When a 30-person Austrian startup gets showcased by Jensen Huang, CEO of the trillion-dollar tech giant NVIDIA, schedules tend to fill up fast. That’s precisely the case for Innophore, a biotech company tapping NVIDIA’s computational clout with its Catalophore platform to accelerate AI-driven drug safety screening and binding-site analysis. This year, the company was highlighted…
Menarini and Insilico ink $550M deal for AI-discovered cancer therapy
Second collaboration builds on rapid progress of AI-designed KAT6 inhibitor licensed in 2024 Agreement includes $20 million upfront payment with potential total value exceeding $550 million plus tiered royalties New preclinical asset demonstrates broad anti-tumor activity across multiple solid tumor types Less than a year after their first collaboration, pharmaceutical giant Menarini Group and AI-driven…
Oracle exec maps data integration strategy for modern clinical trials in 2025 and beyond
From FHIR-based APIs to “hybrid data models” and blockchain-enabled audit trails, biopharma companies are exploring a range of strategies in their quest to incorporate Real World Data (RWD) into clinical trials. But technology alone won’t resolve the deeper issues at play. From bridging disparate data sources to safeguarding patient privacy under evolving regulations, sponsors face…
By 2025, clinical research and patient care converge: Data integration, validation, and evolving markets
A growing chorus of experts agree: 2025 signals a year when AI and its generative variants (genAI) move beyond early experimentation into a period of tangible, large-scale impact — including in the life sciences. While challenges remain as EY recently noted, the future will likely be one where the focus shifts from anticipating breakthrough genAI…
Biotech in 2025: Precision medicine, smarter investments, and more emphasis on RWD in clinical trials
In 2025, genetic validation is poised to emerge as a high-stakes litmus test in cardiovascular R&D, investors will continue to get better at funneling cash into proven science, and patients will continue their evolution to become more-active partners shaping their healthcare. To hear more about each of these trends, we considered feedback from three industry…
Tiny breaths, big impacts: Bridging the gap between laboratory discoveries and clinical applications in breath research with mouse models
The understanding that there is a connection between breath and diseases can date back to over two thousand years ago, when Hippocrates described fetor oris and fetor hepaticus in his report on breath aroma (1). Since then, research into volatile organic compounds (VOCs) exhaled in breath and their involvement in disease physiology has led to…
Xaira Therapeutics bolsters leadership team and relocates headquarters to fuel AI-powered drug discovery
Xaira Therapeutics, an AI-driven biotechnology startup that emerged earlier this year with a $1 billion funding round, continues to demonstrate its ambitions and staying power. Despite recent biotech industry turbulence, with some AI-focused biotech firms announcing layoffs and restructuring, Xaira has doubled down on growth. The firm is bolstering its leadership roster while announcing a…
Transforming pharmacovigilance with GenAI for faster, safer drug approval
As we approach the second quarter of the 21st century, speed is a driving force in the pharmaceutical environment. The industry currently faces a critical challenge in drug lifecycle management: how to accelerate drug safety monitoring while sticking to stringent safety and regulatory standards. Traditional methods of processing safety cases—essential for tracking adverse effects and…
2024: The year AI drug discovery and protein structure prediction took center stage—2025 set to amplify growth
The global AI drug discovery market, valued around $1 to $1.7 billion in 2023, will be worth a multiple of that by the decade’s end. Analysts project the sector could be worth $9 billion or more. 2024 Nobel Prize in Chemistry Recipients: David Baker Demis Hassabis John Jumper Achievement: Computational protein design and structure prediction…
Anima Biotech aims to open the ‘black box’ of disease with large-scale cellular experiments
While many AI companies focus on analyzing existing scientific literature, this approach faces a fundamental challenge: the reliability of the source material itself. “Up to 70% of experiments described in publications cannot be replicated,” notes Yochi Slonim, CEO of Anima Biotech. “You do it once and you publish it. You do it again, it doesn’t…
GenAI is an ‘always available intern’ but for delicate pharma tasks, human guidance is critical
ChatGPT may be one of the quickest adopted tech platforms in recent memory, but the potential of it and other large language models ability transform the world has also been met with occasional provider outages, hallucinations, and memory problems. “There’s a lot of resentment towards the hype,” notes Christopher M. McSpiritt, head of life sciences…
The future of RWD and RWE in healthcare decision-making: Applications of novel real-world data collection methods for healthcare decision-making
Real-world evidence and real-world data The use of real-world evidence (RWE) to support regulatory and reimbursement decision-making received increasing attention over the past decades. The US FDA provides a definition of RWE as “the clinical evidence about the usage and potential benefits and risks of a medical product”1. RWE can be used across the entire…
How DeepCure taps reinforcement learning for first-in-class therapies
Boston-based DeepCure may be an AI-focused biotech, but it sets itself apart by focusing its AI-powered platform on historically challenging drug targets that have eluded traditional approaches. “While AI in drug discovery is often viewed as a means to accelerate and reduce costs, our focus at DeepCure is on achieving true novelty in drug development…
The roadmap to effective AI-driven drug development
Generative artificial intelligence (GAI) has captivated the world, and for good reason. Platforms like ChatGPT have demonstrated capabilities that gave the general public a deeper understanding of AI’s capabilities. AI, too, is showing potential in drug discovery. From designing novel drug molecules to predicting protein structures, AI is offering a new path forward, potentially accelerating…
From social media to safety signals: How AI and NLP are transforming drug safety monitoring
The pandemic, the rise of decentralized trials and a wave of technological advances have each played a role in reshaping clinical trials and safety reporting. While these events have been changing the industry, the internet’s growing convenience and accessibility has also empowered and transformed the patient experience. Patients are increasingly turning to online platforms, particularly…
Q&A: Pharma’s revenue strategy overhaul in the IRA era
The pharmaceutical industry has long faced something of a perfect storm of regulatory upheaval and technological disruption. But now is different. The Inflation Reduction Act represents a unique challenge for pharma companies as the U.S. government can force them to negotiate drug prices for some Medicare drugs. And despite its name, some pundits believe the…
NVIDIA and Recursion’s candid conversation on AI’s next big leap in drug discovery
NVIDIA was founded in 1993 when Jensen Huang, Chris Malachowsky, and Curtis Priem met at a Denny’s restaurant near San Jose. With just $40,000 in starting capital, they sketched out their vision for the company over diner food. In its early days, the silicon chip industry was laboratory-based, empirical-based. Since then, the industry has shifted…
Aleksandra Zuraw on how digital pathology can drive faster drug development and enhanced accuracy
In the emerging field of digital pathology, Aleksandra Zuraw, DVM, Ph.D., DACVP, is one of the most prominent voices. Her journey to this position, however, was far from straightforward. When Zuraw was 12, she dreamed of becoming a veterinarian, picturing herself following in the footsteps of the British veterinary surgeon James Herriot, tending to “All Creatures…
Why the plasticity of biology may be AI’s hardest challenge
The potential of Artificial Intelligence (AI) to accelerate medical discovery is immense, particularly within the dynamic and mutable area of biology. Unlike the more predictable fields of chemistry and physics, biology presents unique challenges due to its complexity and constant adaptation, areas where AI can play a transformative role but has been limited to date…
Deep Origin’s Balto AI Assistant offers bespoke drug discovery tools via a chat interface
After ChatGPT debuted in late 2022 and GPT-4 hit the scene in March of the following year, many executives at pharma companies sat up and took note, interested in new tech that could accelerate the stubbornly slow drug development process. Translating that vision into reality, however, is not straightforward and a significant number of pharma…
Strategies for tapping the cloud to scale data transformation in biopharma
Biopharma’s gradual embrace of the cloud is picking up pace. In 2022, PwC surveyed more than one hundred pharmaceutical and life sciences companies. Forty percent were already running all of their operations in the cloud; another 55% hoped to join them by late this year. The report also found that the most successful companies used…
Better data can mean faster drug development, improved clinical trials and better healthcare
What’s the difference between a multimodal generative AI system to plan a vacation itinerary versus guiding cancer treatment? For the former, data quality is a definite plus, but for the latter, it’s indispensable. “If I ask ChatGPT to plan a vacation for me and it spits out something, I might sit there and second guess…
Sanofi-OpenAI-Formation Bio partnership the latest in a string of life science genAI announcements
While there are currently no FDA-approved AI-discovered drugs, interest in generative AI (genAI) could be a game-changer for the pharmaceutical industry in the coming years. Sanofi, which has signaled its intent to go “all in” on AI, has inked a deal with ChatGPT developer OpenAI and Formation Bio to build AI-powered software to speed drug…
SciBite Chat: Elsevier’s answer to ChatGPT for life science researchers, minus the hallucinations
The life sciences industry is abuzz with the potential of generative AI, but its application in the highly regulated pharmaceutical sector faces challenges. As Jane Lomax, Ph.D., head of ontologies at Elsevier’s SciBite subsidiary notes, “Everyone across the whole industry is experimenting with it. But no one knows for sure yet how best to use…
Pharma and biotech salary review: Who’s earning the most in 2024?
Using job posting data gathered via the data aggregation service Apify.com, we sifted through a total of 1,755 recent pharma and biotech job listings to find, unsurprisingly, that managers working in senior and director-level roles are the best-paid in the industry. Across the entire data set, the median salary range for the job descriptions was…