Survivorship after critical illness is often characterised by fragmented recovery and lingering cognitive, psychological, and physical impairments collectively described as post-intensive care syndrome. Current recovery frameworks and follow-up models remain inconsistently delivered, poorly standardised, and rarely address survivors' and families' need to make sense of the intensive care unit (ICU) experience in a transparent, inclusive, and sensitive way. The Critical Illness Survivorship Programme is proposed to humanise post-intensive care by integrating generative artificial intelligence technologies with co-designed, person-centred recovery strategies. This discussion paper provides the theoretical foundation for the proposed Critical Illness Survivorship Programme, which intends to humanise post-intensive care recovery through ethically governed, artificial intelligence–enabled narrative approaches.

The Critical Illness Survivorship Programme redefines recovery as both a biological and narrative process. Drawing from interpretive nursing inquiry, narrative medicine, cognitive rehabilitation, and responsible artificial intelligence design, the Critical Illness Survivorship Programme is designed to generate personalised intensive care unit journey summaries that translate complex health-record data into accessible, emotionally attuned stories, visualisations, and audio outputs. These narratives aim to support sense-making, memory integration, and emotional recovery while promoting transparency, inclusivity, and cultural sensitivity.

The proposed Critical Illness Survivorship Programme will offer a conceptual pathway for developing ethically governed, artificial intelligence-enabled tools that bridge digital innovation and human connection in survivorship care. It emphasises interdisciplinary collaboration, trauma-informed communication, and co-design as essential safeguards for compassionate technology integration.

Future research should examine the feasibility, ethical oversight, and educational implications of the Critical Illness Survivorship Programme within clinical pathways. By reframing technology as a partner in empathy and understanding, the Critical Illness Survivorship Programme proposes a potential model of recovery - one that restores coherence, dignity, and meaning in life after critical illness.