Life Sciences Enterprises Accelerate AI Integration
AI-enabled platforms, unified ecosystems transform clinical development, patient engagement and commercial operations, ISG Provider Lens® report says
The 2026 ISG Provider Lens® global Life Sciences Digital Services report finds that enterprises are building on discrete digital initiatives to create integrated models that unify data, workflows and decisions across clinical, regulatory and commercial domains. This expansion of transformation efforts is motivated in part by a growing need for consistency, traceability and cross-functional alignment in complex environments.
“With rising regulatory pressure and operational complexity, life sciences enterprises need a new kind of architecture to ensure optimal outcomes,” said
Companies are expanding the use of AI and automation within core operational workflows to enhance performance and efficiency. Applications include protocol design, documentation, anomaly detection and signal identification across safety and regulatory functions. These capabilities improve data processing speed and reduce manual effort across high-volume environments. Enterprises also use AI to support decision-making through real-time insights and structured analysis.
Organizations are establishing unified data environments supported by cloud-native architectures, API integration and modular services. These systems enable consistent data exchange across clinical, safety and commercial functions, improving visibility throughout product lifecycles. Interoperable ecosystems are linking fragmented data estates for coordinated execution, faster decision-making and improved traceability across processes.
Decentralized and hybrid engagement models are becoming more prevalent across clinical development and patient interactions. Digital tools and remote participation improve access to trial populations, boosting enrollment and retention. Real-world data integration enhances continuity across channels for customer engagement, making outcomes more consistent. These approaches also improve the overall experience for patients, ISG says.
“Life sciences enterprises need to increase development speed, product quality and patient-centric personalization while facing greater inspection pressure and higher reporting volumes,” said
The report also explores other life sciences enterprise trends, including increasingly close partnerships with contract research organizations and the growing use of self-learning agentic AI models to coordinate decisions and workflows.
For more insights into the challenges faced by life sciences enterprises, along with ISG’s advice for addressing them, see the ISG Provider Lens Focal Points briefing here.
The report evaluates 60 providers across eight quadrants: Clinical Development (Service Providers),
The report names Accenture, Capgemini, Cognizant, Deloitte, HCLTech, Infosys, TCS and Wipro as Leaders in five quadrants each. It names ICON plc,
In addition, Cencora Pharmalex, Clario, Hexaware, LTM, Medpace,
In the area of customer experience, Hexaware is named the global ISG CX Star Performer for 2026 among Life Sciences Digital Services providers. Hexaware earned the highest customer satisfaction scores in ISG's Voice of the Customer survey, part of the
Customized versions of the report are available from
The 2026 ISG Provider Lens global Life Sciences Digital Services report is available to subscribers or for one-time purchase on this webpage.
About ISG
ISG (Nasdaq: III) is a global AI-centered technology research and advisory firm. A trusted partner to more than 900 clients, including 75 of the world’s top 100 enterprises, ISG is a long-time leader in technology and business services that is now at the forefront of leveraging AI to help organizations achieve operational excellence and faster growth. The firm, founded in 2006, is known for its proprietary market data and research, in-depth knowledge and governance of provider ecosystems, and the expertise of its 1,500 professionals worldwide working together to help clients maximize the value of their technology investments.
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