<rss version="2.0" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Hacker News: simplai01</title><link>https://news.ycombinator.com/user?id=simplai01</link><description>Hacker News RSS</description><docs>https://hnrss.org/</docs><generator>hnrss v2.1.1</generator><lastBuildDate>Thu, 23 Apr 2026 07:21:57 +0000</lastBuildDate><atom:link href="https://hnrss.org/user?id=simplai01" rel="self" type="application/rss+xml"></atom:link><item><title><![CDATA[New comment by simplai01 in "Ask HN: What are you working on? (February 2026)"]]></title><description><![CDATA[
<p>We built an HS Code Classification AI Agent using SimplAI to help importers, exporters, and logistics teams automate product classification for global trade.<p>The agent uses LLMs + RAG to understand product descriptions and classify them hierarchically into 6, 8, or 10-digit HS/HTS codes, including country-specific variants.<p>Key points:
– <30 seconds average classification time
– ~90% accuracy on real-world product data
– Human-in-the-loop for review and overrides
– Supports WCO, US HTS, EU CN codes<p>We built this after seeing how much time and money teams lose due to misclassification and customs delays.<p>Would love feedback on:
• Accuracy expectations
• Edge cases / ambiguous products
• How this compares to existing customs workflows<p>Happy to answer questions<p><a href="https://simplai.ai/agents-library/hs-code-classification-agent" rel="nofollow">https://simplai.ai/agents-library/hs-code-classification-age...</a></p>
]]></description><pubDate>Wed, 11 Feb 2026 12:25:35 +0000</pubDate><link>https://news.ycombinator.com/item?id=46974082</link><dc:creator>simplai01</dc:creator><comments>https://news.ycombinator.com/item?id=46974082</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=46974082</guid></item></channel></rss>