Innovation: embedding support and automation
Alongside platform integrations, we are developing new ways to reduce effort and improve consistency in open science practices.
- Automated guidance for authors: Open Science Assistant beta 
An automated tool that analyses manuscripts and provides tailored recommendations on what data to share and how to link and declare these in the paper - Workflow‑level automation &²Ô²ú²õ±è;
Automated checks to improve the quality and completeness of data sharing information, speeding QC processes and supplementing editorial expertise - Proactive approaches to data sharing &²Ô²ú²õ±è;
New workflows that identify valuable but unshared research outputs and support authors in making them openly available via data specific publications and journals, for example Scientific Data, BMC Research Notes, BMC Genomic Data and the Discover s±ð°ù¾±±ð²õ
These initiatives are designed to:
- Move support earlier in the research and submission process
- Reduce friction for authors
- Improve the quality, consistency and reuse of shared research outputs
A growing ecosystem
Together, these tools reflect a shift from guidance alone to embedded, practical support for open science.
We are iteratively developing, testing with researchers, relevant community bodies and societies and editors, with the aim of making it easier to share high‑quality, reproducible research as a standard part of publishing.