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07 / Business tools
One workspace for fragmented contact databases
ProjectContact Intelligence
Spreadsheet import, deduplication, categories and semantic search across contact collections.
Context
The challenge.
Contact collections from past projects were spread across many databases, with no consistent way to clean, combine or find them.
What we built
The work.
- Spreadsheet upload with column recognition.
- Cleaning, deduplication and merging with existing contacts.
- Filters, tags, bulk actions and exports.
- AI-assisted categorisation and natural-language database search.
- Restricted access and scheduled checks, as described in the source.
Workflow
The experience.
- 01Import a spreadsheet and review recognised columns.
- 02Clean and merge records.
- 03Search, filter and export the relevant collection.
Technology
The connections.
Outcome
The result.
A workspace for importing, cleaning, organising and finding contact collections. Categorisation and semantic search support the underlying data-management workflow.
