⚡ Interactive Demo · fictional city · synthetic data · simulated AI
Home/AI Document Analysis

AI Document Analysis Engine Simulated — designed capability

Governed AI document review & compliance pre-assessment — simulated in this demo; staff make every decision

Responsible AI Human-in-the-loop Source-grounded (RAG) Audit trail Feedback loopSimulated in demo · designed capability

Upload Documents for AI Analysis

Upload your permit documents and our AI engine will automatically classify, extract data, and verify compliance with Cascade City building codes.

Processes 3 sample documents to demonstrate AI capabilities

AI Capabilities

Click any capability to see how it works

RAG Pipeline & Continuous Learning

Knowledge Base Architecture

Click a stage to learn moreSimulated

Continuous Learning Feedback Loop

Approved Permits
Approved applications + reviewer notes are embedded and added to the knowledge base as positive compliance examples
Rejected Permits
Rejection reasons and deficiency details are ingested so the AI can proactively flag similar issues in future submissions
Model Improvement
Each decision cycle improves accuracy. The system learns from reviewer corrections to reduce false positives and negatives
Human decision authority
AI recommends; licensed staff decide every outcome
Designed / simulated
Source-grounded citations
Every finding cites the exact code section retrieved via RAG
Designed / simulated
Audit trail
Each agent step is logged and reviewable end-to-end
Designed / simulated
Bias monitoring
Outcomes monitored across applicant segments for drift
Designed / simulated

Recent Permit Decisions Ingested into RAG

Approved and rejected permits are automatically processed and added to the knowledge base

4 approved
2 rejected
CC-2026-04281approvedCommercial Interior

Compliant CI renovation — setbacks verified, high-wind glazing confirmed

Mar 20, 2026
4 docs
In KB
CC-2026-04265approvedCommercial Interior

Standard CI fit-out — MEP aligned with existing building systems

Mar 18, 2026
3 docs
In KB
CC-2026-04249rejectedCommercial Interior

Missing fire suppression details for occupancy change, incomplete ADA path of travel

Mar 17, 2026
5 docs
In KB
CC-2026-04230approvedCommercial Interior

Restaurant CI — grease trap and Type I hood documentation complete

Mar 15, 2026
3 docs
In KB
CC-2026-04218rejectedCommercial Interior

Insufficient structural calculations for load-bearing wall removal

Mar 14, 2026
2 docs
Pending
CC-2026-04201approvedCommercial Interior

Office-to-retail conversion — egress and signage requirements met

Mar 12, 2026
4 docs
In KB
Knowledge Base Status: 2,847 source chunks + 142 permit decision embeddings · Last updated 2 hours ago
Accuracy improved 2.1% this month