EV Service Intelligence

＋ Submit Community Issue

AI checks for duplicates — matching reports add confirmation weight.

Issue Title

Bulletin / Ref #

Detail

Source Type

Source URL (optional)

🔬 AI Research Sweep

Paste raw text from forums, GM Authority articles, Reddit threads, or Facebook posts. Claude extracts structured issues into a review queue before anything goes live.

Source Type

Source URL (optional)

Paste Raw Text

＋ Add Official Safety Recall

Directly add a confirmed recall. Goes live immediately — no AI review.

Recall Source

NHTSA Campaign #

TC Recall #

Source PDF / URL (optional — will auto-extract if provided)

or 📎 Upload PDF

Recall Title / Component

Severity

Risk / Consequence

Summary / Description

Remedy

Affected Units

＋ Add Technical Service Bulletin

Directly add a confirmed TSB to the repository. No AI review — goes live immediately.

TSB Title

Bulletin Number

Component

Severity

Summary

Remedy / Fix

Affected Units

Source URL (PDF or page)

or 📎 Upload PDF

⚙ Admin Dashboard

—Recalls

—TSBs

—Community

—Pending Review

—Suppressed

—Last Swept

Admin tools — changes are immediate and irreversible.

Quick Tools

Operational tools moved off the public landing page. Use these to run sweeps or open the manual research and entry panels.

Deduplicate Recalls & TSBs

Remove duplicates across recalls and TSBs — matches by campaign number then title. Keeps the most complete record.

Deduplicate Community Issues

Finds and merges duplicate community issues — matches by title similarity within same vehicle/year. Keeps the record with most confirmations, combines counts, suppresses duplicates.

🌱 Seed VIN Recall Engine

Store one real VIN per vehicle/year, then run seeding to auto-populate recall coverage from NHTSA. The seed VIN is validated against decoded vehicle identity before import.

👁 VIN Sightings Coverage

Masked VIN lookups are logged to identify missing seed coverage without storing full VINs by default. This helps reveal vehicle/year combinations seen in the wild that do not yet have a seed VIN.

Database Stats

Current row counts across all tables.

⚡ Run DB Migrations

Create database indexes for faster queries. Safe to run multiple times — uses IF NOT EXISTS.

Clear Sweep Log

Reset the sweep log to force a fresh NHTSA fetch on next load.

Clear Review Queue

Delete all pending items from the AI research review queue.

📥 Import from NHTSA

Fetch ALL recalls directly from NHTSA for every vehicle and year. No AI — structured data straight to DB.

🧵 Forum Thread Extractor

Paste a forum thread URL. Claude will read the thread and synthesize a generified™ community issue — anonymized, no quotes, no personal data. Result goes to your review queue for approval.