The biopharma industry may not have been the fastest adopter of artificial intelligence, but its vast potential means companies of every shape and size know they cannot ignore it. Executives, advisors and investors share their predictions around the impact of AI in 2023.

With valuations down and borrowing costs up, many industry insiders are expecting Darwinian scenes in biotech this year. Survival of the fittest is the order of the day: companies with riskier, less commercially defined propositions will struggle, while platform companies with multiple shots on strong goals will increasingly find favor in a more risk-averse environment.