​Drug development remains one of the most capital-intensive activities in life sciences. A 2021 peer-reviewed study published in Clinical and Translational Science found that the success rate of a drug candidate from the start of clinical trials to marketing approval sits at roughly 10–20% and has not meaningfully changed in decades. A separate analysis published…

This article is sponsored by Tabnine and was written, edited, and published in alignment with our Emerj sponsored content guidelines. Learn more about our thought leadership and content creation services on our Emerj Media Services page. Complex work depends on context, and AI does not have it by default. To leverage AI at scale and…

This article is sponsored by Easy Metrics and was written, edited, and published in alignment with our Emerj sponsored content guidelines. Learn more about our thought leadership and content creation services on our Emerj Media Services page. Distribution and fulfillment leaders operate vast networks where performance expectations continue to rise while operational complexity quietly compounds.…

Life sciences enterprises are caught in a widening gap. The pace of R&D, manufacturing, and data-driven decision-making is accelerating, but the infrastructure beneath it is not. The result is delays, cost overruns, and operational friction at precisely the moment organizations are trying to move faster. The data volumes alone signal the scale of the challenge.…

Founded in 1847, Siemens began as a telegraph manufacturing company in Berlin and evolved into one of the world’s largest industrial conglomerates. Today, Siemens operates across energy, healthcare, mobility, infrastructure, and industrial manufacturing. In fiscal year 2025, Siemens reported revenues of €77.8 billion and invested €6.1 billion in research and development, much of it focused…

This article is sponsored by Arkestro and was written, edited, and published in alignment with our Emerj sponsored content guidelines. Learn more about our thought leadership and content creation services on our Emerj Media Services page.Enterprise procurement leaders are operating in environments characterized by increasing supplier complexity, data intensity, and external volatility. As organizations scale,…

This article is sponsored by Aravo and was written, edited, and published in alignment with our Emerj sponsored content guidelines. Learn more about our thought leadership and content creation services on our Emerj Media Services page. Enterprises lack reliable visibility, control, and accountability over the risks embedded in their third‑party networks, despite being legally and…

JPMorgan Chase & Co. is one of the world’s largest financial institutions, reporting $4.425 trillion in total assets, $2.559 trillion in deposits, $57.0 billion in net income, and $182.4 billion in total net revenue in 2025. It serves millions of customers across consumer banking, commercial banking, payments, investment banking, and asset management, and ended the…

This interview analysis is sponsored by Deloitte and was written, edited, and published in alignment with our Emerj sponsored content guidelines. Learn more about our thought leadership and content creation services on our Emerj Media Services page. Many enterprises discover that “AI readiness” on paper doesn’t always translate to value in production. Across the EU,…

This article is sponsored by IFS and was written, edited, and published in alignment with our Emerj sponsored content guidelines. Learn more about our thought leadership and content creation services on our Emerj Media Services page. A widening gap has emerged between industrial enterprises’ ambitions for AI and their ability to operationalize it; this gap…

This interview analysis is sponsored by AcuityMD and was written, edited, and published in alignment with our Emerj sponsored content guidelines. Learn more about our thought leadership and content creation services on our Emerj Media Services page. The MedTech commercial sector in 2026 is defined by a paradox of data. While research and development complexity…

Talent data fragmentation has emerged as a foundational constraint on enterprise HR's ability to make strategic workforce decisions, persisting because organizations have systematically underinvested in unified data architecture. Despite organizations operating an average of 897 applications, only 34% provide an integrated user experience across their channels, per the 2025 MuleSoft Connectivity Benchmark Report. This distortion…