AI Entitlement Agent

Meet the analyst who's read every zoning code in America.

RealClear AI reads municipal zoning codes, maps approval pathways, and monitors community opposition — in 30 seconds instead of 6 months.

155M+ parcels
30,000+ jurisdictions
AI-verified daily
RealClear AI

Demo will auto-play in a moment...

Built for institutional-scale development teams

Early access partners announced Q2 2026

$200K and 18 months.

That's what happens when humans do this alone.

30-50%Site Abandonment

Projects killed by unforeseen zoning hurdles or community opposition discovered too late.

$125K–$475KSunk Per Attempt

Attorney fees, engineering studies, and architectural work — evaporated on unviable sites.

6–36 monthsEntitlement Drag

Your team stuck in bureaucratic dead-ends instead of closing high-probability deals.

Two ways to evaluate a site.

One costs $200K and takes 6 months. The other costs $500 and takes 30 seconds.

The Old Way
  • 01Call planning department. Wait 2 weeks.
  • 02Hire attorney at $400/hr for preliminary analysis.
  • 03Commission traffic study — before knowing viability.
  • 04Discover opposition at your first public hearing.

$50K–$260K · 6–18 months

AI-Powered
The RealClear Way
  • 01AI reads the full zoning code — with citations.
  • 02AI maps your approval pathway instantly.
  • 03AI identifies required studies and costs upfront.
  • 04AI surfaces opposition from 3 years of hearing data.

$500–$2,500 · 30 seconds

Five AI agents. One platform.

RealClear AI deploys specialized agents for every phase of entitlement due diligence.

Zoning Reader

Reads every page of the municipal zoning code. Extracts uses, setbacks, FAR, height limits — with section citations.

Pathway Mapper

Maps whether your project is by-right, needs a CUP, variance, or full rezoning. Every step charted.

Community Sentinel

Monitors planning commission meetings. Knows who opposed the last project on your block and why.

Comparable Analyst

Finds every similar application in the jurisdiction. Shows what was approved, denied, or conditioned.

Report Generator

Produces institutional-grade feasibility reports with citations, risk assessment, and recommendations.

Drive-thru entitlements are killing your pipeline.

Municipal restrictions are moving faster than manual research can track.

15–30%

CUP Denial Rate

100+

Cities Restricting

$100K–$300K

Cost Per Denial

Check drive-thru feasibility

How RealClear AI works

💬
Step 01

You ask a question

"Can I build a drive-thru restaurant at 2847 Commerce Ave, Dallas?"

🔍
Step 02

AI investigates

Reads the zoning code, maps the approval pathway, scans 3 years of planning commission decisions.

📋
Step 03

You get an answer

A complete feasibility report with every claim cited to the specific municipal code section.

0M+

Parcels Analyzed

0+

Jurisdictions

< 30 sec

Analysis Time

95%+

Accuracy

How RealClear AI learns

Every analysis is grounded in primary municipal data and verified by human professionals.

Reads Zoning Codes

Primary source municipal documents

Watches Hearings

Decisions, votes, and transcripts

Analyzes 155M+ Parcels

Boundaries, records, and overlays

Human-Verified

AI extracts, professionals validate

We don't replace your attorney.

We give them a 100-page head start.

Can I trust AI for a $10M decision?

You shouldn't — and we don't ask you to. RealClear AI is a research accelerator, not a decision-maker. Every analysis includes source citations so you can verify. Every zoning interpretation is validated by planning professionals before entering our database. Your attorney still runs the process — they just start with answers instead of a blank page.

The zoning due diligence process hasn't changed in 30 years. We still call the planning department, hire local counsel, and wait weeks. The industry is ready for something better.

Senior Development Executive

Customer discovery, 2026

Who uses RealClear AI

Retail Developers & REITs

Screen 10x more sites with the same team. Deploy AI across your entire pipeline.

For Development Teams

Tenant Rep Brokers

Be the fastest answer in every client meeting. Pull up zoning data during site tours.

For Brokers

National Retail Tenants

De-risk 500+ locations per year. Standardize site selection across 50 states.

For Retail Chains

Your competitors are still calling the planning department.

Stop guessing.
Start building.

Join the early access waitlist. Be among the first to deploy AI-powered entitlement intelligence.

No credit card required. Priority access for retail developers and brokers.