Initiative #70
Data Validation Tool (See B6, B22)
Listed in the registry Pilot Original language : English
About the initiative
Description of the initiative
Use large language models to help detect errors in data transcribed using optical character recognition. Apply validation rules to propose corrections and normalize data into a standardized format. (Digitizing non-machine-readable (handwritten) documents and extracts characters into a digital format) Llama 3.0 Large Language Model
AI family
Automation and Decision Support
- AI capability
- Document and Text Data Digitization and Interpretation
Bucket rationale
Automates error detection and normalization in structured data workflows.
Lifecycle
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Ideation
Stage status : Completed
May 29, 2025
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Assessment
Stage status : Completed
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Approved
Stage status : Completed
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Development
Stage status : Completed
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Pilot
Stage status : In progress
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Production
Stage status : Upcoming
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Archived
Stage status : Upcoming
Schedule for this initiative
- Completed
- In progress
- Planned
- Not applicable
- Today
- Ideation
A similar need?
Nobody has come forward yet. If your team faces the same problem, say so: it helps bring initiatives together and share a solution.
Contacts
- Requester
- Quan, Eric
- Sector contact
- Tom Bird / Minh Doan
- Subject matter expert
- Bird, Tom
Data and tools
- Sector
- Ecosystems and Oceans Science
- Region
- Pacific
- Submitted on
- May 29, 2025