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:
- Global expansion into new markets would remain blocked
- Product classification would remain limited to single-product lookups instead of high-volume catalog processing
- Manual tracking of changing global tariff schedules would create operational bottlenecks and risk outdated data
- Connecting complex compliance publications to classification workflows would require heavy ongoing manual maintenance
- Long-running bulk jobs could suffer from reliability issues, hung states, and unmanaged API limits
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:
- Decoupling existing classification architecture from U.S. default mechanisms
- Enabling bulk AI classification for entire product catalogs across 140+ international schedules
- Tracking dynamic tariff updates and proactively notifying users of relevant schedule changes
- Ingesting, parsing, and indexing thousands of pages of unstructured compliance guidance without manual effort
- Managing system resilience for long-running batch classification jobs across shared account limits
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.
The Strategic Outcome
The Results for QuickCode
- 140+ Countries Covered: Expanded product classification capabilities globally with single-click AI automation and reliable bulk processing for entire catalogs.
- Proactive Tariff Monitoring: Implemented automated nightly monitoring jobs that detect schedule changes and proactively notify users of tariff impacts on their classified products.
- 6,300+ Compliance Sections Indexed: Integrated ~140 CBP publications with an automated weekly update pipeline, completely eliminating routine manual maintenance.
Decisions Unlocked
- Accelerate global market expansion starting with Canada, Mexico, and the European Union
- Scale enterprise user onboarding by supporting high-volume catalog bulk classifications
- Offer proactive compliance alerts as a core value-add product feature
- Maintain real-time compliance accuracy with zero manual data entry overhead
Looking to Integrate Advanced AI into Your Software Infrastructure? ClickIT builds high-performance solutions tailored to your technical goals.
Trusted by Industry Leaders