Navigating the AI Landscape in Healthcare: Ethics and Access

By Sumona Bose

December 11, 2023

The AI Challenge in Healthcare

The integration of Artificial Intelligence (AI) into the healthcare sector is a complex endeavour. Life sciences consulting firms are grappling with significant challenges, particularly when it comes to embedding AI-enabled diagnostics into healthcare systems. These challenges are rooted in sociocultural, technological, and institutional subsystems. The medical community’s prevailing ethos, concerns about black-box decision-making, and fear of reputational harm are some of the factors contributing to resistance against AI.

The Response: Stealth Science, Agility, and Digital Ambidexterity

AI providers are responding to these challenges with three key practices: stealth science, agility, and digital ambidexterity. Stealth science involves maintaining opacity around development to safeguard trade secrets and evade regulatory scrutiny. Agility refers to the capacity to adapt to different technical settings and learn from various healthcare environments. Lastly, digital ambidexterity is the pursuit of efficiency and innovation in developing AI technologies.

However, these practices may lead to complexities in technology spread, regulatory challenges, and shifts in healthcare dynamics. It’s clear that the journey towards integrating AI into healthcare is filled with paradoxes, with AI providers having to tread a fine line between acceleration and inertia.

The Ethical Considerations

From policy makers, ethics in access to AI is an important factor to consider. AI providers need to ensure that their practices allow for more latitude in navigating healthcare systems, but this must be balanced against the need for transparency and accountability.

To ensure value-based healthcare, we must address these ethical dilemmas head-on and work towards finding workable solutions. AI consulting firms must work in tandem with healthcare providers and policy-makers to create human-centred solutions that respect the rights and needs of all stakeholders.

Reference url

Recent Posts

Advancing EU Health Technology Assessment: Key Priorities in the HTACG Draft Annual Work Programm...

By João L. Carapinha

December 4, 2025

How will the EU Health Technology Assessment framework evolve in 2026 to improve clinical evaluations for cancer treatments and advanced therapies? The EU Health Technology Assessment (HTA) initiative coordinates standardized reviews of medicines and devices across Member States, thereby boosting...
WHO Guidelines Set New Standard for GLP-1 Obesity Therapies in Adults
What does the latest WHO guideline reveal about GLP-1 obesity therapies, as released in December 2025? This landmark document establishes the first global standards for integrating glucagon-like peptide-1 (GLP-1) receptor agonists and GIP/GLP-1 dual agonists into chronic obesity management, treat...
Strengthening EU Pharmaceutical Supply Security Through the Critical Medicines Act

By HEOR Staff Writer

December 3, 2025

Enhancing EU Supply Security for Essential Pharmaceuticals The EU's Critical Medicines Act proposal is a key initiative to strengthen EU pharmaceutical supply security amid ongoing shortages of vital drugs like antibiotics,...