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Surviving first contact: How IP teams deploy AI without creating new risk
Speakers
In this session, a panel of experts explore the emerging patterns from teams adopting AI across the spectrum of IP workflows: where AI is improving speed, insight quality and consistency and where guardrails, human oversight and controlled rollout remain essential. The discussion highlights the workflows that are proving dependable in practice, from search and competitive analysis to portfolio triage, evidence gathering and decision support, as well as the pitfalls teams are learning to avoid as they scale.
Key topics covered:
- AI‑enabled workflows already delivering measurable value at scale today
- Practical criteria for evaluating tools before rollout
- Which use cases are mature enough for sensitive or high‑stakes decisions
- Guardrails that prevent brittleness, rework and unintended risk
- What teams are actively piloting, what they’re scaling and what they’re choosing to defer
