Real work. Redacted evidence.

No raw data dumps and no manufactured success stories. Each case shows the research question, evidence scope, key judgment, and practical deliverable.

01
Chinese supplier intelligenceChina → United StatesThree-year scope
US water-filter supplier screening
A sourcing study that used shipment activity to narrow a broad supplier market into companies worth verifying.
1,091Trade records
≈310Supplier names
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02
Market and competitor intelligenceUnited States and globalThree-year scope
Multi-source PCB market intelligence
Trade records, market search language, and competitor visibility were brought into one evidence framework.
27,000+Aggregated trade records
1,000Detailed trade sample
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03
Overseas buyer intelligenceMultiple marketsThree-year scope
Powder-coating buyer intelligence
A competitor-derived buyer universe was turned into a prioritized, evidence-led outreach list.
3 yearsTrade window
256Detailed records
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04
Specialized market researchVietnam2024–2025
Vietnam medical market map
Buyer-side and China-supplier-side evidence were reviewed together in a category with inconsistent naming.
1,387Buyer-side records
1,367Supplier-side records
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How to read these cases.

Record volume describes the research universe. The real value is cleaning, verification, and a defensible priority decision.

Evidence: Show what was actually analyzed instead of displaying a tool interface.
Judgment: Explain why a company matters while preserving uncertainty and evidence gaps.
Privacy: Company and contact information is redacted by default.
Outcome boundary: Research proves analytical work, not replies, inquiries, or sales.

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