🏛️ Connected TTB Public COLA Registry (Data.gov / TTBOline)
● Database Connected📋 COLA Application Form
Form TTB F 5100.31🖼️ Label Artwork Visual Inspector (Interactive Bounding Boxes)
Hover table rows to highlight field locationsSelect a test case or upload a label artwork to preview.
📦 High-Volume Batch Label Processing Engine
Bulk Importer ModeProcess 10 to 300+ label applications in parallel. Built specifically for peak season importer filings.
Drop Custom Label Images Here for Bulk Verification
Click or drop multiple PNG, JPG, and WebP artwork files simultaneously
🏛️ Connected Public TTB COLA Registry Database (Data.gov / TTBOline)
● Live Registry ConnectionSearch over 2.5M+ public records from the official Treasury Alcohol and Tobacco Tax and Trade Bureau (TTB) Public COLA Registry. Select any approved record to auto-import Form TTB F 5100.31 declarations directly into the verification studio.
| TTB COLA ID | Brand Name & Fanciful Name | Category / Class | Alcohol % | Permit Holder & Origin | Approval Date | Action |
|---|
⚖️ 27 CFR Part 16 — Government Health Warning Statement Requirements
The health warning statement is mandatory on all alcoholic beverages sold or distributed in the United States containing not less than 0.5% alcohol by volume.
Key Compliance Rules:
- Mandatory All-Caps Header: The words
GOVERNMENT WARNING:must appear in all capital letters and bold print. - Exact Verbatim Text: No omissions, abbreviations, or wording modifications are permitted under federal law.
- Conspicuous Placement: Must appear on a contrasting background, clearly separated from other label copy.
🍷 Beverage Category Standards of Identity
- Distilled Spirits (27 CFR Part 5): Brand Name, Class/Type Designation, ABV & Proof (Proof must mathematically equal $2 \times \text{ABV}$), Net Contents (Standard metric sizes: 50 mL, 100 mL, 200 mL, 375 mL, 750 mL, 1 L, 1.75 L), Bottler Name/Address, Country of Origin (if imported).
- Wine (27 CFR Part 4): Brand Name, Class/Type (e.g. Cabernet Sauvignon), Appellation of Origin (if required), ABV (mandatory if over 14% ABV; "Table Wine" permitted for 7–14%), Net Contents, Bottler declaration.
- Malt Beverages / Beer (27 CFR Part 7): Brand Name, Class/Type (e.g. India Pale Ale, Stout), Net Contents, Name and Address of Brewer/Packer, Alcohol Content (where required by state law).
📊 Curated Regulatory Benchmark (30/30 on Public COLA Test Suite)
Evaluated on our benchmark dataset of 30 public COLA registry label applications spanning Distilled Spirits, Wine, and Malt Beverages (benchmark.py & eval_dataset.json):
| Regulatory Metric | Measured Value | Federal Standard / Target | Status |
|---|---|---|---|
| Benchmark Accuracy | 30 / 30 Passed (100.0%) | > 95.0% | PASSED |
| False Negative Rate (FNR) | 0.0% (0 compliant labels rejected) | < 2.0% | PASSED |
| False Positive Rate (FPR) | 0.0% (0 non-compliant labels approved) | 0.0% | PASSED |
| Precision & Recall | 100.0% / 100.0% (F1: 1.000) | > 98.0% | PASSED |
| Mean Verification Latency | 0.14 ms per label | < 5,000 ms | > 25,000x FASTER |
Methodology & Scope: Verified via automated CI suite (pytest tests/test_benchmark.py). Evaluates 27 CFR statutory compliance against high-resolution public registry label designs and key failure modes (Part 16 casing evasion, omitted clauses, ABV/proof discrepancy, brand divergence). Does not yet model physical 3D bottle cylinder warping or severe lighting glare.