---
canonical: "https://www.softatlas.io/categories/industry-software/scientific-rd"
name: "Scientific & R&D"
path: "Industry Software / Scientific & R&D"
tool_count: 14
total_tool_count: 14
updated: "2026-08-07"
---

# Scientific & R&D

## Subcategories
- [Scientific Software](/categories/industry-software/scientific-rd/scientific-software.md)

## Tools in this category

No tool in this category has 5 or more published reviews yet, so this list is ranked by adoption, the number of teams using each tool, not by rating. A rating is shown where one exists, but only as context, never as the ranking key, a single review is not enough to trust for a "best tool" verdict.

1. [Alice & Bob](/alice-and-bob.md) , not yet rated on Atlas, 0 teams
2. [Ansys](/ansys.md) , not yet rated on Atlas, 0 teams
3. [Ardigen](/ardigen.md) , not yet rated on Atlas, 0 teams
4. [Benchling](/benchling.md) , not yet rated on Atlas, 0 teams
5. [BenchSci](/benchsci.md) , not yet rated on Atlas, 0 teams
6. [Biolevate](/biolevate.md) , not yet rated on Atlas, 0 teams
7. [Digital Surf](/digital-surf.md) , not yet rated on Atlas, 0 teams
8. [Discngine](/discngine.md) , not yet rated on Atlas, 0 teams
9. [Entalpic](/entalpic.md) , not yet rated on Atlas, 0 teams
10. [Ginkgo Bioworks](/ginkgo-bioworks.md) , not yet rated on Atlas, 0 teams
11. [Miratlas](/miratlas.md) , not yet rated on Atlas, 0 teams
12. [Patsnap](/patsnap.md) , not yet rated on Atlas, 0 teams
13. [Qualio](/qualio.md) , not yet rated on Atlas, 0 teams
14. [Veeva](/veeva.md) , not yet rated on Atlas, 0 teams

Source: https://www.softatlas.io/categories/industry-software/scientific-rd