Partnership with Professor Woei-Jer Chuang of NCKU to explore AI-powered discovery in protein drug design Vizuro Apotek AI Drug Discovery Platform x Industry-Academia Collaboration with NCKU Taipei | [October 27, 2025] — Vizuro LLC, a leading innovator in multimodal causal AI and generative AI for drug discovery, today announced the signing of a Memorandum of Understanding (MOU) with Professor Woei-Jer Chuang, Ph.D., of the Department of Biochemistry and Molecular Biology, Na

AI is redefining finance, but trust remains its currency. As AI systems make increasingly high-stakes decisions—who gets a loan, who’s flagged for AML, who receives an offer—the cost of error multiplies. The message for financial leaders is clear: A black-box AI might optimize for accuracy but can expose the bank to unseen bias, regulatory penalties, or wasted budgets. A Responsible AI framework builds resilience, customer confidence, and long-term value.

Going beyond correlation to causality can reveal tremendous value and insights Key Takeaway Drug discovery has entered the era of big data. Every year, thousands of disease and normal samples are profiled — yet one critical bottleneck remains: identifying clinically meaningful target–marker gene pairs for new drug development . The core value of Apotek Path is for this purpose: Identify disease-relevant targets → Causal modeling reveals mechanistic gene interactions tailore

The future of Physical AI isn't just about better technology—it's about smarter SDG implementation. Organizations that understand how to match SDG strategies with their specific Physical AI needs will gain significant competitive advantages.

Why causal AI is becoming pharma’s next strategic differentiator — from target validation to clinical trials and real-world evidence. Visualizing the Ladder of Causation in Pharma: from seeing correlations, to doing interventions, to imagining counterfactuals — the foundation of causal AI in drug discovery. Introduction: The Limits of Correlation in Drug Discovery Drug discovery today generates unprecedented volumes of data. Omics, imaging, electronic health records, and real

How Corvus's synthetic data generation platform addresses the critical challenge of matching model capabilities with data requirements...

Ad platform reports from Google, Meta, and others usually over-credit the last click and don’t reveal the true drivers of ROI. Attribution models face blind spots due to fragmented data, privacy restrictions, and tracking gaps. Marketing Mix Modeling (MMM) solves this by integrating online and offline data, capturing both short- and long-term effects, and working without cookies. To truly understand marketing impact, brands need more than dashboards—they need a holistic, cros

Transforming Industrial Inspection with Corvus For industrial manufacturers, the promise of AI for quality control is undeniable....

Partnership with Professor Tsong-Long Hwang of CGUST to explore AI-powered innovations in small molecule drug design Vizuro Apotek AI Drug Discovery Platform x Industry-Academia Collaboration with CGUST Taipei | [August 22, 2025] — Vizuro LLC, a leading innovator in multimodal causal AI and generative AI technology, announced today that it has signed a Memorandum of Understanding (MOU) with Tsong-Long Hwang, Ph.D., Vice President and Distinguished Professor at Chang Gung U

Key Takeaways Synthetic data generation has evolved from a niche research topic to an essential technology for AI development. The...

Polus is an AI-driven solution for pharmaceutical medical affairs. It analyzes MSL (Medical Science Liaison) engagements with HCPs (Healthcare Professionals) to provide insights beyond traditional, periodic ATU (Awareness, Trial, and Usage) studies. The product uses sentiment analysis, topic analysis, and summarization to give a real-time understanding of HCP perceptions. This continuous feedback loop helps commercial and marketing teams to refine their strategies pre-launch,

We're excited to share that a recent academic paper co-authored by our Data Scientist. Ling-Yu Cai, along with a team of MD/PhD...

Why “writing problems” aren’t really about writing If you’ve ever said: “This draft doesn’t sound right.” “It’s not what I meant.” ...

In a world flooded with writing tools, the real bottleneck isn't typing speed. It's planning structure and clarity, before the first word...

Author: Ting-Yuan Wang, Solution Architect at Vizuro Realities of AI Implementation Over the past eight years, Vizuro has witnessed the rapid development and widespread application of AI across various industries. According to our client statistics, AI applications are most prevalent in the healthcare sector, accounting for 34%, followed by 25% in the pharmaceutical and life sciences industries, and 23% in manufacturing. Despite the enthusiasm and expectations surrounding AI

Empowering Clinicians and General Populations with Actionable Insights Diabetes is one of the world’s fastest-growing health crises,...

How CorePal uses GenAI to potentially recycle 98% of the valuable parts from junkyards to foster a circular economy With today's...

Authors: Drs. Hung-Ken Chien and Yu-Feng Wei, Co-Founders of Vizuro Introduction In the ever-evolving pursuit to measure promotional effectiveness, marketing mix modeling (MMM) has long been the norm to assess campaign lifts and help allocate their spending. However, the emergence of omnichannel marketing in recent years has imposed a great challenge to the conventional MMM methodology, due to its requirements for high tactic mix and segment granularity. Coincidentally, both

Expanding Global Reach with Kolr's Rebranding and Cutting-Edge AI Technologies (Left to right) Vizuro Co-founder and CEO, Yu-Feng Wei;...

Fig 1. Adaptyv Bio “Protein Design Competition Round2” Competition Overview Protein binding remains one of the most challenging aspects...