Free during beta at colaclear.com — full compliance reports in seconds
May 4, 2026 (Los Angeles, CA) — COLAClear, an automated label compliance pre-screening tool for U.S. wine and spirits producers, has launched its public beta at colaclear.com. The application reads front and back label artwork, cross-references it against the full text of 27 CFR Parts 4 (wine), 5 (spirits), and 16 (health warning), and returns a structured pass / review / fail report in seconds — with a citation to the specific regulation behind every flag.
The Need Is Documented
Label rejections from the Alcohol and Tobacco Tax and Trade Bureau (TTB) routinely add weeks to product launches. The friction is not a marketing claim — it is procedural infrastructure. TTB caps applicants at three correction attempts per submission within thirty days before outright rejection, publishes weekly median processing times on its public website, has moved label filing to its electronic COLAs Online portal, and publishes the full registry of 2.9 million approved labels as a public dataset. The ecosystem around label compliance is data-rich and procedurally codified.
The Alternatives Don’t Solve It
Producers have historically had three options to vet a label before submission:
- Hire an attorney. Thorough, but disproportionate to small-producer economics. Specialty alcohol-beverage attorneys typically require a $2,500-plus engagement retainer — workable for a large producer with dozens of annual releases, but overkill for a craft winery or distillery that puts out a handful of labels a year. The per-label cost ends up wildly out of scale with the size of the release.
- Submit and hope. Send the label cold to TTB and learn what’s wrong only when it comes back rejected. The dominant default, and the source of most launch-date slips.
- Use a partial-coverage app. Every working alternative the founder has surveyed is either limited to a single check — typically the Government Health Warning — or built for a different regulatory regime entirely (FDA food rules misapplied to alcohol).
What COLAClear Covers
COLAClear focuses on the non-discretionary regulations — the rules with binary right/wrong answers that drive the majority of TTB rejections. The current beta runs 34 compliance checks per submission, including class/type designation (27 CFR 4.34, 5.63), alcohol content (27 CFR 4.36, 5.65), TTB-authorized standards of fill (27 CFR 4.72, 5.203), the Government Health Warning verbatim against 27 CFR 16.21, sulfite declaration (27 CFR 4.32(e)), grape variety validation against the TTB-approved list (27 CFR 4.91), multi-varietal percentage disclosure (27 CFR 4.23(b)), and state-level rules for California, Oregon, and Virginia. Every flag carries a citation to the specific CFR section.
The Technology
Purpose-built regulatory engineering rather than generic AI: computer vision for label text extraction, structured language-model reasoning for ambiguous fields, and a hand-coded rules engine grounded in the live text of the Code of Federal Regulations. Distinguishing disciplines include context-aware classification (separating regulatory class/type usage from marketing copy), confidence-scored OCR with auto-refund when image quality falls below the threshold for a reliable assertion, and class/type validation scoped to the panel TTB requires the designation to appear on.
Availability
Public beta at colaclear.com. All compliance reviews are free during the beta period. Best viewed on desktop or laptop; smartphone use is not recommended.
About COLAClear
COLAClear is an automated TTB label compliance pre-screening tool for U.S. wine and spirits producers. It does not constitute legal advice and is not a guarantee of TTB approval. Founded by Zillah Bahar, a 21-year veteran of the wine and spirits industry.
