
4 Salesforce Dispatch
› Salesforce REST API
› Account & Contact Dedupe
› Property Object Link
› Broker Task Assignment
› Outreach Analytics
From Raw Tax Parcel to Qualified Owner Conversation
A complete verifiable workflow from municipal parcel record to active brokerage conversation.
Tax Parcel
→
Deed Lookup
→
LLC Solver
→
Contact Enrichment
→
Salesforce Sync
→
Broker Meeting
Owner Intelligence & Enrichment Capabilities
Advanced data engineering and entity resolution capabilities.
Corporate Entity Resolution Graph
Navigates multi-tiered holding companies to discover the true individuals with signature authority
B2B Contact Identity Waterfall
Queries premium business identity databases to surface verified direct mobile dials and emails
Intelligent Account Deduplication
Recognizes when an individual owns dozens of commercial parcels under different entity names
Hyper-Personalized Outreach Generator
Drafts bespoke broker outreach referencing parcel square footage, assessed value, and recent area comps
Native Salesforce Custom Object Sync
Maintains bi-directional relationship links between Property, Owner, and Deal Pipeline objects
Commercial Broker Owner Intelligence Console
Commercial brokers review unmasked property owners, verified contact info, and drafted outreach before launching campaigns.
| Property Address | Holding LLC | Resolved Principal | Verified Contact | Action | ||
|---|---|---|---|---|---|---|
| 400 Technology Sq, Cambridge | TechSquare Holdings LLC | Arthur Pendelton (Managing Partner) | 617-555-0192 (Direct Phone) | Ready to Sync | 99% | |
| 125 High St, Boston | Boston Harbour Real Estate LLC | Victoria Sterling (President) | vsterling@harbourcre.com | Ready to Sync | 98% | |
| 85 Worcester Tpk, Natick | Worcester Retail Associates LLC | David K. Miller (Principal) | 508-555-8812 (Direct Phone) | Ready to Sync | 97% | |
| 250 Commercial St, Worcester | Worcester Mill Redevelopment LLC | Elena Rostova (Trustee) | 508-555-3490 (Direct Phone) | Ready to Sync | 96% |
Enterprise CRM Data Governance
Compliant data architecture maintaining strict CRM data integrity.
Salesforce API Certified
CAN-SPAM Compliant
Encrypted Contact Vault
Role-Based Access
AES-256 Bit Encryption
Immutable Audit Trail
Technology Stack
Key technologies powering the production deployment.
Salesforce REST API
Python Scrapy & FastAPI
PostgreSQL Database
Enrichment APIs (Clearbit / ZoomInfo)
Docker
AWS ECS
TypeScript
TailwindCSS
What Changed
Key operational and efficiency improvements.
Commercial owner pipeline tripled in first 90 days across Massachusetts target markets
Research time per parcel dropped by 80% from 45 minutes to under 5 minutes
Eliminated duplicate records across 12,500+ commercial parcel records in Salesforce
Broker outreach response rates increased by 45% due to hyper-personalized property context
Junior brokers and interns redirected from tedious research to high-value client advisory
Built for Commercial Real Estate Leaders
Engineered for managing principals, CRE brokerage owners, and business development leads.
Managing Principals & Brokerage Owners
Expand market share and equip brokers with exclusive owner intelligence before competitors.
Senior Commercial Brokers
Bypass gatekeepers and reach verified decision-makers directly on mobile.
CRM & Marketing Directors
Maintain clean, enriched, and de-duplicated property ownership records in Salesforce.