ClickIT Case Studies QuickCode Case Study

QuickCode Case Study

How QuickCode Scaled AI Trade Classification Across 140+ Countries

Services

AI/ML Development

Industry

Logistics & Supply Chain

We modernized QuickCode's infrastructure to enable global trade classification and automated compliance guidance at scale.”

QuickCode has primarily focused on imports into the U.S., so we’re building a new system that will allow more flexible country additions without the U.S. serving as the default.

The plan is to start with Canada (approx. 2 months), followed by Mexico and, subsequently, the European Union.

The Strategic Decision at Stake

Without decoupling the platform from U.S.-centric assumptions and building scalable global infrastructure:

The Challenges QuickCode Faced

QuickCode needed to expand its capabilities beyond U.S. imports while ensuring high system reliability and automated compliance intelligence.

Key challenges included:

Our Approach: Engineering a Scalable Global Classification & Compliance Engine

To transform QuickCode into a multi-country trade intelligence platform, ClickIT:

Global HTS AI Classification

  • Engineered a dynamic multi-country classification flow using OpenAI to classify products across schedules from 140+ countries
  • Scaled classification capabilities from single-item lookups to multi-item bulk catalog processing
  • Implemented shared account limits, automated failure recovery, and stuck-state sweeps to guarantee reliability for long-running batch jobs

Automated Schedule & Change Detection

  • Built background Cron monitoring workflows that automatically track global tariff and schedule updates
  • Configured change-detection logic to identify affected user products and trigger proactive user notifications

Automated Compliance Publication Pipeline

  • Built an automated crawler using Playwright to extract, version, index, and publish CBP Informed Compliance Publications weekly
  • Integrated approximately 140 CBP publications and 6,300+ searchable sections directly into OpenSearch and linked them to HTS classification workflows
  • Eliminated routine manual maintenance for regulatory compliance updates

This approach gave QuickCode the infrastructure it needed to scale globally while delivering automated, high-accuracy compliance intelligence to users.

All Technologies Used

We implemented a tech stack built for modern SaaS scalability, AI-driven automation, and reliable data orchestration.

Python Technology Logo
Python
Open AI Logo
OpenAI
FastAPI
Angular Logo
Angular
Kubernetes Logo
Kubernetes
OS Cron

The Strategic Outcome

The Results for QuickCode

Decisions Unlocked

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