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Structra Pro

Server-side AI intelligence for merges that local-only matching can't solve. Fuzzy matching, composite keys, and schema reasoning — all with zero raw-data exposure.

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What's in Pro

Intelligence that local matching can't deliver

AI-Powered Merge Intelligence

Our server-side engine uses LLM reasoning to detect composite keys, fuzzy-match across typos, and resolve ambiguous schemas that local-only matching can't handle.

Composite Key Detection

Automatically combine first_name + last_name, city + zip, or any column pair into a compound merge key — no manual configuration needed.

Fuzzy Matching

Tolerate typos, inconsistent casing, and formatting differences. Match "John Smith" to "john smith" or "SMITH, JOHN" automatically.

Schema Reasoning

Understands that "email_address" and "contact_email" are the same concept. Resolves column name mismatches across messy enterprise exports.

Bulk Multi-File Merge

Merge 3–10 files in a single operation. Pro builds a merge graph across all uploaded files and executes the optimal join sequence.

Privacy-First Processing

Only anonymized schema metadata is sent server-side. Your raw file data never leaves your browser. Full GDPR compliance.

Privacy guarantee: Pro only sends anonymized schema metadata (column names, types, sample hashes) to our servers. Your raw CSV data stays in your browser — always.