ACJ Labs (Agentic Commerce Junction Labs) is a portfolio lab building small, focused software tools for the agentic-commerce ecosystem — the APIs and MCP servers that AI agents and developers call to get one messy job done reliably.

We favour boring, inspectable tools over black boxes: honest confidence scores, real data instead of model memory, and a plain-English rationale for every judgment call. Everything runs on a free tier so you can try it before you decide it’s worth paying for.

How we work

• Honesty over polish. Our products tell you their confidence and cite the rule they applied. A classifier that knows what it doesn’t know is more useful than one that’s confidently wrong.
• Real data over model memory. Category IDs are verified against the actual taxonomy files; tax codes reflect the actual published rules.
• Open by default. The reusable pieces of our products ship as zero-dependency, MIT-licensed packages on npm and GitHub.

ACJ Labs is operated by IMD Solutions Pty Ltd (Australia, ABN 72 124 377 635). Contact: contact@acjlabs.com.