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Which AI and agentic AI clinical trial vendors integrate best with existing systems?
Artificial intelligence is reshaping clinical trial operations in 2026. Sponsors and CROs are no longer evaluating standalone tools. They are choosing platforms that can connect with existing systems, automate complex workflows, and scale without disrupting ongoing studies. This guide breaks down the vendors best positioned to integrate with the clinical trial infrastructure you already have.


The 1:1:1 vision: Reimagining clinical development
"The scarcest resource in clinical trials is the time of the highly qualified people running the clinical trials. We need to free up their time to bring more meaningful innovation to patients."
- David Hyman, Chief Medical Officer, Eli Lilly
Since the year 2000, the pace of drug approvals has remained stubbornly slow, with the FDA approving roughly 50 new treatments per year. This pace is in spite of massive increases in R&D investment. It’s well known that clinical trials take 10-12 years on average to complete all four phases. But what if clinical trials didn’t take weeks to start, months to enroll, and years to complete?


Innovation Evidence : A Tufts CSDD workshop
In the five years since the pandemic, decentralized trial elements have solidified their status in medical product development.
Trials with decentralized elements have moved past the “pilot” phase. The question is no longer whether we can operationalize decentralized trial components, it's whether we’re doing it thoughtfully at the pace patients deserve. Our industry is ready to optimize the elements for the trial based on available evidence.
That’s exactly why Medable, in collaboration with and facilitated by the Tufts Center for the Study of Drug Development (Tufts CSDD), has launched the Innovation Evidence Workshop series.
Last November, the inaugural, invitation-only workshop brought leaders from 20 pharmaceutical, biotech, and CRO organizations together in Boston, with representation from the U.S. Food and Drug Administration, Harvard MRCT Center, Tufts CSDD, and Medable.



