​How can we advance chemical safety assessment while keeping proprietary data where it is?

​This online educational series explores decentralised AI and its potential for next-generation risk assessment without direct data sharing.

​No technical background needed—just curiosity and a passion for innovation!

​🔍 What to Expect

​🗓️ The Live Industry Seminar

• ​What it is: A one-time virtual event to bring everyone together.

• ​Duration: 60–90 minutes

• ​Date: TBD based on the availability of participants

• ​Includes:

  • ​Proof-of-value use cases in chemical safety assessment.

  • ​Q&A and open discussion about the feasibility and potential real-world opportunities.

  • ​Networking with others curious about decentralised AI in our field.

​📬 The 7-Day Newsletter Sprint (Self-paced)

• ​What it is: One short, digestible email per day for 7 days.

• ​Time commitment: ~5–10 minutes per day, or whenever it suits you.

• ​Goal: Build a shared foundation on federated learning before the live event.

​💡 Read anytime. Revisit anytime.
Each email becomes part of your personal resource library—you can go back to it whenever you need a refresher or want to explore a concept more deeply. This isn’t about keeping up; it’s about building knowledge at your own pace.

​🚨 Exclusive for industry

​At this stage, we’re keeping the group small to focus on those interested in exploring the adoption of federated learning within their organisations. Thus, we will prioritise the acceptance of industry professionals, biotech and in vitro providers, CROs, policy-makers and regulators.

​By signing up, you agree to:

• ​Complete a feedback form, and/or

• ​Have a 15-30 min call with our team after the event.

​Let’s rethink the role of data in chemical safety assessment!