We Automate Import Manifest Workflows for Footwear & Apparel Teams.
Clean incomplete manifests, enrich missing product data, and generate structured rows directly from product images — inside your existing Excel or Google Sheets workflow.
Remove manual SKU classification
Standardize internal taxonomy automatically
Reduce manifest preparation time by hours
The True Cost of Processing an 18,000 SKU Manifest Manually
Most import teams underestimate the operational burden until they measure it. Here's what processing a single large manifest actually requires.
Manual Processing
- Multiple review cycles for data accuracy
- Staff fatigue and error compounding
- Customs delays due to inconsistent classification
- Shipment bottlenecks and demurrage risk
- Inability to process concurrent manifests
AI Automation
- Consistent classification across all SKUs
- Staff freed for strategic work
- Predictable customs clearance timeline
- Process multiple manifests simultaneously
- Eliminate demurrage and rush fees
| Metric | Manual Process | AI Automation |
|---|---|---|
| Processing Time | 7–10 business days | ~20 hours |
| Staff Required | 6+ team members | 1 reviewer |
| Data Entry | 100% manual input | Zero manual entry |
| Classification Consistency | Varies by operator | 100% standardized |
| Error Rate | Increases with volume | Consistent accuracy |
| Concurrent Manifests | Sequential only | Unlimited parallel |
| Scalability | Requires hiring | Instant capacity |
What This Means For Your Operation
The Cost of Doing Nothing Is Measurable
Every manifest you process manually costs you 300+ labor hours, delays shipments, and compounds risk. Let's map your current workflow and identify where automation delivers immediate ROI.
No sales pitch. No obligation. Just a strategic conversation about your current process and where AI can reduce operational burden.
Built Inside a Live Import Operation
This system was developed inside a real footwear import workflow handling high-volume manifests — not as a marketing experiment.
No mockups. No staged data. Just operational automation.
Live production manifest enrichment run — recorded in real-time.
Choose Your Workflow
Both systems are proven in production. Pick the one that matches your current workflow challenge.
Enrichment AI
Fill missing product data automatically
Applies your internal taxonomy rules consistently — eliminates subjective staff interpretation
2 rows/second for single-column updates like division or sub-category
7 minutes per 100 rows for complex multi-field enrichment
Image analysis + UPC lookups for accurate product details
Best for: You have incomplete manifests with UPC codes or style numbers, and need standardized, review-ready manifest data
Product Image-Based Manifest Generator
Turns product images into structured, ready-to-use manifest rows — automatically inside your existing Excel workflow.
Extracts brand, category, gender, season, colour from product images
Applies your internal classification rules for consistency with your taxonomy
Outputs clean, consistent manifest data ready for customs and compliance
Best for: Suppliers send you photos or PDFs instead of spreadsheets, and you need to create manifests from scratch
Not sure which system fits your workflow? Send me an email describing your current process.
ramanayakethejitha@gmail.com
Real Numbers, Real Transparency
Measured in production. No estimates, no marketing fluff.
What the System Does
Categories and taxonomies: Applies your internal taxonomy rules consistently
Processing speed: 2 rows/second for simple updates, 7 minutes per 100 rows for complex scenarios
Image analysis: Produces standardized, review-ready manifest data
What Varies
UPC database lookups: Results depend on UPC coverage and data quality
Complex product details: Some fields require manual verification
Supplier data quality: Better input = better automated results
Operations-to-operations honesty: We built this inside a real import/export workflow. Taxonomy and classification are consistent, while other fields need oversight. We tell you which is which.
Why Operations Managers Trust This
Because it was built by someone who lives in your world and talks to you like a peer, not a vendor.
Built By Someone Who Runs This Workflow
Not a consultant. Not a generic AI agency. Built inside an actual import/export operation by someone who deals with incomplete manifests daily.
Proven in Production, Not Prototypes
Consistent taxonomy application and 2 rows/second processing are real numbers from live enrichment runs. The video above shows production data.
Honest About What Works and What Doesn't
Categories and taxonomy? Applied consistently. UPC lookups? Depends on database coverage. Complex product specs? Needs verification. We tell you upfront.
No Platform Lock-In or Learning Curve
Works with your existing Google Sheets or Excel files. No new software for your team to learn. No data migration. Just better automation.
Email-First, No Sales Pressure
Describe your workflow via email. Get a straight answer about whether automation makes sense for your case. No calendar booking, no pitch deck.
The bottom line:
You're not buying software. You're talking to someone who understands your headaches because they have the same ones.
Built for Operations Teams
If your team spends hours each week on manifests, spreadsheets, and manual data processing—and errors or delays are impacting operations—this is for you.
Import/Export Operations Teams
Spending 10+ hours per week on manifests, customs paperwork, and correcting supplier data errors before shipments.
Apparel & Footwear Operations
Processing hundreds of SKUs per season, matching style numbers to descriptions, filling missing material classifications manually.
Distributors & Wholesalers
Managing incomplete supplier files, manually enriching product data, and dealing with inconsistent catalog formats.
Trading Company Operations
Coordinating between multiple suppliers with different formats, consolidating data, and preparing shipment documentation under tight deadlines.
Logistics & Operations Managers
Bottlenecked by manual spreadsheet work, data entry errors causing shipment delays, and teams asking for more headcount to scale.
Recognize Your Workflow?
Send me an email describing your current manifest or data workflow. I'll tell you what can be automated and give you a straight answer about time savings. No pitch, no pressure.
ramanayakethejitha@gmail.com
Ready to Talk About
Your Workflow?
Email me with details about your current manifest or enrichment process. I'll give you a straight answer about what can be automated and what the actual time savings would be.
Tell me about your workflow and pain points
Get a realistic assessment of what automation can do
No calendar booking, no sales pitch, just honest answers
Operations manager to operations manager
Built inside a real operation, designed for people who value honesty over hype