Hotel Palace Berlin · 10–11 February 2027
Who governs. · Who decides. · Who is accountable.
The gap · Manufacturing
AI is generating release-critical decisions in bioprocessing. Batch release. Process deviation. Yield prediction. The models are running inside GMP environments. The accountability layer above those decisions — the leader who governs the output and carries the consequence — does not yet exist on most org charts.
The VP Manufacturing signs the batch record. The AI model informed the decision. Nobody has formally governed the handoff. That gap is structural. It will not close itself.
Models now generate release-critical calls no one has formally governed. The line between AI ambition and AI outcome is the officer who carries both.
The imperative · three premises
AI-driven automation is compressing timelines. Digital twins are simulating process performance before capital is committed. The technology is deployed. The governance is not. Every board in life sciences will appoint the role. Few yet have the candidate — or the framework the candidate needs to operate inside.
FDA and EMA are building their posture toward AI-enabled CMC submissions in real time. The organisations that have already built the governance architecture — the validation framework, the data provenance layer, the internal accountability structure — will define what the standard becomes. Those that wait will inherit it.
Every AI prediction in manufacturing is downstream of the data it trained on. If the architecture is fragmented — departmental silos, disconnected PAT streams, unstructured batch records — every governance model built on top inherits that fragmentation. The structure the model governs is built before the model runs.
The Conversation · AIO Circle Berlin 2027
AIO Circle convenes the leaders preparing for the AI governance role — across manufacturing and bioprocess. Two 30-minute talks. One 30-minute panel. The people who carry the accountability question in the same room, for 90 minutes. No conference floor. No vendor showcase.
Co-located with BILS 2027 and CGTI 2027 at Hotel Palace Berlin. The manufacturing governance conversation sits inside the largest gathering of biomanufacturing leadership in Europe outside BPI.
Previous voices · Manufacturing & Bioprocess
2026 faculty. Not confirmed for 2027. Announced in cadence with the programme.
2027 faculty announced in cadence with the programme. View confirmed voices →
AIO Circle · Berlin 2027