AI Alliance Redefines Competitive Intelligence for Pharma Teams

PALO ALTO, CA & ST. PAUL, MN – May 26, 2026 – A new strategic partnership between AI-powered communications firm Prezent Vivo and evidence-synthesis platform Nested Knowledge is set to redefine how pharmaceutical and biotech teams prepare for medical congresses and manage year-round competitive intelligence. The collaboration, announced today, combines two distinct AI platforms to create an integrated service designed to transform raw scientific data into actionable, presentation-ready insights at machine speed.

For years, Life Sciences organizations have faced a growing paradox: an ever-expanding ocean of data coupled with a persistent inability to translate it into strategic action efficiently. The new alliance aims to solve this by directly connecting Nested Knowledge's rapid evidence synthesis capabilities with Prezent Vivo's AI and human expertise model for creating polished communication materials.

Bridging the Critical 'Insight-to-Action' Gap

The partnership directly targets what the companies call a persistent “operational gap” in the Life Sciences industry. Research confirms that while critical evidence and competitive insights are more accessible than ever, medical, commercial, and launch teams spend an inordinate amount of time and resources translating this fragmented information into formats suitable for decision-making. This bottleneck often means that by the time an insight is understood and packaged, its strategic value has diminished.

Industry professionals consistently report being overwhelmed by the volume of scientific literature, clinical trial updates, and competitor announcements. Traditional workflows, heavily reliant on manual analysis and disconnected vendors, struggle to keep pace, leaving teams with outdated or incomplete intelligence. This challenge is most acute during the high-stakes medical congress season, where data released overnight can reshape an entire therapeutic landscape.

“Keith and I were talking about how much intelligence exists in life sciences, and how hard it is for field-facing teams to actually use it when it matters,” said Francine Carrick, President of Prezent Vivo. “We both saw immediately that we could do something really special here—reaching more teams, more quickly, with insights that speak directly to their individual challenges.”

An Integrated AI Engine for Speed and Synthesis

The joint solution combines the core technologies of both companies into a single, streamlined workflow. The process begins with Nested Knowledge’s AutoLit® synthesis engine, an AI platform designed for living systematic literature reviews. The platform can perform rapid evidence reviews in under 30 minutes and has been shown to reduce the time required for comprehensive systematic reviews by more than 70%.

Once AutoLit® has synthesized the relevant data—be it from published literature, clinical trial registries, or congress abstracts—the synthesized evidence is then funneled into Prezent Vivo’s platform. This is where the crucial “last mile” of communication occurs. Prezent Vivo employs a hybrid “AI + human expertise” model to transform the synthesized data into polished, audience-ready deliverables such as slide decks, executive briefings, and field-team updates that are customized for specific internal audiences, from Medical Affairs to Market Access.

“Prezent Vivo's AI + human expertise model is exactly the delivery layer that evidence synthesis has been missing,” explained Keith Kallmes, President of Nested Knowledge. “The science of rapid, rigorous literature synthesis has solutions; what's been missing is the translation layer that turns that synthesis into action for commercial, medical, and market access teams preparing for ADA, EHA, EULAR, and beyond. Together, we can close that gap.”

The integrated service will provide several key offerings, including curated Congress Intelligence Packages, continuously refreshed Monthly Living Evidence Updates, and On-Demand Deep Dives for urgent intelligence needs.

Revolutionizing the Medical Congress Workflow

The partnership’s launch is strategically timed to coincide with the busiest period in the scientific calendar. June alone hosts a dense cluster of high-impact medical meetings, including ASCO, EHA, and ISTH, where a flood of new data will be presented. The new service promises to change how organizations prepare for and react to these events.

Instead of spending weeks manually sifting through thousands of abstracts and scrambling to interpret data during the event, client teams will receive pre-congress intelligence briefings that outline the expected landscape. This is followed by on-site synthesis packages that translate newly presented data into clear, actionable implications. This shift from a reactive to a proactive intelligence posture could provide a significant competitive advantage.

“Evidence synthesis has always been a crucial capability for life sciences organizations, but the value erodes when insights arrive too late or are buried in formats that field teams cannot use,” noted Kevin Kallmes, CEO of Nested Knowledge. “Our solution, combined with Prezent Vivo's model using the best of both AI and human expertise, solves both problems at once—giving any team, regardless of size, access to synthesized, actionable intelligence at the pace the market demands.”

A Broader Shift in Life Sciences Operations

While the immediate focus is on the congress season, the collaboration reflects a broader industry trend: the move away from fragmented, vendor-based workflows toward integrated operating models that fuse AI with specialized human expertise. As the volume and complexity of data continue to grow, companies are seeking more holistic and efficient solutions for scientific communication and competitive strategy.

This integration also highlights the growing maturity of AI applications within the highly regulated Life Sciences sector. The success of such a system depends not only on the power of its algorithms but also on its ability to ensure data integrity, maintain audit trails, and provide the necessary human oversight required for compliance. The inclusion of Prezent Vivo's “human expertise” layer is critical for validating AI-generated content and ensuring it meets the rigorous standards of scientific and corporate communications.

By creating a seamless pipeline from raw evidence to actionable communication, the partnership aims to empower teams to stay current and respond to market developments with unprecedented speed and clarity, extending its value across the entire scientific calendar.

“At Prezent Vivo, we believe extraordinary impact comes from fusing AI speed with human expertise,” said Rajat Mishra, CEO and Co-Founder of Prezent Vivo. “Partnering with Nested Knowledge allows us to bring that model to competitive intelligence and congress planning, helping Life Sciences teams move from evidence to action faster than ever before.”