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Tool
Category
Pricing
Free?
Updated
Iris.ai
AI Research
Enterprise
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Mar 2026
→
AI workspace for R&D teams to systematically explore and analyze scientific literature.
Best for: research
Docugami
AI Research
Enterprise
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Mar 2026
→
AI document engineering platform for extracting structured data from complex documents.
Best for: documents
Scale AI ✓
AI Research
Enterprise
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Mar 2026
→
Enterprise data platform providing high-quality AI training data with human-AI labeling.
Best for: data-labeling
Benchling ✓
AI Research
Freemium
✓
Mar 2026
→
Cloud R&D platform for life sciences with ELN, molecular biology tools, and data management.
Best for: biotech
Snorkel AI
AI Research
Enterprise
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Mar 2026
→
Programmatic data labeling platform using labeling functions instead of manual annotation.
Best for: data-labeling
Label Studio
AI Research
Freemium
✓
Mar 2026
→
Open-source multi-format data labeling platform for ML with configurable interfaces.
Best for: annotation