Accountability Record Engine

Seattle
A.R.E.

Civic accountability infrastructure that transforms fragmented Seattle housing and code enforcement records into a searchable, auditable, evidence-grade public dataset.

Explore the Engine View Dashboard
Scroll
The Problem

Public records exist.
Public accountability does not.

Seattle tenants file complaints. Inspectors open records. Cases close. Violations may or may not issue. Inspection dates may or may not appear. Attachments may disappear. Enforcement actions may be split across disconnected records.

The result is a system where the public can see activity, but cannot consistently verify outcomes.

"This project exists because public records alone do not automatically produce public accountability."

Abstract visualization of stacked public records
0
Duplicate Records
in validated runs
0
Extraction Errors
QA integrity verified
0
Pipeline Modules
precision evidence movement
0%
Source-Traceable
every field, every record
A.R.E. pipeline diagram
What A.R.E. Is

A forensic-grade public record reconstruction system.

A.R.E. stands for Accountability Record Engine. It is designed to collect, verify, normalize, enrich, audit, and package Seattle housing complaint and enforcement records into a defensible accountability dataset.

Collect Verify Normalize Enrich Audit Package

This is not a "scraper project." This is civic accountability infrastructure.

Designed For

Built for those who need verifiable evidence.

🏛️
Policymakers
📰
Journalists
🔬
Researchers
📋
Auditors
🏠
Tenant Advocates
⚖️
Attorneys
👁️
Oversight Bodies
🌐
The Public
The A.R.E. Movement

A precision evidence movement.

Eight specialized modules that collect, verify, classify, package, audit, and calculate public accountability records with precision and traceability. Every module has a job. Every run has rules. Every field has provenance.

🚗
The Driver
Orchestration and execution control
🌾
The Harvester
Public record collection and extraction
🔒
The Gatekeeper
Validation and structural integrity
📡
The Signal
Pattern recognition and accountability analysis
📒
The Ledger
Structured accountability reporting
🔍
The Auditor
QA enforcement and manifest verification
⚡
The Dispatch
Batch movement and hard-stop enforcement
⚖️
The Reckoning
Enforcement exposure and accountability calculation

Together, these systems create a reproducible public evidence pipeline. The movement either passes or stops.

Mission

"Public records should produce public accountability. Seattle A.R.E. exists to make housing enforcement outcomes measurable, traceable, and publicly understandable."

If Seattle wants outcome-based policy, it needs outcome-grade data.

Strategic Position

The accountability layer between complaint and policy.

Seattle A.R.E. creates the accountability layer between tenant complaint → city record → inspection visibility → enforcement outcome → public policy. This reframes STLCA from a traditional advocacy effort into a civic infrastructure initiative.

Read the Methodology Council Briefing